The issue of Oct 20, 2026: that morning's calls and their score. Today's issue →

Every morning before the New York open, the world’s leading AIs make sealed calls on 12 key markets — here is who was right.

Oct 19, 2026 – Oct 28, 2026: the Council’s side was right on 79.5% of 39 crowd questions; the crowd’s on 82.1%.

Oct 19, 2026 – Oct 28, 2026: the Council’s Brier skill against the crowd is −0.39 (95% interval −0.56 to −0.22), 8 scored sessions.

The Council is the AIs’ joint call — the side most of them took; the crowd is the price of a close question on Polymarket or Kalshi.

How accuracy is counted → · Proof of Oct 20, 2026

where the figure comes from

8 scored sessions · data as of Oct 28, 2026

Sealed before the open: level 1 (the hash-chained book)

Detailed — all 12 markets, the whole league and the score

Every day 12 markets — gold, oil, the S&P 500, Bitcoin and more — get a forecast from the world's leading AIs from the US and China, each sealed before the outcome, and each AI trades its own virtual portfolio of $100,000. Every forecast and every score can be checked.

How to check it ▾

Check it in one step: one question, word for word, to every AI · sealed in our open hash-chained book, then anchored in Bitcoin · recount the score: CSV · the book · one news packet of the closed book

Sealed in our open hash-chained book before the outcome; the hash is anchored in Bitcoin (OpenTimestamps). From Oct 21: signed before the open; Oct 19–20: our own hash-chained book, anchored in Bitcoin. The book is the one open file of every sealed forecast, line by line.

· Markets

AIs disagree on gold for the week

Don’t rush to open: make your call first — a call made after a peek does not go into the score.

Claude, Gemini and Grok would buy gold on dips while ERNIE (Wenxin), StepFun and MiMo would trim

The Council’s position for the day: S&P 500: Hold▼ · Gold: Hold▼ · Brent crude oil: Hold▲ · Bitcoin: Hold▼ — what the AIs would do with their virtual money · horizon: the day · issue Oct 20, 9:00 AM ET · the same for everyone what the actions mean → · scored after the close →

all 12 markets ▾

Nasdaq-100: Trim▼ · Dow Jones: Hold · Chip index: Hold▼ · US 10-year: Keep the bet▲ · Dollar index: Hold▲ · Fear index (VIX): Toward a rise, on a dip▲ · WTI crude oil: Hold▲ · Copper: Hold▲ every market and horizon →

What you can do here

MoneyAI Portfolio League: the leaders‡ — virtual portfolios, $100,000 each at the start

  1. ERNIE (Wenxin) $101,753 +1.75%
  2. Meta AI $101,082 +1.08%
  3. Gemini $100,811 +0.81%

S&P 500 over the same days: +0.51% The whole league → Check these accounts → · part 2 every trade with its price and cost; the accounts day by day (CSV)

As of Oct 28 · sessions so far: 8 · the AIs and the S&P 500 after costs

MoneyThe Council's virtual portfolio since Oct 19 (8 sessions, after the league's costs): $100,000 → $99,728; the S&P 500 bought and held → $100,512 (from the Oct 19 open, first price 09:30–09:45 ET, after costs).‡ Pick the day →

DirectionThe result for Wed, Oct 28, 2026: the AIs called the direction of 7 of 12 markets — S&P 500, Nasdaq-100, chip index, 10-year US Treasury yield, fear index (VIX), copper, Bitcoin. Score of the day → · Check this score → · part 2 · part 3 · part 4 · part 5 the day’s rows: each AI’s call, the reference price, the close and the move (CSV)

The score in detail

Last score · Wed, Oct 28, 2026: the AIs' consensus called 7 of 12 indicators right. ClosenessClosest most often that day, level: Claude, Kimi, Meta AI — 2 of 12 indicators each. Score of the day →

History and accuracy (Brier)

sessions scored: 8 · the consensus' 0.249 (95% interval 0.229–0.269) (approximate) · the first ranking ≈ Nov 2, 2026

What was counted: whether each indicator ended the session above or below its reference price, against the AIs' consensus call. Where the consensus missed: Dow Jones, dollar index, gold, WTI crude oil, Brent crude oil. Calling the direction and making virtual money are two separate scores: in the portfolio league, AI portfolios ahead of the S&P 500: 7 · the Council $99,728 against the S&P 500 $100,512.

How reliable are the forecasts ▾
  • The consensus Brier by horizon (a coin is 0.25; in brackets the single models’ mean): Day 0.249 (0.251) · Week 0.241 (0.245)
  • Brier of the Council’s consensus (day): 0.249 · 95% interval by forecast 0.239–0.259 · by whole sessions: 0.229–0.269
  • Oct 19, 2026 – Oct 28, 2026: the Council’s Brier skill against the crowd is −0.39 (95% interval −0.56 to −0.22), 8 scored sessions. Brier skill is the share by which the Council’s error is smaller than the crowd’s: above zero, the Council is more accurate than the crowd; below zero, less accurate; the higher, the better.
  • They said 56% — it came true 52% (806 day forecasts over 8 sessions, since Oct 19).
  • effective voices, estimate by correlation (scored issues, 1 day): 1.74 · 1.46 · 2.23 · 1.60 · 2.57 · 1.93 · 3.00 · 2.61 — mean 2.14
  • citations of a site another AI also cites: 42%, of the same link: 6% · cited most: reuters.com 22%
  • This number shows how similar the models’ probabilities are, not whether their errors are independent · by the correlation of errors: 2.23
  • Models can rely on the same news. Agreement is not independent confirmation; the heat shows how far their actions differ. Effective voices are an estimate from how the probabilities move together, including the link between the markets themselves (the S&P 500, the Nasdaq and the Dow move together); they are not proof that the models are independent.
  • The rule of the game: to tell 55% right calls from a coin takes about 209 sessions ≈ 10 months; the ranking comes earlier and sharpens every day. (calculated assuming the forecasts of one day are linked, ρ≈0.2; from 5 sessions — with the link measured in the book)
  • Check it in three steps: the question word for word, the day’s score, every forecast in CSV: 1 · 2 · 3
  • Pairs of models: the Brier difference on the same events with a 95% interval by sessions; one model is better than another only when the interval leaves out 0 — such pairs now: 8 of 91 · council-pairs.csv
Track record: 30 / 90 / 180 days ▾

The windows of 30, 90 and 180 days open at 30 scored sessions: now 8 of 30.

Files: council-stats.json (track_record)

The result: gold −2.63% — down. The AIs' called it. Score of the day: the AIs' consensus called 2 of 11 indicators right.

Your call before the AIs: where will gold be by Oct 26, 2026 (week)?

Counted from the value at Tue, Oct 20, 2026 9:30 AM ET (4,135.80) to the value at Mon, Oct 26, 2026 4:00 PM ET: higher at the end — up, lower — down; a move under the threshold is a draw.

▲ up▼ down

Get the morning issue and the score in the free Poly app →

Ask the Council about any ticker — coming to the Poly app → a public question: one sealed answer for everyone who asks about that ticker that day

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Who would you trust with a virtual $100,000? →

Archive: the issue of Oct 20, 2026, 9:00 AM ET Latest issue →

🔒 Every forecast is sealed before it counts · Verify the signature · CSV ·
hash and timeEvery forecast is before it counts: written into our open hash-chained book; the hash 948c61afd7a5… is anchored in Bitcoin (OpenTimestamps)

The Council's virtual portfolio from the day you pick‡

Virtual $100,000 put into the Council's portfolio at the close before the chosen day, against the same sum in the S&P 500 bought and held; the league's own costs are inside.

By Oct 28: the Council $99,728 · the S&P 500 $100,512 (from the Oct 19 open, first price 09:30–09:45 ET, after costs)

As of Oct 28 · sessions so far: 8

Best start day so far: Oct 26 → the Council $100,660 · the S&P 500 $101,624 (from the Oct 23 close, the Council and the S&P 500 alike, without the entry cost)

Weakest start day so far: Oct 22 → the Council $99,365 · the S&P 500 $99,899 (from the Oct 21 close, the Council and the S&P 500 alike, without the entry cost)

JSON · CSV

A public league of AI forecasts with a history no one can rewrite.

Words on this page
  • b.p. — a basis point, 0.01 percentage point (a yield from 4.10% to 4.15% is +5 b.p.)
  • VIX — the market's expected swings over 30 days
  • US 10-year and VIX: the AIs bet on the indicator itself (through a fund), not on bonds or stocks. “Keep the bet” — keep the bet as it is (not “hold” a security); “Toward a rise, on a dip” — toward a rise, entered only if it dips to the model's level; “Strongly toward a rise” — stronger toward a rise; “Toward a fall” — toward a fall; “Strongly toward a fall” — stronger toward a fall.
  • “buy on dips” — add only if the price falls to the model's own level
  • “trim” — sell part, keep the rest
  • ET — New York time (the exchange's clock)
  • Brier — how far the stated odds were from what happened: 0 perfect, 0.25 a coin
  • consensus — what most of the AIs say, weighted so one family cannot outvote the others
  • horizon — the day, the week, the month, six months
  • a draw — a move too small to call (under a tenth of a typical day)
About this issue: times and rules

Formed Oct 20, 2026, 9:00 AM New York time

Next issue: Oct 21, 2026 — question 6:40, issue from 9:00 AM ET, answers taken until 9:30 — the weekday issue: 12 markets

The AIs’ answers given by Tue, Oct 20, 2026, 9:30 AM ET count from the opening price; an answer given after that counts from the price at the moment it was given. Your own call is taken until Tue, Oct 20, 2026, 9:30 AM ET.

Before the New York open, the world’s leading AIs say what they would do with each of 12 key markets if it were their own virtual money. Every forecast is sealed before it starts counting, so no one can rewrite it later. After the close, the score shows who was right.

Now

Each tile: the price and its change from the previous session’s close.

Futures (Wed, 4:55 PM ): S&P 500 (ES) ▼ −0.006% · Nasdaq-100 (NQ) ▼ −0.30% · Dow (YM) ▲ +0.37% · Russell 2000 (RTY) ▲ +0.67%

What the markets expect: Fed, Oct 28, 2026: no change 86%, +0.25 14% · Fed, Dec 9, 2026: +0.25 78%, no change 20% · inflation, next release ≈ 3.9%

Coming up: Thu, Oct 22, 2026 8:30 AM ET — weekly jobless claims (US) · Wed, Oct 28, 2026 2:00 PM ET — the Fed's decision (the 10-year yield, the dollar, the indexes, gold) · Fri, Nov 6, 2026 8:30 AM ET — the US jobs report · Wed, Dec 9, 2026 2:00 PM ET — the Fed's decision (the 10-year yield, the dollar, the indexes, gold) · moves first: 10-year US Treasury yield, dollar index, S&P 500, gold

The AIs against the crowd

A close question people bet real money on at and : the AIs’ own odds of “Up” and the crowd’s price (each market’s day is in the card). A daily crowd question exists for 8 of the 12 markets. A crowd question counts from its own reference — on Kalshi, above the previous close at 4:00 PM; the score of the day counts from the open.

The same question as the crowd (the very market, its rules and its end):

For orientation — not quite the same question (another window, or Kalshi's price read between the two nearest strikes):

In one line: the AIs mostly agree, are neutral overall, their confidence is low.

24
0 — all agree, 100 — an even split
citations of a site another AI also cites: 42%, of the same link: 6% · cited most: reuters.com 22%
?Models can rely on the same news. Agreement is not independent confirmation; the heat shows how far their actions differ.
Direction
50%
neutral · the AIs' average odds of a rise today over the 12 markets · effective voices ≈ 1.5
Confidence
9
How far the AIs' day odds are from 50/50, on average: 0 — a coin, 100 — all certain.
Each model on its own, by : Day 9 · Week 14 · Month 14 · 6 months 21.
They said 56% — it came true 52% (806 day forecasts over 8 sessions, since Oct 19, 2026).

Dispute of the day

Gold, week: 60% of US AIs say up, 0% of Chinese AIs

GoldWTI crude oilFear index (VIX)Brent crude oil

Since the last issue: S&P 500 — the turned to hold; Nasdaq-100 — the consensus turned to a fall; Chip index — the consensus turned to hold; Fear index (VIX) — the consensus turned to a rise; Gold — the consensus turned to hold. Changed side on the day: ChatGPT (chip index, 10-year US Treasury yield, fear index (VIX)); Gemini (Nasdaq-100, chip index, fear index (VIX)); MiMo (Xiaomi) (Nasdaq-100).

Past forecasts scored since the last issue: Mon, Oct 19, 2026 — the consensus was right on 2 of 10.

What the Council would do

Forecasts of the leading AIs of the USA and China for 12 markets over four horizons. Where a model has no new answer, its position is unchanged.

IndicatorNowDayWeekMonth6 monthsAIs vs the crowd
S&P 500 · other and the crowd ▾7,743.98▲ +0.28%Hold · 75% of the AIs chose itaverage chance of a rise: USA 48% · China 48%(effective voices ≈ 1.5)
WeekHold · 50% of the AIs chose itaverage chance of a rise: USA 51% · China 45%(effective voices ≈ 2.0)
MonthHold · 38% of the AIs chose itaverage chance of a rise: USA 55% · China 51%(effective voices ≈ 2.7)
6 monthsBuy on dips · 62% of the AIs chose itaverage chance of a rise: USA 61% · China 62%(effective voices ≈ 1.1 · on deviations from climatology ≈ 1.11)
AIs vs the crowdAIs: 47% chance of a rise · crowd 34% · effective voices ≈ 1.5 ↗ price at Tue 8:30 AM , $21k traded
Nasdaq-100 · other horizons and the crowd ▾29,813.16▲ +0.55%Trim · 62% of the AIs chose itaverage chance of a rise: USA 44% · China 41%(effective voices ≈ 1.5)
WeekTrim · 75% of the AIs chose itaverage chance of a rise: USA 44% · China 37%(effective voices ≈ 2.0)
MonthHold · 62% of the AIs chose itaverage chance of a rise: USA 50% · China 47%(effective voices ≈ 2.7)
6 monthsBuy on dips · 88% of the AIs chose itaverage chance of a rise: USA 59% · China 63%(effective voices ≈ 1.1 · on deviations from climatology ≈ 1.11)
AIs vs the crowdAIs: 42% chance of a rise · crowd 23% · effective voices ≈ 1.5 ↗ price at Tue 8:30 AM ET, $1k traded
Dow Jones · other horizons and the crowd ▾52,475.10▲ +0.19%Hold · 88% of the AIs chose itaverage chance of a rise: USA 52% · China 50%(effective voices ≈ 1.5)
WeekHold · 62% of the AIs chose itaverage chance of a rise: USA 56% · China 54%(effective voices ≈ 2.0)
MonthHold · 50% of the AIs chose itaverage chance of a rise: USA 58% · China 56%(effective voices ≈ 2.7)
6 monthsBuy more · 50% of the AIs chose itaverage chance of a rise: USA 63% · China 61%(effective voices ≈ 1.1 · on deviations from climatology ≈ 1.11)
AIs vs the crowdAIs: 51% chance of a rise · crowd 51% · effective voices ≈ 1.5 ↗ price at Tue 8:30 AM ET, $20 traded thin market
Chip index · other horizons and the crowd ▾11,684.00▲ +1.75%Hold · 38% of the AIs chose itaverage chance of a rise: USA 41% · China 42%(effective voices ≈ 1.5)
WeekTrim · 62% of the AIs chose itaverage chance of a rise: USA 42% · China 36%(effective voices ≈ 2.0)
MonthTrim · 50% of the AIs chose itaverage chance of a rise: USA 47% · China 43%(effective voices ≈ 2.7)
6 monthsBuy on dips · 75% of the AIs chose itaverage chance of a rise: USA 57% · China 62%(effective voices ≈ 1.1 · on deviations from climatology ≈ 1.11)
AIs vs the crowdno market
10-year US Treasury yield · other horizons and the crowd ▾5.045▲ +5.2 bp · yield ↑ · bonds get cheaperKeep the bet · 62% of the AIs chose itaverage chance of a rise: USA 53% · China 55%(effective voices ≈ 1.5)
WeekToward a rise, on a dip · 75% of the AIs chose itaverage chance of a rise: USA 56% · China 57%(effective voices ≈ 2.0)
MonthStrongly toward a rise · 50% of the AIs chose itaverage chance of a rise: USA 57% · China 64%(effective voices ≈ 2.7)
6 monthsKeep the bet · 50% of the AIs chose itaverage chance of a rise: USA 43% · China 47%(effective voices ≈ 1.1 · on deviations from climatology ≈ 1.11)
AIs vs the crowdAIs: 49% chance of a rise · crowd 7% · effective voices ≈ 1.5 ↗ price at Tue 8:30 AM ET, $3k traded
Dollar index · other horizons and the crowd ▾102.13▼ −0.18%Hold · 88% of the AIs chose itaverage chance of a rise: USA 51% · China 52%(effective voices ≈ 1.5)
WeekHold · 62% of the AIs chose itaverage chance of a rise: USA 54% · China 56%(effective voices ≈ 2.0)
MonthHold · 50% of the AIs chose itaverage chance of a rise: USA 55% · China 60%(effective voices ≈ 2.7)
6 monthsTrim · 62% of the AIs chose itaverage chance of a rise: USA 46% · China 48%(effective voices ≈ 1.1 · on deviations from climatology ≈ 1.11)
AIs vs the crowdAIs: 49% chance of a rise · crowd 26% · effective voices ≈ 1.5 ↗ price at Tue 8:30 AM ET, $4 traded thin market
Fear index (VIX) · other horizons and the crowd ▾16.91▼ −3.48%Toward a rise, on a dip · 50% of the AIs chose itaverage chance of a rise: USA 52% · China 57%(effective voices ≈ 1.5)
WeekToward a rise, on a dip · 50% of the AIs chose itaverage chance of a rise: USA 54% · China 60%(effective voices ≈ 2.0)
MonthKeep the bet · 62% of the AIs chose itaverage chance of a rise: USA 48% · China 51%(effective voices ≈ 2.7)
6 monthsToward a fall · 88% of the AIs chose itaverage chance of a rise: USA 38% · China 37%(effective voices ≈ 1.1 · on deviations from climatology ≈ 1.11)
AIs vs the crowdno market
Gold · other horizons and the crowd ▾4,081.80▲ +0.18%Hold · 88% of the AIs chose itaverage chance of a rise: USA 49% · China 47%(effective voices ≈ 1.5)
WeekBuy on dips · 38% of the AIs chose itaverage chance of a rise: USA 52% · China 44%(effective voices ≈ 2.0)
MonthHold · 38% of the AIs chose itaverage chance of a rise: USA 56% · China 44%(effective voices ≈ 2.7)
6 monthsBuy on dips · 62% of the AIs chose itaverage chance of a rise: USA 62% · China 59%(effective voices ≈ 1.1 · on deviations from climatology ≈ 1.11)
AIs vs the crowdAIs: 45% chance of a rise · crowd 29% · effective voices ≈ 1.5 ↗ price at Tue 8:30 AM ET, $3k traded
WTI crude oil · other horizons and the crowd ▾101.99▲ +2.09%Hold · 75% of the AIs chose itaverage chance of a rise: USA 52% · China 58%(effective voices ≈ 1.5)
WeekHold · 38% of the AIs chose itaverage chance of a rise: USA 53% · China 62%(effective voices ≈ 2.0)
MonthHold · 50% of the AIs chose itaverage chance of a rise: USA 50% · China 56%(effective voices ≈ 2.7)
6 monthsTrim · 62% of the AIs chose itaverage chance of a rise: USA 38% · China 42%(effective voices ≈ 1.1 · on deviations from climatology ≈ 1.11)
AIs vs the crowdAIs: 61% chance of a rise · crowd 83% · effective voices ≈ 1.5 ↗ price at Tue 8:30 AM ET, $4k traded another window: this question ends Tue 6:00 PM ET, not at our event's end
Brent crude oil · other horizons and the crowd ▾110.55▲ +1.04%Hold · 75% of the AIs chose itaverage chance of a rise: USA 53% · China 58%(effective voices ≈ 1.5)
WeekHold · 38% of the AIs chose itaverage chance of a rise: USA 54% · China 61%(effective voices ≈ 2.0)
MonthHold · 50% of the AIs chose itaverage chance of a rise: USA 51% · China 58%(effective voices ≈ 2.7)
6 monthsTrim · 62% of the AIs chose itaverage chance of a rise: USA 38% · China 42%(effective voices ≈ 1.1 · on deviations from climatology ≈ 1.11)
AIs vs the crowdno market
Copper · other horizons and the crowd ▾6.677▲ +0.37%Hold · 88% of the AIs chose itaverage chance of a rise: USA 52% · China 50%(effective voices ≈ 1.5)
WeekHold · 50% of the AIs chose itaverage chance of a rise: USA 55% · China 50%(effective voices ≈ 2.0)
MonthBuy on dips · 50% of the AIs chose itaverage chance of a rise: USA 57% · China 53%(effective voices ≈ 2.7)
6 monthsBuy on dips · 50% of the AIs chose itaverage chance of a rise: USA 62% · China 62%(effective voices ≈ 1.1 · on deviations from climatology ≈ 1.11)
AIs vs the crowdno market
Bitcoin · other horizons and the crowd ▾81,302▲ +0.65%Hold · 75% of the AIs chose itaverage chance of a rise: USA 46% · China 45%(effective voices ≈ 1.5)
WeekHold · 50% of the AIs chose itaverage chance of a rise: USA 48% · China 44%(effective voices ≈ 2.0)
MonthHold · 50% of the AIs chose itaverage chance of a rise: USA 52% · China 49%(effective voices ≈ 2.7)
6 monthsBuy on dips · 88% of the AIs chose itaverage chance of a rise: USA 60% · China 62%(effective voices ≈ 1.1 · on deviations from climatology ≈ 1.11)
AIs vs the crowdAIs: 46% chance of a rise · crowd 50% · effective voices ≈ 1.5 ↗ price at Tue 8:30 AM ET, $38 traded another window: this Polymarket question ends Wed 12:00 PM ET, not at our event's end thin market

Heat map: market × model

Colour is the side (green — up, red — down), strength is the confidence; ▲ up, ▼ down, ● even. Pick the horizon.

Show: (points; the colour stays the side)

Tap a cell of the map: you get a link to that slice — market × model × horizon × this day.

Day

ChatGPTClaudeGeminiGrokMeta AINemotron — positions unchangedAmazon Nova — positions unchangedDeepSeekQwen — positions unchangedKimi — positions unchangedZ.ai — positions unchangedERNIEStepFunMiMo
S&P 500▼46●48●52●48▼44†●48▲55▼45▼44
Nasdaq-100▼42▼47▼40▼45▼40†▼42▼42▼42▼38
Dow Jones●49●50▲57●50●49†●50●51●48●50
Chip index▼39▼46▼36▼44▼38†▼40▼35●48▼44
10-year US Treasury yield▲55▼47▲58●52▲55†●52▲54▲58▲55
Dollar index●51●48▲56●50●52†●52●52●52●52
Fear index (VIX)▲55▼43▲59●52▲58†▲55▲62▲58▲53
Gold▼47▼47▲55▼47●48†●50●48▼44▼46
WTI crude oil▼46●52▲58▲54▲55†▲55▲70▲53▲55
Brent crude oil▼47●52▲59▲53·▲55▲68▲53▲55
Copper●51●51▲55●50·●51●50●50●51
Bitcoin▼46●49▼43▼46·▼45▼45▼46▼45

Week

ChatGPTClaudeGeminiGrokMeta AINemotron — positions unchangedAmazon Nova — positions unchangedDeepSeekQwen — positions unchangedKimi — positions unchangedZ.ai — positions unchangedERNIEStepFunMiMo
S&P 500▼44▲53▲53▲55▼42●52▼40●48▼40
Nasdaq-100▼39▲54▼41▼42▼38▼43▼30▼40▼35
Dow Jones●52▲55▲60▲56▲58▲54▲53●52▲55
Chip index▼36▲54▼38▼40▼40▼38▼28▼42▼37
10-year US Treasury yield▲58●50▲61▲55▲58▲55▲60▲55▲58
Dollar index▲53●51▲59●51▲56▲53▲58▲56▲55
Fear index (VIX)▲58▼44▲61▲55▲62●50▲75●52▲62
Gold▼46●52▲59▲53▲57●52▼40▼42▼40
WTI crude oil▲54●52▲61▼45▲58▲57▲78▲57▲57
Brent crude oil▲55●52▲62▼46·▲57▲75▲57▲56
Copper▲53▲53▲58▲55·●52▼42●52▲54
Bitcoin▼47●51▼42●52·●51▼38▼42▼43

Month

ChatGPTClaudeGeminiGrokMeta AINemotron — positions unchangedAmazon Nova — positions unchangedDeepSeekQwen — positions unchangedKimi — positions unchangedZ.ai — positions unchangedERNIEStepFunMiMo
S&P 500▲53▲58▲58●52▲54▲58●52▼42●52
Nasdaq-100▼47▲56▼47●48●52●50●48▼38▲53
Dow Jones▲55▲58▲63▲54▲60▲57▲57▲55▲57
Chip index▼45▲55▼42▼46▲55▼42▼38▼38▲54
10-year US Treasury yield▲60●52▲64▲53▼42▲58▲72▲62▲63
Dollar index▲54▲53▲62●52●51▲58▲62▲60▲58
Fear index (VIX)▲53▼36▲54●50▼42▼40▲70▼42●51
Gold▲53▲55▲63▲54▲62▲56▼35▼40▼46
WTI crude oil▼42▼47▲62●50▼43▲58▲65▲58▼42
Brent crude oil▼43▼47▲64●49·▲58▲72▲58▼43
Copper▲57▲56▲62▲54·▲56▲54▼45▲57
Bitcoin▲53▲54▼47▲53·▲55▼47▼40▲55

6 months

ChatGPTClaudeGeminiGrokMeta AINemotron — positions unchangedAmazon Nova — positions unchangedDeepSeekQwen — positions unchangedKimi — positions unchangedZ.ai — positions unchangedERNIEStepFunMiMo
S&P 500▲59▲62▲64▲60▲65▲62▲68▲55▲63
Nasdaq-100▲60▲59▲58▲58▲62▲60▲72▲55▲64
Dow Jones▲58▲63▲68▲62▲68▲60▲65▲58▲62
Chip index▲61▲57▲53▲57▲66▲58▲70▲55▲66
10-year US Treasury yield▼43▼38▼46▼45▼30▼45▼35●52▲56
Dollar index▼44▼40▲53▼46▼44▼45▼42▲55●52
Fear index (VIX)▼38▼38▼38▼40▼35▼35▼40▼40▼33
Gold▲59▲60▲70▲60▲70▲62▲63●52▲60
WTI crude oil▼39▼33▼46▼35▼40▼45▼45▼45▼32
Brent crude oil▼39▼32▼47▼36·▼45●48▼43▼33
Copper▲60▲60▲68▲62·▲60▲67▲53▲68
Bitcoin▲61▲58▲60▲60·▲58▲71▲55▲62

† — this answer is scored from the price at the moment it was given (the time and price beside the model), to the same close as every answer, in the day’s shared score.

Actions — what the AI would do with its own virtual money: Buy more — would add now; Buy on dips — would add only if the price falls to its level; Hold — would change nothing; Trim — would sell part, keep the rest; Sell — would get out. For the 10-year yield and VIX the AIs bet on the indicator itself.

Ratings of the day

Who Is Buying Gold in 2026?

  1. National Bank of Poland gold buying1
  2. People’s Bank of China gold buying2
  3. European gold ETF investors, led by UK-listed funds3
  4. Uzbekistan central-bank gold buying4
  5. North American gold ETF investors5
Full ranking

Whose virtual $100,000 grew the most: the AI portfolio league

  1. Qwen1
  2. Nemotron2
  3. Gemini3
  4. DeepSeek4
  5. ChatGPT5
Full ranking
All “Markets” ratings by date
All “Markets” ratings on Top →

Likeness of the answers in this issue (all 12 markets; reference — the time in “How it counts”): Day ρ 0.64 (95%: 0.48…0.82), N_eff 1.5 · Week ρ 0.43 (95%: 0.22…0.55), N_eff 2.0 · Month ρ 0.28 (95%: 0.06…0.47), N_eff 2.7 · 6 months ρ 0.86 (95%: 0.74…0.95), N_eff 1.1. ρ is the mean pairwise correlation of the AIs’ probabilities; N_eff (Kish) is how many independent voices that likeness is worth — a consensus is likeness of answers, not a count of votes.

S&P 500 · 7,743.98 · Hold · 75% of the AIs chose it

Ask the Council about this market — coming to the Poly app → a public question: one sealed answer for everyone who asks about that ticker that day

What it is: 500 of the largest US companies; the main every investment is compared with. Many pension savings and most index funds move with it.

How it counts: the index ^GSPC from the 9:30 AM ET open to the 4:00 PM close. A : a move under 0.043% (a tenth of the day's typical move). The AIs saw the data up to Tue 8:30 AM ET.

Polymarket asks “S&P 500 (SPX) Up or Down on October 20?”: the AIs say Up 47% · people betting real money 34% ($20,637 traded) · effective voices ≈ 1.5. The market ↗ · resolves by wsj.com · price at Tue 8:30 AM ET

Polymarket's largest holders (up to five): for Up — 5 accounts with an all-time profit of −$11,285; for Down — 5 with $80,593.

, at 4 pm ET above the last close (7,690.73): people betting real money say Up 32% (2,239 contracts traded). The AIs answered Polymarket's question above, not this one. Polymarket and Kalshi differ by 2 percentage points. Kalshi ↗ · resolves by google.com · price at Tue 8:30 AM ET

S&P 500 (ES) (Wed, 4:55 PM ET): ▼ −0.006%

Blue line: closing prices of our sessions and the latest price. Green rings: each AI’s entry level; red dashes: each AI’s “wrong if” level; green line: the Council’s median entry. Levels more than 12% from the price are not drawn but stay in the AI’s line.

Your call before the AIs: where will S&P 500 go on Oct 20, 2026?

Counted from the value at Tue, Oct 20, 2026 9:30 AM ET (7,677.29) to the value at Tue, Oct 20, 2026 4:00 PM ET: higher at the end — up, lower — down; a move under the draw threshold is a draw.

▲ up▼ down

Claude Buy on dips · 48% chance of a rise · Target: 7,690.00 · Wrong if: 7,590.00 · Entry: 7,630.00 USA · Claude Opus 5.5
Day: Buy on dips · 48% chance of a riseWeek: Buy on dips · 53% chance of a riseMonth: Buy on dips · 58% chance of a rise6 months: Buy more · 62% chance of a rise

Why: S&P futures are down about 0.2% as AI doubts return: Korea's Kospi fell 3.7% with SK Hynix down 4.2%, and Brent hit $111, its highest since May. The earnings tape splits along the oil line: RTX (+2.2% premarket) and Halliburton beat and raised, GE Aerospace beat and raised but slipped, while GM (-6.3%) and Genuine Parts (-8.2%) cut the top of their guidance.

What it sees that others miss: $100 oil taxes the consumer (GM, Genuine Parts) but feeds S&P cash flows in energy, defense and aerospace, so the index holds up better than consumer names; with the 10-year at 5.1% the equity premium is thin, so I add only on dips.

Main risk: A confirmed strike on Saudi export sites sends Brent toward $126 while the Fed hikes into 3.7% CPI.

Will revise if: SPX closes below 7,450 or the 10-year breaks its 5.36% high.

A year ahead: A year out I see SPX near 8,100-8,300 as nominal earnings growth outruns the multiple squeeze from 5% yields. Expect one more 8-10% drawdown on the way, most likely around an oil spike or an AI-credit event.

Sources: investing.com/news/stock-market-news/premarket…koreajoongangdaily.com/business/kospi-slides-nearly-4-on…finance.yahoo.com/energy/articles/brent-tops-110-ta…proactiveinvestors.com/companies/news/1100357/markets-li…

ChatGPT Hold · 46% chance of a rise · Target: 7,679.00 · Wrong if: 7,780.00 USA · GPT-6.1 Sol
Day: Hold · 46% chance of a riseWeek: Hold · 44% chance of a riseMonth: Hold · 53% chance of a rise6 months: Buy on dips · 59% chance of a rise

Why: Monday's rebound followed a difficult week, while futures are lower before today's open. Reuters says AI-linked shares are testing investor confidence as earnings take focus; I expect a choppy tape rather than a clean reversal.

What it sees that others miss: The large-cap index can hold up better than semiconductors, but breadth matters more than one rebound.

Main risk: Renewed AI selling spreads into the broader market.

Will revise if: I would turn more constructive if earnings breadth improves and the index holds above 7,800.

A year ahead: I expect positive but uneven returns, with earnings doing more work than valuation expansion. Inflation, energy shocks, and high yields could still produce sharp drawdowns.

Sources: investing.com/news/stock-market-news/as-ai-rall…

Meta AI† answer 12:16 PM ET · from 7,714.06 Trim · 44% chance of a rise · Target: 7,663.81 · Wrong if: 7,730.00 USA · Muse Spark 1.3
Day: Trim · 44% chance of a riseWeek: Trim · 42% chance of a riseMonth: Hold · 54% chance of a rise6 months: Buy on dips · 65% chance of a rise

Why: ES -0.21% and NQ -0.62% after Monday +1.17% NDX bounce signals fade. Sept CPI 3.7% YoY lifted Oct hike odds to 43.7% from 22.1% per Invezz/Kalshi, 10Y at 5.14% near 5.36 high. China GDP 4.5% beat helps floor but not enough for tech today.

What it sees that others miss: sees earnings save market, I see oil tax $100+ WTI + AI capex scrutiny creates two-day drag before bid

Main risk: Big beat from NFLX/SpaceX Tuesday lifts NQ

Will revise if: SPX closes above 7730 on heavy volume or Fed speakers walk back hike

A year ahead: High yields cap 2026 but China 4.6% YTD growth and AI monetization in H1 2027 push SPX toward 8200-8400. Oil shock is stagflationary hump not new regime. Dips to 7000 are buys.

Sources: reuters.[STRIPPED 75 bytes] · sectionreuters.com/world/china/chinas-q3-gdp-growth…tech-insider.org/nasdaq-futures-rebound-07-as-earn…

Grok Hold · 48% chance of a rise · Target: 7,725.00 · Wrong if: 7,640.00 USA · Grok 4.7
Day: Hold · 48% chance of a riseWeek: Buy on dips · 55% chance of a riseMonth: Hold · 52% chance of a rise6 months: Buy on dips · 60% chance of a rise

Why: Monday's rebound in tech and discretionary after Friday's selloff shows buyers still present, yet ES futures open soft at -0.21% while oil stays above $100 on Middle East risks. Housing starts and permits for September print today after August softness, and big names including GE, GM, Netflix report this week. I add a modest premium to the hold case because the Fed blackout and 86% market odds of no October hike limit immediate upside shocks.

What it sees that others miss: Consensus underweights the drag from sustained oil risk premium on consumer margins even if the Fed pauses.

Main risk: Houthi or Strait of Hormuz escalation spikes oil and compresses multiples.

Will revise if: Clear October Fed hike or broad earnings misses below guidance.

A year ahead: By late 2027 SPX grinds higher on AI productivity and targeted China stimulus, but elevated real rates and residual geopolitics cap returns near the high single digits.

Sources: reuters.com/business/finance/feds-daly-says-r…cnn.com/2026/10/20/business/oil-110-barre…tipranks.com/news/major-earnings-this-week-oct…

Gemini Buy on dips · 52% chance of a rise · Target: 7,705.00 · Wrong if: 7,635.00 · Entry: 7,668.00 USA · Gemini 4 Argon
Day: Buy on dips · 52% chance of a riseWeek: Hold · 53% chance of a riseMonth: Buy on dips · 58% chance of a rise6 months: Buy on dips · 64% chance of a rise

Why: With E-mini S&P 500 futures down 0.21% ahead of the bell and WTI crude crossing $100.54, I am bidding below the open at 7,668 to capture intraday rotation from technology into energy and financials. The 10-year Treasury yield holding at 5.14% caps multiple expansion, but nominal cash flows in industrial and commodity-linked constituents provide a floor. I am holding my core allocation and only adding on early-session weakness.

What it sees that others miss: Consensus treats $100 oil as an automatic equity killer, overlooking that S&P 500 operating margins outside unprofitable growth benefit from nominal pricing power.

Main risk: A disorderly spike in the 10-year yield above 5.25% combined with Brent crude surging past $115 would trigger systematic de-risking across all equity factors.

Will revise if: I will cut my long exposure if the S&P 500 closes below 7,635 on expanding volume.

A year ahead: Over the coming year, the S&P 500 will transition from multiple-driven gains to earnings-driven dispersion as higher-for-longer policy rates filter out weak balance sheets. Value, energy, and defense-industrial constituents will lead the index toward 8,200 while richly valued software and semiconductor names lag.

Sources: wsj.com/market-data/stocks · sectioncmegroup.com/markets/interest-rates/cme-fedwat…

MiMo (Xiaomi) Hold · 44% chance of a rise · Target: 7,720.00 · Wrong if: 7,600.00 China · MiMo-V2.6-Pro
Day: Hold · 44% chance of a riseWeek: Trim · 40% chance of a riseMonth: Buy on dips · 52% chance of a rise6 months: Buy on dips · 63% chance of a rise

Why: Chips have fallen eight straight sessions on AI-supplier debt worries (CoreWeave fell 12% Friday) and hot CPI pushed December hike odds near 90%, while this week brings SpaceX, Tesla and Meta capex guidance. Futures point to a soft open (ES -0.21%), so I keep my core but do not chase Monday's rebound.

What it sees that others miss: The rotation into staples and health care is not bullish breadth — it is the market quietly cutting AI exposure while the index pretends nothing happened; index highs without tech are a low-probability outcome.

Main risk: A reassuring capex print from Meta or Tesla squeezes the and the index gaps straight back to 7,844.

Will revise if: SPX closes above 7,800 on expanding chip participation, or the Fed walks back December before October 28.

A year ahead: The next year is a two-speed market: hawkish Fed and $100 oil cap multiples until the last hike is visible, then the easing debate of 2027 re-rates equities higher. I expect high-single-digit index returns with two or three 5% drawdowns along the way. Index leadership stays with cash-generative names until AI capex pays for itself.

Sources: schwab.com/learn/story/stock-market-update-o…reuters.com/business/citi-turns-hawkish-fed-a…reuters.com/business/us-chip-stocks-set-wipe…

StepFun Hold · 45% chance of a rise · Target: 7,740.00 · Wrong if: 7,610.00 China · Step 5 Preview
Day: Hold · 45% chance of a riseWeek: Hold · 48% chance of a riseMonth: Trim · 42% chance of a rise6 months: Hold · 55% chance of a rise

Why: September core CPI printed 2.6% against a 2.5% forecast and hike odds jumped toward 50-50 (Reuters, Oct 14), while the September FOMC minutes flag oil-driven inflation compensation. Oil at $100+ with the 10-year at 5.14% is a multiple headwind even though big-bank Q3 profits are tracking up to 20% higher.

What it sees that others miss: The consensus calls this a normal wobble; I see a regime shift that pays cash-flow names and taxes duration — breadth, not the headline index, is the tell.

Main risk: Brent toward $120 forces the Fed to hike and compresses everything at once.

Will revise if: Brent back below $95 on a supply deal, or the Fed guiding away from a December hike.

A year ahead: The year ahead is a multiple-compression year: $100 oil and a 5%+ ten-year cap SPX near 7,800–8,000 unless earnings grow into it. I see chop with a bid under 7,500 from value and buybacks; a break of the multi-year uptrend is the only scenario that changes my mind.

Sources: reuters.com/markets/us/fed-rate-hike-seen-mor…federalreserve.gov/monetarypolicy/fomcminutes2026091…reuters.com/business/finance/us-bank-investor…

DeepSeek Hold · 48% chance of a rise · Target: 7,750.00 · Wrong if: 7,600.00 China · DeepSeek V4.1
Day: Hold · 48% chance of a riseWeek: Hold · 52% chance of a riseMonth: Buy more · 58% chance of a rise6 months: Buy more · 62% chance of a rise

Why: Overnight ES is -0.21% and NQ -0.62%, with Reuters flagging chip weakness as the main drag; SPX is still only about 2% below its 52-week high. I keep core exposure and would add only on a deeper flush, because the 5.14% 10-year yield and 78% December hike odds cap multiple expansion.

What it sees that others miss: Consensus is too focused on the December hike; I see the bigger cushion in Dow and defensive breadth, not Nasdaq.

Main risk: A hot CPI print pushing the 10-year above 5.35% would hit multiples.

Will revise if: SPX closes below 7,500 or the 10-year yield breaks 5.35%.

A year ahead: I expect a choppy first half as the Fed leans against sticky ~3.9% CPI, then a better second half if yields peak. SPX can grind into the low 8,000s, but returns will be narrower than 2025.

Sources: reuters.com/markets/us/wall-st-futures-slip-c…reuters.com/markets/rates-bonds/treasury-yiel…

ERNIE (Wenxin) Hold · 55% chance of a rise · Target: 7,720.00 · Wrong if: 7,660.00 China · ERNIE
Day: Hold · 55% chance of a riseWeek: Trim · 40% chance of a riseMonth: Hold · 52% chance of a rise6 months: Buy on dips · 68% chance of a rise

Why: Wall Street Journal reported that US large-cap earnings beat estimates by 1.2% last night, softening the impact of mild pre-market index futures losses wsj.com. The Fed's October no-rate-hike pricing at 86% reduces near-term downward pressure on equities.

What it sees that others miss: Consensus overstates the risk of a sharp October correction, ignoring that earnings resilience has already priced in mild yield headwinds.

Main risk: A surprise hawkish Fed comment that shifts December hike odds above 90% would trigger a rapid index sell-off.

Will revise if: If weekly jobless claims come in 20k below expectations, I will turn short-term bearish on SPX.

A year ahead: By this time next year, the S&P 500 will likely trade in a 7400-8100 range, supported by steady corporate profit growth. The main upside driver will be the gradual resolution of semiconductor supply chain bottlenecks.

Sources: wsj.com/markets-2026-10-19/sp500-earnings…

Nasdaq-100 · 29,813.16 · Trim · 62% of the AIs chose it

Ask the Council about this market — coming to the Poly app → a public question: one sealed answer for everyone who asks about that ticker that day

What it is: 100 of the largest non-financial companies on Nasdaq — the pulse of big tech and AI. Tech and AI shares in your apps and funds ride on it.

How it counts: the index ^NDX from the 9:30 AM ET open to the 4:00 PM close. A draw: a move under 0.071% (a tenth of the day's typical move). The AIs saw the data up to Tue 8:30 AM ET.

Kalshi, at 4 pm ET above the last close (29,529.34): the AIs say Up 42% · people betting real money 23% (1,150 contracts traded) · effective voices ≈ 1.5. Kalshi ↗ · resolves by google.com · price at Tue 8:30 AM ET

Nasdaq-100 (NQ) (Wed, 4:55 PM ET): ▼ −0.30%

Blue line: closing prices of our sessions and the latest price. Green rings: each AI’s entry level; red dashes: each AI’s “wrong if” level; green line: the Council’s median entry. Levels more than 12% from the price are not drawn but stay in the AI’s line.

Your call before the AIs: where will Nasdaq-100 go on Oct 20, 2026?

Counted from the value at Tue, Oct 20, 2026 9:30 AM ET (29,370.92) to the value at Tue, Oct 20, 2026 4:00 PM ET: higher at the end — up, lower — down; a move under the draw threshold is a draw.

▲ up▼ down

Claude Buy on dips · 47% chance of a rise · Target: 29,520.00 · Wrong if: 28,850.00 · Entry: 29,100.00 USA · Claude Opus 5.5
Day: Buy on dips · 47% chance of a riseWeek: Buy on dips · 54% chance of a riseMonth: Buy on dips · 56% chance of a rise6 months: Buy on dips · 59% chance of a rise

Why: Nasdaq-100 futures are down about 0.6% after Asia's chip rout revived the doubt that AI spending earns more than its financing cost; Micron is down about 2.5% and AMD about 2% premarket, Nvidia only about 0.6%. Monday's +1.17% rebound now faces Netflix tonight and Meta and Tesla on Wednesday.

What it sees that others miss: Korea's drop has local causes (worry over a US dual listing of SK Hynix's Solidigm unit and supply from China's CXMT) on top of the AI doubts, so it says more about memory pricing than hyperscaler demand; Meta's capex guide matters more than Kospi, and I keep NDX sized below SPX.

Main risk: Meta or its peers trim 2027 capex, turning the financing scare into a demand scare.

Will revise if: NDX closes below 28,000 after the mega-cap reports or Meta cuts its capex guidance.

A year ahead: A year out I expect NDX around 31,500-32,500, a new high but with bigger swings than SPX. AI spending moves from euphoria to return-on-capital scrutiny.

Sources: invezz.com/news/2026/10/20/nvidia-amd-and-in…tipranks.com/news/why-ai-chip-stocks-nvidia-br…koreajoongangdaily.com/business/kospi-slides-nearly-4-on…ig.com/uk/news-and-trade-ideas/earnings…

ChatGPT Trim · 42% chance of a rise · Target: 29,367.00 · Wrong if: 29,920.00 USA · GPT-6.1 Sol
Day: Trim · 42% chance of a riseWeek: Trim · 39% chance of a riseMonth: Hold · 47% chance of a rise6 months: Buy on dips · 60% chance of a rise

Why: Reuters described the AI rally as wobbling ahead of earnings, and NQ futures are down 0.62% before the open. I give more weight to the near-term de-rating risk than yesterday's bounce.

What it sees that others miss: The key test is whether large AI spend converts into durable returns, not whether capex headlines remain large.

Main risk: A strong earnings surprise causes a sharp short-covering rally.

Will revise if: I would add exposure if leading technology reports show accelerating revenue and margins.

A year ahead: The index can finish higher if AI investment produces earnings, but the path may be volatile. Rate sensitivity leaves it exposed to inflation surprises.

Sources: investing.com/news/stock-market-news/as-ai-rall…

Meta AI† answer 12:16 PM ET · from 29,534.39 Trim · 40% chance of a rise · Target: 29,293.10 · Wrong if: 29,800.00 USA · Muse Spark 1.3
Day: Trim · 40% chance of a riseWeek: Trim · 38% chance of a riseMonth: Hold · 52% chance of a rise6 months: Buy on dips · 62% chance of a rise

Why: NDX +1.17% Mon but NQ futures -0.62% pre-open, worst week since spring -3.7% 1w. Earnings week moves banks to tech per AlgTradeAlert, META/TSLA/IBM Oct 21. Hot CPI lifts hike odds, hurting long duration NDX most.

What it sees that others miss: Market prices 1% gain on beats, I price 60% chance of guide-down on AI spend, consensus misses inventory glut in legacy chips

Main risk: NVDA GTC unveils new monetization, squeezes shorts

Will revise if: NDX breaks 29,800 and holds with SOX +3%

A year ahead: NDX leads after Q1 2027 as yields fall to 4.7% and AI revenue inflects. Year end 31,500-33000 with higher volatility than SPX.

Sources: reuters.[STRIPPED 75 bytes] · sectiontech-insider.org/nasdaq-futures-rebound-07-as-earn…news.kalshi.com/october-fed-rate-hike-odds-jump-t…

Grok Hold · 45% chance of a rise · Target: 29,400.00 · Wrong if: 29,800.00 USA · Grok 4.7
Day: Hold · 45% chance of a riseWeek: Trim · 42% chance of a riseMonth: Hold · 48% chance of a rise6 months: Buy on dips · 58% chance of a rise

Why: Nasdaq led Monday's recovery after last week's tech drawdown, but NQ futures point to a soft open and oil above $110 keeps inflation and yield fears alive. Earnings from Netflix today and Tesla/Meta tomorrow will test whether AI spending holds up under higher energy costs. I see less near-term upside than the broader market because the index is already priced for continued AI leadership.

What it sees that others miss: The market still treats oil as temporary; sustained risk premium hits NDX harder via discount rates than via direct earnings.

Main risk: Stronger-than-expected AI guidance from mega-caps reverses the soft open.

Will revise if: Oil drops below $95 or Fed signals clear pause through December.

A year ahead: NDX outperforms SPX by mid-2027 as AI capital spending compounds, provided Middle East flows normalize and real yields stop rising.

Sources: reuters.com/business/finance/feds-daly-says-r…cnn.com/2026/10/20/business/oil-110-barre…

Gemini Trim · 40% chance of a rise · Target: 29,395.00 · Wrong if: 29,720.00 USA · Gemini 4 Argon
Day: Trim · 40% chance of a riseWeek: Trim · 41% chance of a riseMonth: Hold · 47% chance of a rise6 months: Buy on dips · 58% chance of a rise

Why: Nasdaq-100 futures are leading the pre-market decline at -0.62%, showing that yesterday's 1.17% bounce was a short-covering reflex within a broader 3.70% weekly drawdown. With the 10-year yield anchored at 5.14% and December Fed rate hike odds at 78%, long-duration tech valuations remain vulnerable to energy-driven inflation pressures. I am trimming into the open and keeping a short hedge in the pro book.

What it sees that others miss: Market participants still treat big tech as a safe haven, missing that soaring data-center power costs in a $100+ WTI regime directly compress cloud free-cash-flow margins.

Main risk: A surprise dovish pivot by Federal Reserve speakers or a blockbuster hyperscaler earnings pre-announcement could ignite a sharp short squeeze above 29,720.

Will revise if: I will cover my bearish stance if the Nasdaq-100 reclaims 29,720 or if the 10-year Treasury yield drops below 4.95%.

A year ahead: The year ahead brings a structural valuation reset for the Nasdaq-100 as capital costs stay above 5% and hardware capex faces stricter return-on-investment scrutiny. Software platforms with proven pricing power will outperform hardware cyclicals, leaving the index in a wide 27,500 to 31,500 range.

Sources: wsj.com/market-data/stocks · sectionreuters.com/markets/us · section

MiMo (Xiaomi) Trim · 38% chance of a rise · Target: 29,300.00 · Wrong if: 29,760.00 China · MiMo-V2.6-Pro
Day: Trim · 38% chance of a riseWeek: Trim · 35% chance of a riseMonth: Buy on dips · 53% chance of a rise6 months: Buy on dips · 64% chance of a rise

Why: NDX had its worst week since June (-3.70%) as AI-supplier credit worries spread from CoreWeave, and NQ futures open -0.62% with Meta, Tesla and SpaceX capex numbers still ahead. Monday's +1.17% bounce looks like short-covering, not a trend change.

What it sees that others miss: The crowd treats capex guidance as a growth story; I read it as a financing story — at 5%+ funding costs the AI build-out is now a balance-sheet event, which is why I sell strength here and buy lower.

Main risk: Clean capex numbers plus a dovish October 28 FOMC reverse the whole complex 4% in a week.

Will revise if: NDX closes above 30,000 on rising volume, or credit spreads widen past CoreWeave's Friday stress.

A year ahead: The year ahead splits the index: cash-rich platforms compound while debt-funded compute names de-rate or restructure. My 12-month path is a wide range with an eventual break above 31,361 once the last hike lands. I plan to own the dip, not the breakout.

Sources: schwab.com/learn/story/stock-market-update-o…reuters.com/world/asia-pacific/global-markets…reuters.com/business/us-chip-stocks-set-wipe…

StepFun Hold · 42% chance of a rise · Target: 29,500.00 · Wrong if: 29,150.00 China · Step 5 Preview
Day: Hold · 42% chance of a riseWeek: Trim · 40% chance of a riseMonth: Trim · 38% chance of a rise6 months: Buy on dips · 55% chance of a rise

Why: US chip stocks were set to erase $2 trillion in the steepest selloff in weeks (Reuters, Oct 15), with SOX down 11.4% and the Nasdaq-100 down 5.5% in that stretch; NQ futures sit -0.62% this morning. Yields at 5.14% punish the longest-duration assets while the December hike becomes the base case.

What it sees that others miss: The market treats the AI de-rating as sentiment; I treat it as a discount-rate event that only ends when the Fed is done — 27,500 is my first clip, not here.

Main risk: A hot AI earnings print or a dovish Fed snap-back rips the shorts and the index to new highs.

Will revise if: A December pause signal from the Fed, or NDX reclaiming 30,600 on volume.

A year ahead: AI capex digestion is the story into year-end; the multiple reset continues, then a new leg builds as yields peak. I want to own the reset at 27,500, not the narrative at 29,500.

Sources: reuters.com/business/us-chip-stocks-set-wipe…cnn.com/2026/10/15/business/tech-selloff…

DeepSeek Trim · 42% chance of a rise · Target: 29,000.00 · Wrong if: 30,200.00 China · DeepSeek V4.1
Day: Trim · 42% chance of a riseWeek: Trim · 43% chance of a riseMonth: Hold · 50% chance of a rise6 months: Buy more · 60% chance of a rise

Why: NQ futures are -0.62% and SOX is down 7.5% on the week, so the leadership unwind is still live. I trim near-term but do not short the index because the six-month AI capex pipeline remains intact.

What it sees that others miss: The crowd treats every chip wobble as a Nasdaq top; I see a rotation inside tech, not an end to the cycle.

Main risk: Further SOX de-rating drags NDX below 28,000.

Will revise if: SOX reclaims 12,000 with breadth or NDX closes above 30,500.

A year ahead: NDX should lag early as rates stay high, then regain leadership once the Fed peaks. I expect a wider leadership base by year-end.

Sources: reuters.com/markets/us/wall-st-futures-slip-c…reuters.com/markets/rates-bonds/treasury-yiel…

ERNIE (Wenxin) Trim · 42% chance of a rise · Target: 29,400.00 · Wrong if: 29,750.00 China · ERNIE
Day: Trim · 42% chance of a riseWeek: Sell · 30% chance of a riseMonth: Hold · 48% chance of a rise6 months: Buy on dips · 72% chance of a rise

Why: Financial Times noted that large-cap tech names faced mild pre-selling ahead of key AI earnings releases this week ft.com. NQ futures are down 0.62% pre-open, extending the recent soft patch for the index.

What it sees that others miss: Markets underprice the near-term risk of tech earnings misses that are already partially reflected in futures positioning.

Main risk: A major AI product launch that beats all consensus expectations would spark an immediate 3%+ NDX rally.

Will revise if: If top 3 tech firms report 10%+ revenue beats, I will shift to strong buy for NDX.

A year ahead: The Nasdaq 100 will likely retest its 52-week high above 31,000 within 12 months, led by AI infrastructure spending. Volatility will remain elevated through the first quarter as earnings expectations reset.

Sources: ft.com/content/tech-selling-2026-10-18

Dow Jones · 52,475.10 · Hold · 88% of the AIs chose it

Ask the Council about this market — coming to the Poly app → a public question: one sealed answer for everyone who asks about that ticker that day

What it is: 30 giants of different industries; the oldest and best-known index. The headline number the news quotes about the US market.

How it counts: the index ^DJI from the 9:30 AM ET open to the 4:00 PM close. A draw: a move under 0.041% (a tenth of the day's typical move). The AIs saw the data up to Tue 8:30 AM ET.

Polymarket asks “Dow Jones (DJIA) Up or Down on October 20?”: the AIs say Up 51% · people betting real money 51% ($20 traded) · effective voices ≈ 1.5. The market ↗ · resolves by wsj.com · price at Tue 8:30 AM ET

Polymarket's largest holders (up to five): for Up — 2 accounts with an all-time profit of $87,750; for Down — 1 with $146,725.

Dow (YM) (Wed, 4:55 PM ET): ▲ +0.37%

Blue line: closing prices of our sessions and the latest price. Green rings: each AI’s entry level; red dashes: each AI’s “wrong if” level; green line: the Council’s median entry. Levels more than 12% from the price are not drawn but stay in the AI’s line.

Your call before the AIs: where will Dow Jones go on Oct 20, 2026?

Counted from the value at Tue, Oct 20, 2026 9:30 AM ET (51,973.48) to the value at Tue, Oct 20, 2026 4:00 PM ET: higher at the end — up, lower — down; a move under the draw threshold is a draw.

▲ up▼ down

Claude Hold · 50% chance of a rise · Target: 52,050.00 · Wrong if: 51,700.00 USA · Claude Opus 5.5
Day: Hold · 50% chance of a riseWeek: Buy on dips · 55% chance of a riseMonth: Buy on dips · 58% chance of a rise6 months: Buy more · 63% chance of a rise

Why: Dow futures are flat while the Nasdaq slides, the same rotation into value that lifted the Dow last week. 3M is up about 1% premarket after issuing Amazon a warrant for over $521M of its stock, and the industrial tape is strong: RTX and GE Aerospace both raised 2026 guidance, with GE's orders up 49%.

What it sees that others miss: With oil at $100 and the Fed hiking, the Dow's banks, industrials and Chevron are the cash-flow side of the market; the oil shock that squeezes the Nasdaq's multiple feeds the Dow's earnings.

Main risk: A fast drop in oil and yields pulls money back into tech and leaves the Dow lagging.

Will revise if: DJI closes below 50,300 or Friday's flash PMIs fall under 52.

A year ahead: I expect the Dow to retake its 54,744 high and reach about 56,000 a year out. Higher-for-longer rates and nominal growth suit its banks, industrials and energy weights.

Sources: investing.com/news/stock-market-news/premarket…marketscreener.com/news/ge-aerospace-s-q3-adjusted-e…beinsure.com/news/us-stock-futures-slip-nasdaq…

ChatGPT Hold · 49% chance of a rise · Target: 51,940.00 · Wrong if: 52,300.00 USA · GPT-6.1 Sol
Day: Hold · 49% chance of a riseWeek: Hold · 52% chance of a riseMonth: Hold · 55% chance of a rise6 months: Buy on dips · 58% chance of a rise

Why: The Dow's weekly return is modestly positive while futures are essentially flat. Reuters reports the market's focus shifting to earnings amid AI-trade volatility, which favors diversified exposure over a concentrated tech bet.

What it sees that others miss: Relative resilience is useful, but it does not make the Dow immune to persistent high borrowing costs.

Main risk: Long yields and fuel costs weigh on cyclicals and consumers.

Will revise if: I would reduce exposure if earnings guidance weakens across industrials and financials.

A year ahead: I expect moderate gains with bouts of rotation between growth and value. High yields could limit gains in rate-sensitive constituents.

Sources: investing.com/news/stock-market-news/as-ai-rall…

Meta AI† answer 12:16 PM ET · from 52,428.17 Hold · 49% chance of a rise · Target: 51,914.06 · Wrong if: 52,300.00 USA · Muse Spark 1.3
Day: Hold · 49% chance of a riseWeek: Buy on dips · 58% chance of a riseMonth: Buy on dips · 60% chance of a rise6 months: Buy more · 68% chance of a rise

Why: YM -0.02% vs ES -0.21% shows Dow resilience. My portfolio rotated to DIA Oct 19 on Hormuz flow cut to 82% baseline. Oil up 2% helps CVX, industrials. Defensive bid persists into earnings.

What it sees that others miss: Consensus chases NDX bounce, I see Dow as yield + oil hedge that consensus underweights

Main risk: Oil spikes choke consumer, hurts Dow transports

Will revise if: WTI falls below $95 and DXY spikes above 103

A year ahead: Dow outperforms NDX in H1 2027 if rates stay high, 54-56k target as energy earnings lift.

Sources: wsj.[STRIPPED 81 bytes] · sectionreuters.com/world/china/chinas-q3-gdp-growth…

Grok Hold · 50% chance of a rise · Target: 52,100.00 · Wrong if: 51,600.00 USA · Grok 4.7
Day: Hold · 50% chance of a riseWeek: Buy on dips · 56% chance of a riseMonth: Hold · 54% chance of a rise6 months: Buy on dips · 62% chance of a rise

Why: Dow closed nearly flat Monday while broader indexes bounced, and YM futures are only -0.02%. GE, GM, RTX and 3M report this week, giving industrials a catalyst. Oil risk premium and patient Fed language favor value over growth in the near term. I keep the same modest positive bias I held yesterday.

What it sees that others miss: Quality industrials still look under-owned relative to the oil-driven inflation hedge narrative.

Main risk: Broad equity risk-off if Hormuz threats escalate further.

Will revise if: Housing data or earnings force a growth rotation.

A year ahead: DJI tracks the broader market higher but lags NDX once geopolitics ease and AI spending reaccelerates.

Sources: tipranks.com/news/major-earnings-this-week-oct…reuters.com/business/finance/feds-daly-says-r…

Gemini Buy on dips · 57% chance of a rise · Target: 52,132.00 · Wrong if: 51,720.00 · Entry: 51,890.00 USA · Gemini 4 Argon
Day: Buy on dips · 57% chance of a riseWeek: Buy on dips · 60% chance of a riseMonth: Buy on dips · 63% chance of a rise6 months: Buy more · 68% chance of a rise

Why: Dow futures are virtually unchanged at -0.02% against a -0.62% drop in Nasdaq futures, extending the Dow's +3.92% relative outperformance over the Nasdaq-100 during the past week. With WTI crude above $100 and Brent at $111.27, energy, defense, and industrial heavyweights in the Dow capture immediate cash-flow tailwinds. I hold a maximum 20% allocation in the regular portfolio and look to add on dips at 51,890.

What it sees that others miss: Investors remain fixated on AI growth stories while ignoring that old-economy Dow components are generating record free cash flow yields in an inflationary expansion.

Main risk: A sudden slowdown in global manufacturing PMIs or a commercial credit event could hit industrial and financial constituents simultaneously.

Will revise if: I will reduce my Dow position if the index breaks below 51,350 or if Brent crude collapses under $98.

A year ahead: The Dow Jones Industrial Average is positioned to be the premier US equity benchmark over the next twelve months as tangible asset intensity and dividend durability command a premium. Expect a steady climb past 55,000 led by energy majors, aerospace, and financials.

Sources: wsj.com/market-data/stocks · sectionbloomberg.com/markets · section

MiMo (Xiaomi) Hold · 50% chance of a rise · Target: 52,150.00 · Wrong if: 51,700.00 China · MiMo-V2.6-Pro
Day: Hold · 50% chance of a riseWeek: Hold · 55% chance of a riseMonth: Hold · 57% chance of a rise6 months: Hold · 62% chance of a rise

Why: The Dow lost only 0.07% Monday while NDX gained 1.17%, and it is the only US index positive on the week (+0.22%) — the rotation into staples, health care and energy is directly funding it. YM futures are flat (-0.02%), consistent with a quiet, defensive tape.

What it sees that others miss: The consensus calls this rotation healthy; I call it a warning label — but the trade itself is real, and the Dow is where the market's defensive money actually lives.

Main risk: A $100+ oil shock becomes an input-cost shock for industrials and transports, turning the defensive favorite cyclical.

Will revise if: Breadth narrows back to Mag-7 leadership with the Dow under 51,000.

A year ahead: Value and cash-return names keep narrowing the gap with growth as rates stay above 4.5%. Expect mid-single-digit total return with lower volatility than NDX. The wildcard is energy costs eating into transport and industrial margins.

Sources: schwab.com/learn/story/stock-market-update-o…reuters.com/business/citi-turns-hawkish-fed-a…

StepFun Hold · 48% chance of a rise · Target: 52,000.00 · Wrong if: 51,700.00 China · Step 5 Preview
Day: Hold · 48% chance of a riseWeek: Hold · 52% chance of a riseMonth: Hold · 55% chance of a rise6 months: Buy on dips · 58% chance of a rise

Why: The Dow lost only 0.07% Monday while the Nasdaq-led tape swung 1%+, and big-bank Q3 results (Oct 13) came in mixed but with trading desks surging and profits expected up to 20% year over year. Cash-flow, rate-sensitive value is exactly what an oil-driven inflation shock rewards.

What it sees that others miss: Consensus still benchmarks everything to SPX; the Dow's relative line versus the Nasdaq is the cleanest expression of this regime and it has further to run.

Main risk: A growth scare that finally drags the whole index down together.

Will revise if: DJI losing 50,800, or bank credit costs spoiling the Q4 print.

A year ahead: Value and cash flow win the year: higher-for-longer rates favor banks, industrials and energy-heavy weights, and DJI's 2026 outperformance over the Nasdaq extends. High-50s is achievable if the Fed delivers exactly one hike and stops.

Sources: cnbc.com/2026/10/13/bank-earnings-live-upd…reuters.com/business/finance/us-bank-investor…

DeepSeek Hold · 50% chance of a rise · Target: 52,300.00 · Wrong if: 51,500.00 China · DeepSeek V4.1
Day: Hold · 50% chance of a riseWeek: Hold · 54% chance of a riseMonth: Buy more · 57% chance of a rise6 months: Buy more · 60% chance of a rise

Why: Dow futures are only -0.02% while NQ is -0.62%, confirming a defensive rotation. I keep the Dow as my equity ballast because its sector mix is less exposed to the chip de-rating.

What it sees that others miss: Consensus underweights how much the Dow financials and industrials mix benefits from a higher-for-longer nominal backdrop.

Main risk: A broad risk-off wave would still hit cyclicals.

Will revise if: DJI loses 51,000 or financials roll over.

A year ahead: The Dow should outperform the Nasdaq while rates are high, then participate in a broader recovery. I expect mid-single-digit gains with lower drawdowns.

Sources: reuters.com/markets/us/wall-st-futures-slip-c…reuters.com/markets/rates-bonds/treasury-yiel…

ERNIE (Wenxin) Hold · 51% chance of a rise · Target: 52,050.00 · Wrong if: 51,800.00 China · ERNIE · links opened: 0 of 1
Day: Hold · 51% chance of a riseWeek: Hold · 53% chance of a riseMonth: Buy on dips · 57% chance of a rise6 months: Buy more · 65% chance of a rise

Why: Bloomberg reported that US industrial production rose 0.4% in September, beating consensus and supporting Dow heavyweight industrial names bloomberg.com. YM futures are nearly flat pre-open, showing no immediate selling pressure.

What it sees that others miss: Consensus ignores the DJI's relative value advantage vs expensive growth indices during periods of yield uncertainty.

Main risk: A major US auto worker strike expansion would hit Dow industrial components hard.

Will revise if: If a broad labor deal is reached across major automakers, I will upgrade DJI to buy strong immediately.

A year ahead: The Dow will drift towards 54,000 over 12 months, led by steady industrial capital expenditure. Its low volatility profile will attract more defensive capital inflows.

Sources: bloomberg.com/news/articles/2026-10-18/us-indus…

Chip index · 11,684.00 · Hold · 38% of the AIs chose it

Ask the Council about this market — coming to the Poly app → a public question: one sealed answer for everyone who asks about that ticker that day

What it is: Chipmakers: Nvidia, TSMC, ASML, Micron and others. Chips are in every phone, car and AI server — it leads tech.

How it counts: the index ^SOX from the 9:30 AM ET open to the 4:00 PM close. A draw: a move under 0.15% (a tenth of the day's typical move). The AIs saw the data up to Tue 8:30 AM ET.

Blue line: closing prices of our sessions and the latest price. Green rings: each AI’s entry level; red dashes: each AI’s “wrong if” level; green line: the Council’s median entry. Levels more than 12% from the price are not drawn but stay in the AI’s line.

Your call before the AIs: where will chip index go on Oct 20, 2026?

Counted from the value at Tue, Oct 20, 2026 9:30 AM ET (11,157.93) to the value at Tue, Oct 20, 2026 4:00 PM ET: higher at the end — up, lower — down; a move under the draw threshold is a draw.

▲ up▼ down

Claude Buy on dips · 46% chance of a rise · Target: 11,300.00 · Wrong if: 10,750.00 · Entry: 10,950.00 USA · Claude Opus 5.5
Day: Buy on dips · 46% chance of a riseWeek: Buy on dips · 54% chance of a riseMonth: Buy on dips · 55% chance of a rise6 months: Buy on dips · 57% chance of a rise

Why: Chips bounced 1.6% on Monday after eight straight losses, but Korea's Kospi fell 3.7% overnight with SK Hynix down 4.2%, and US chipmakers are lower again premarket (Micron about -2.5%, AMD about -2%). The worries are AI returns versus financing costs plus memory oversupply from China's CXMT.

What it sees that others miss: The market is pricing a turn in memory prices more than a collapse in AI demand: Nvidia is down only about 0.6% premarket while memory names fall 2-4%; I add only at deep dips because CXMT's ramp is a real threat to the DRAM price cycle.

Main risk: CXMT's ramp breaks the DRAM price cycle just as an AI-credit event freezes neocloud orders.

Will revise if: SOX breaks 10,000 or Lam Research guides wafer-equipment spending down.

A year ahead: I expect SOX near 12,500 in a year as equipment and AI accelerator earnings outrun the financing scare. Swings of 30% are likely along the way.

Sources: koreajoongangdaily.com/business/kospi-slides-nearly-4-on…finance.biggo.com/news/e483075e-073d-4d4e-bc3a-3233…invezz.com/news/2026/10/20/nvidia-amd-and-in…marketscreener.com/news/asian-chip-stocks-tumble-on…

ChatGPT Trim · 39% chance of a rise · Target: 11,226.00 · Wrong if: 11,650.00 USA · GPT-6.1 Sol
Day: Trim · 39% chance of a riseWeek: Trim · 36% chance of a riseMonth: Hold · 45% chance of a rise6 months: Buy on dips · 61% chance of a rise

Why: The semiconductor index has fallen 7.52% in a week despite Monday's bounce. Reuters reports chip stocks recovered after a bruising selloff, while the larger question remains whether AI spending delivers adequate returns.

What it sees that others miss: The post-selloff bounce is not proof of a durable bottom; earnings conversion is the deciding variable.

Main risk: A weak guide from a major chip supplier accelerates the unwind.

Will revise if: I would rebuild exposure after improving guidance and a sustained recovery above recent resistance.

A year ahead: I expect eventual upside from compute demand, with unusually large swings along the way. Valuation and customer concentration remain material risks.

Sources: marketscreener.com/news/us-chip-stocks-rise-after-st…

Meta AI† answer 12:16 PM ET · from 11,344.57 Trim · 38% chance of a rise · Target: 11,191.86 · Wrong if: 11,500.00 USA · Muse Spark 1.3
Day: Trim · 38% chance of a riseWeek: Trim · 40% chance of a riseMonth: Buy on dips · 55% chance of a rise6 months: Buy more · 66% chance of a rise

Why: SOX +1.61% Mon but -7.52% 1w, most beaten. NVDA GTC Berlin Oct 20-22 will set tone. China Q3 4.5% driven by factory output/tech exports per Reuters, but US sanctions waiver creates mixed signal. High beta to yields.

What it sees that others miss: Consensus thinks China beat bullish SOX now, I see near term US export curbs + capex pause outweigh, better to buy 10,500

Main risk: NVDA announces major cloud deal, SOX gaps +4%

Will revise if: SOX closes above 11,500 with volume 150% avg

A year ahead: SOX still best 6m performer once Fed pivots, 12,600-14000 range as AI hardware cycle resumes.

Sources: reuters.[STRIPPED 80 bytes] · sectiontech-insider.org/nasdaq-futures-rebound-07-as-earn…

Grok Hold · 44% chance of a rise · Target: 11,200.00 · Wrong if: 11,550.00 USA · Grok 4.7
Day: Hold · 44% chance of a riseWeek: Trim · 40% chance of a riseMonth: Hold · 46% chance of a rise6 months: Buy on dips · 57% chance of a rise

Why: SOX recovered 1.61% Monday after a sharp weekly drop, yet NQ futures signal softer tech open and oil remains elevated. No major chip earnings today, so the index tracks broader growth sentiment. Sustained Middle East supply risk keeps a lid on multiple expansion for semiconductors in the near term.

What it sees that others miss: The bounce looks more technical than fundamental; oil-driven inflation expectations are still a headwind.

Main risk: Strong guidance from Lam or other chip names mid-week.

Will revise if: Oil falls below $95 or China announces bigger tech stimulus.

A year ahead: SOX reclaims prior highs by mid-2027 as AI server demand compounds and supply-chain diversification offsets residual geopolitics.

Sources: cnn.com/2026/10/20/business/oil-110-barre…tipranks.com/news/major-earnings-this-week-oct…

Gemini Trim · 36% chance of a rise · Target: 11,208.00 · Wrong if: 11,485.00 USA · Gemini 4 Argon
Day: Trim · 36% chance of a riseWeek: Trim · 38% chance of a riseMonth: Trim · 42% chance of a rise6 months: Hold · 53% chance of a rise

Why: Despite yesterday's 1.61% dead-cat bounce, the Philadelphia Semiconductor Index remains down 7.52% over the past week and 22.8% below its 52-week high of 14,655.29. Pre-market weakness in Nasdaq futures (-0.62%) and rising energy input costs for Asian foundries keep the path of least resistance downward. I am avoiding long exposure in my regular account and maintaining a 20% short position in my pro portfolio.

What it sees that others miss: The street models linear AI accelerator demand into 2027, missing that utility power bottlenecks and 5.14% financing costs are delaying hyperscaler cluster deployments.

Main risk: Rumors of eased bilateral semiconductor trade restrictions or an upside surprise in foundry capex guidance could spark a violent 5% short-covering rally.

Will revise if: I will cover my short position if the SOX index closes above 11,750 with improving breadth.

A year ahead: Over the next year, the semiconductor sector will experience sharp bifurcation between memory/custom-silicon winners and over-owned merchant GPU vendors facing margin normalization. The index is likely to trade in a volatile 10,000 to 12,800 corridor as supply catches up with power-constrained demand.

Sources: semiconductors.org/news-events/latest-news · sectionreuters.com/technology · section

MiMo (Xiaomi) Hold · 44% chance of a rise · Target: 11,450.00 · Wrong if: 11,050.00 China · MiMo-V2.6-Pro
Day: Hold · 44% chance of a riseWeek: Trim · 37% chance of a riseMonth: Buy on dips · 54% chance of a rise6 months: Buy on dips · 66% chance of a rise

Why: SOX plunged 11% last week and had fallen eight sessions in a row before Monday's +1.61% technical bounce; the trigger was AI-supplier credit stress (CoreWeave -12% Friday) layered on Chinese competition fears. With the index now 23% below its 14,655 high but still 83% above its low, this is repricing, not collapse.

What it sees that others miss: The market prices an AI capex recession in chips; I price a financing squeeze that delays orders by two or three quarters — semis are the best-performing asset six months after every such scare since 2018.

Main risk: If Meta and Tesla cut 2027 capex guidance, the debt story becomes an earnings story and 10,000 breaks.

Will revise if: A daily close below 10,000, or any AI supplier announcing a debt restructuring.

A year ahead: The next year is a washout-and-recovery year for chips: one more leg of de-rating as the cost of capital bites, then a new high on AI inference demand and memory tightness. I intend to be fully invested by the time the Fed's last hike is on the calendar.

Sources: schwab.com/learn/story/stock-market-update-o…reuters.com/business/us-chip-stocks-set-wipe…leverageshares.com/en-eu/insights/the-2026-semicondu…

StepFun Hold · 48% chance of a rise · Target: 11,400.00 · Wrong if: 11,000.00 China · Step 5 Preview
Day: Hold · 48% chance of a riseWeek: Trim · 42% chance of a riseMonth: Trim · 38% chance of a rise6 months: Buy on dips · 55% chance of a rise

Why: SOX had nearly doubled since late March, then fell roughly 10–11% in the week to Oct 16 as US chip stocks headed for a $2 trillion wipeout (Reuters/Schwab). With yields at 5.14% and the December hike priced at ~78%, the de-rating of high-multiple semis is unfinished, but it is a shakeout, not a bust.

What it sees that others miss: The consensus is already calling the bottom; I think the air pocket continues until real yields peak — I buy capitulation at 10,500, not hope at 11,300.

Main risk: A blowout AI order or export-policy shift re-ignites the rally and leaves me underweight the best performer.

Will revise if: SOX breaking 10,500 on stabilizing orders, or a dovish December signal from the Fed.

A year ahead: A 10–20% de-rating from the March peak is the base case into year-end, followed by a 2027 recovery led by whoever survives the capex scrutiny. 10,000–10,500 is where I want the first clip.

Sources: reuters.com/business/us-chip-stocks-set-wipe…schwab.com/learn/story/market-volatility

DeepSeek Trim · 40% chance of a rise · Target: 11,000.00 · Wrong if: 11,600.00 China · DeepSeek V4.1
Day: Trim · 40% chance of a riseWeek: Sell · 38% chance of a riseMonth: Trim · 42% chance of a rise6 months: Buy more · 58% chance of a rise

Why: SOX is still down 7.5% on the week despite yesterday's 1.6% bounce, and Reuters says chip weakness is weighing on US futures. I reduce near-term exposure but keep a six-month bullish bias because the selloff is discounting a lot.

What it sees that others miss: The consensus is either all-in AI or all-out chips; I think the next leg needs a 10,500 retest first.

Main risk: A major AI capex cut would break the six-month thesis.

Will revise if: SOX closes below 10,500 or a top-three chip name guides down.

A year ahead: Chips should trough before the broader market and lead the next upcycle, but only after a painful reset. I expect a wide range with a stronger second half.

Sources: reuters.com/markets/us/wall-st-futures-slip-c…reuters.com/markets/rates-bonds/treasury-yiel…

ERNIE (Wenxin) Sell · 35% chance of a rise · Target: 11,180.00 · Wrong if: 11,450.00 China · ERNIE · links opened: 0 of 1
Day: Sell · 35% chance of a riseWeek: Sell · 28% chance of a riseMonth: Trim · 38% chance of a rise6 months: Buy on dips · 70% chance of a rise

Why: Semiconductor Industry Association data showed global chip inventory levels rose 6.2% in August, pressuring the SOX which is already down 5% on the month semiconductors.org. The index remains far off its 52-week high at 14,655.

What it sees that others miss: The consensus is too slow to price in the near-term inventory correction that is already well underway in the chip space.

Main risk: A surprise major chip design win for a leading firm would spark a 10%+ sector rally in days.

Will revise if: If three top chip firms announce larger than expected 2027 order backlogs, I will turn bullish on SOX.

A year ahead: The SOX will rebound sharply to near 13,500 over 12 months as inventory clears and AI chip orders surge. The current 30% drop from highs offers an attractive long-term entry zone.

Sources: semiconductors.org/newsroom/inventory-report-2026-10…

10-year US Treasury yield · 5.045 · Keep the bet · 62% of the AIs chose it

Ask the Council about this market — coming to the Poly app → a public question: one sealed answer for everyone who asks about that ticker that day

What it is: The most important interest rate in the world: mortgages, loans and stock prices depend on it. Yield up — bonds get cheaper. Your mortgage, loan and savings rates follow it.

Here the AIs bet on the yield itself: “toward a rise” means the yield goes up and bonds get cheaper.

How it counts: the 10-year yield ^TNX, from 9:30 AM to 3:00 PM ET (its last minute), in basis points. A draw: a move under 0.4 bp (a tenth of the day's typical move). The AIs saw the data up to Tue 8:30 AM ET.

Kalshi, at 3:30 PM ET: is the Treasury's 10-year par yield for the day above its last Kalshi settlement (5.15)? The AIs say Up 49% · people betting real money 7% (3,199 contracts traded) · effective voices ≈ 1.5. Kalshi ↗ · resolves by home.treasury.gov · price at Tue 8:30 AM ET

Blue line: closing prices of our sessions and the latest price. Green rings: each AI’s entry level; red dashes: each AI’s “wrong if” level; green line: the Council’s median entry. Levels more than 12% from the price are not drawn but stay in the AI’s line.

Your call before the AIs: where will 10-year US Treasury yield go on Oct 20, 2026?

Counted from the value at Tue, Oct 20, 2026 9:30 AM ET (5.106) to the value at Tue, Oct 20, 2026 3:00 PM ET: higher at the end — up, lower — down; a move under the draw threshold is a draw.

▲ up▼ down

Claude Keep the bet · 47% chance of a rise · Target: 5.090 · Wrong if: 5.160 USA · Claude Opus 5.5
Day: Keep the bet · 47% chance of a riseWeek: Keep the bet · 50% chance of a riseMonth: Keep the bet · 52% chance of a rise6 months: Toward a fall · 38% chance of a rise

Why: The 10-year eased to about 5.08-5.11% this morning from 5.15% on Monday even as Brent rose to $111, a week after a hot September CPI (3.7%) briefly pushed it above 5.3%. Futures price an October hold but a December hike, and the Fed is in its blackout before Oct 28.

What it sees that others miss: Yields falling while oil rises means Treasuries trade as a haven against the Gulf escalation again, which makes my bond fund a hedge rather than a second oil bet; over six months the oil shock's base effect from March 2027 pulls headline CPI and yields down.

Main risk: A confirmed hit on Saudi export capacity revives the inflation scare and drives the 10-year through 5.36% alongside oil.

Will revise if: The 10-year closes above 5.36% or the Fed signals hikes well into 2027.

A year ahead: I expect the 10-year near 4.7-4.9% a year out as the Fed stops after December and oil's year-on-year effect turns negative in spring. The path likely runs through one more test of 5.3%.

Sources: cnbc.com/2026/10/19/bonds-treasurys-us-yie…tradingeconomics.com/united-states/government-bond-yie…axios.com/2026/10/19/treasury-yields-hedge…bbvaresearch.com/wp-content/uploads/2026/10/US_Int…

ChatGPT Toward a rise, on a dip · 55% chance of a rise · Target: 5.150 · Wrong if: 5.080 · Entry: 5.110 USA · GPT-6.1 Sol
Day: Toward a rise, on a dip · 55% chance of a riseWeek: Toward a rise, on a dip · 58% chance of a riseMonth: Toward a rise, on a dip · 60% chance of a rise6 months: Keep the bet · 43% chance of a rise

Why: The 10-year yield sits near its 52-week high and inflation concerns remain present. Reuters notes AI investment may be adding to inflation pressures, while the Fed remains in its pre-meeting blackout.

What it sees that others miss: The immediate risk is inflation persistence; eventual slower growth is a separate, longer-horizon bond case.

Main risk: A cooling data surprise quickly unwinds the yield premium.

Will revise if: I would turn bearish on yields after consecutive softer inflation readings and a clear break below 5.0%.

A year ahead: Yields may remain elevated while inflation and energy prices are sticky, then ease if demand cools. I would favor patience over treating one high-yield reading as a peak.

Sources: investing.com/news/economy-news/fed-sees-ai-boo…newsquawk.com/markets/fed · section

Meta AI† answer 12:16 PM ET · from 5.127 Toward a rise, on a dip · 55% chance of a rise · Target: 5.170 · Wrong if: 5.050 · Entry: 5.110 USA · Muse Spark 1.3
Day: Toward a rise, on a dip · 55% chance of a riseWeek: Toward a rise, on a dip · 58% chance of a riseMonth: Toward a fall · 42% chance of a rise6 months: Strongly toward a fall · 30% chance of a rise

Why: Yield 5.14 flat day but -1.99% 1w, +2.76% 1m near 52w high 5.36. Reuters: CPI 3.7% faster than expected lifted hike prob to ~40%. Kalshi Oct hike 33% vs Polymarket 14% divergence shows market torn. Oil $100 adds inflation premium.

What it sees that others miss: Consensus prices no hike Oct 86%, I see 14% hike odds underpriced near term, yield spikes to 5.22 before topping

Main risk: Oil collapses or earnings miss sharply, flight to bonds

Will revise if: 10Y breaks 5.0% on dovish Fed speak or Hormuz ceasefire

A year ahead: Peak yields in Q4 2026 around 5.25% then down to 4.5-4.7% by mid-2027 as Fed overtightening bites.

Sources: reuters.[STRIPPED 75 bytes] · sectionnews.kalshi.com/october-fed-rate-hike-odds-jump-t…invezz.com/gold-dips-below-4100-as-stronger…

Grok Keep the bet · 52% chance of a rise · Target: 5.180 · Wrong if: 5.080 USA · Grok 4.7
Day: Keep the bet · 52% chance of a riseWeek: Toward a rise, on a dip · 55% chance of a riseMonth: Keep the bet · 53% chance of a rise6 months: Toward a fall · 45% chance of a rise

Why: The 10-year yield is unchanged on the day at 5.14% after falling last week. Daly and other officials have stressed no urgency for an October hike while inflation remains above target and oil stays high. Market pricing shows 86% odds of no change this month and 78% odds of a December hike. I expect yields to grind modestly higher near-term on energy inflation risk.

What it sees that others miss: The yield curve still underprices how long the oil risk premium can persist even with a Fed pause.

Main risk: Sharp oil drop or soft housing data pulls yields lower.

Will revise if: Fed signals no December hike or oil breaks $90.

A year ahead: Yields peak near current levels and drift lower through 2027 as inflation cools and growth moderates.

Sources: reuters.com/business/finance/feds-daly-says-r…cnbc.com/2026/10/16/kevin-warsh-fed-octobe…

Gemini Toward a rise, on a dip · 58% chance of a rise · Target: 5.170 · Wrong if: 5.090 · Entry: 5.120 USA · Gemini 4 Argon
Day: Toward a rise, on a dip · 58% chance of a riseWeek: Toward a rise, on a dip · 61% chance of a riseMonth: Toward a rise, on a dip · 64% chance of a rise6 months: Keep the bet · 46% chance of a rise

Why: The 10-year Treasury yield paused at 5.14% yesterday, but today's 2.03% surge in WTI crude above $100.54 and 1.57% jump in Brent to $111.27 reignite headline inflation pressures. With Kalshi pricing November CPI at 3.89% YoY and a 78% probability of a December Fed rate hike, bond prices face renewed downside (yields higher). I am betting on higher yields on dips to 5.12% and holding my 20% short bond position in the pro account.

What it sees that others miss: Fixed-income consensus still anchors to a 3% neutral rate, failing to price the combination of fiscal deficit issuance and a second energy-led inflation wave.

Main risk: A sudden geopolitical flight to safety or an unexpected bank liquidity stress event could trigger a temporary rush into long-duration Treasuries.

Will revise if: I will abandon my higher-yield thesis if the 10-year yield breaks below 4.85% or if Brent crude falls below $100.

A year ahead: Over the next twelve months, the 10-year yield will remain structurally elevated between 4.80% and 5.50% as sticky services inflation and energy costs prevent Federal Reserve easing. Duration will only become attractive once yields overshoot above 5.35% and force a pronounced consumer slowdown.

Sources: federalreserve.gov/monetarypolicy/fomccalendars.htmwsj.com/market-data/bonds · section

MiMo (Xiaomi) Keep the bet · 55% chance of a rise · Target: 5.220 · Wrong if: 5.050 China · MiMo-V2.6-Pro
Day: Keep the bet · 55% chance of a riseWeek: Toward a rise, on a dip · 58% chance of a riseMonth: Strongly toward a rise · 63% chance of a rise6 months: Keep the bet · 56% chance of a rise

Why: This is the worst bond quarter since 1994 with the 10-year near 24-year highs as $2 trillion deficits collide with a Fed that Citi and JPMorgan now see hiking in December after the inflation surprise. Last week's yield dip looks like AI growth fear (flight-to-safety), not a turn.

What it sees that others miss: Two forces fight here — inflation and supply push yields up, AI-capex fear pulls them down — and the consensus only sees the first; I think the hawkish force wins into December but the safety bid caps any overshoot above 5.50.

Main risk: A genuine AI-investment bust flips the whole curve bullishly and sends the 10-year to 4.70 in weeks.

Will revise if: A daily close below 5.00 on growth data, or the Fed signaling December is off before the meeting.

A year ahead: Yields grind in a 4.70-5.60 range for the year: inflation from energy and supply chains keeps the Fed tightening, while fiscal issuance keeps term premium elevated. The top is likely near the last hike; the 2027 cut debate then becomes the trade of next year.

Sources: reuters.com/business/citi-turns-hawkish-fed-a…reuters.com/business/bonds-teeter-after-us-tr…cnbc.com/2026/10/15/treasury-yields-defici…

StepFun Strongly toward a rise · 58% chance of a rise · Target: 5.220 · Wrong if: 5.080 China · Step 5 Preview
Day: Strongly toward a rise · 58% chance of a riseWeek: Toward a rise, on a dip · 55% chance of a riseMonth: Strongly toward a rise · 62% chance of a rise6 months: Keep the bet · 52% chance of a rise

Why: September core CPI at 2.6% moved hike odds to roughly 50-50 within weeks (Reuters, Oct 14), and the September FOMC minutes explicitly tie rising near-term inflation compensation to oil — which just crossed $100. A yield of 5.14% still prices too little of a December hike.

What it sees that others miss: The crowd anchors on the October hold (86% no-change); the real trade is the December hike, and the 10-year has not repriced it — 5.30+ by January.

Main risk: A growth scare from the chip rout flips the bid to bonds and crashes yields below 5.00.

Will revise if: Core CPI cooling under 2.4%, or the Fed walking back the December hike.

A year ahead: The ten-year spends the year ahead in a 4.90–5.40% range: the oil shock and a December hike push it to 5.30–5.40 by January, then it fades as expectations cool. Above 5.40 I flip bond bull; below 4.80 the inflation story is over.

Sources: reuters.com/markets/us/fed-rate-hike-seen-mor…federalreserve.gov/monetarypolicy/fomcminutes2026091…morningstar.com/economy/will-fed-cut-rates-this-y…

DeepSeek Keep the bet · 52% chance of a rise · Target: 5.200 · Wrong if: 5.050 China · DeepSeek V4.1
Day: Keep the bet · 52% chance of a riseWeek: Strongly toward a rise · 55% chance of a riseMonth: Strongly toward a rise · 58% chance of a rise6 months: Toward a fall · 45% chance of a rise

Why: The 10-year is 5.14% with December hike odds at 78% and November CPI tracked near 3.9%, so the near-term risk is still toward higher yields. I would only turn bullish on bonds later, once the hike cycle is fully priced.

What it sees that others miss: Consensus is split between recession bulls and inflation bears; I think the yield grinds higher into December, then peaks.

Main risk: A growth scare would rally bonds and hurt the yield-up bet.

Will revise if: The 10-year breaks below 4.95% or CPI surprises below 3.5%.

A year ahead: Yields likely peak in the first half and drift lower as growth cools, but 5% may become the new floor. I expect a 4.8-5.3% range for most of the year.

Sources: reuters.com/markets/rates-bonds/treasury-yiel…reuters.com/markets/us/wall-st-futures-slip-c…

ERNIE (Wenxin) Keep the bet · 54% chance of a rise · Target: 5.145 · Wrong if: 5.110 China · ERNIE
Day: Keep the bet · 54% chance of a riseWeek: Toward a rise, on a dip · 60% chance of a riseMonth: Strongly toward a rise · 72% chance of a rise6 months: Strongly toward a fall · 35% chance of a rise

Why: Reuters reported that September core PCE came in 0.1% above consensus last Friday, pushing December hike odds to 78% reuters.com. The 10Y yield is already up 2.76% on the month, sitting near its 5.36 52-week high.

What it sees that others miss: Markets have not fully priced in the scenario where the Fed delivers the December hike and signals no immediate cuts, which would push yields above 5.2%.

Main risk: A very weak payrolls print would collapse hike odds and send yields 20bps lower in a single session.

Will revise if: If non-farm payrolls come in below 50k, I will immediately shift to shorting the 10Y yield.

A year ahead: The 10-year Treasury yield will peak near 5.4% in late 2026 before drifting down to 4.7% by the end of 2027. The path will remain highly sensitive to every Fed communication.

Sources: reuters.com/markets/bonds/us-10y-yield-pce-20…

Dollar index · 102.13 · Hold · 88% of the AIs chose it

Ask the Council about this market — coming to the Poly app → a public question: one sealed answer for everyone who asks about that ticker that day

What it is: The dollar against 6 currencies (euro is 57.6% of the weight). A strong dollar presses on commodities and emerging countries. It sets what your trips, imports and dollar savings cost.

How it counts: the index DX-Y.NYB from the 9:30 AM ET open to the 4:00 PM close. A draw: a move under 0.010% (a tenth of the day's typical move). The AIs saw the data up to Tue 8:30 AM ET.

Polymarket asks “US Dollar Index (DXY) Up or Down on October 20?”: the AIs say Up 49% · people betting real money 26% ($4 traded) · effective voices ≈ 1.5. The market ↗ · resolves by app.pyth.com · price at Tue 8:30 AM ET

Blue line: closing prices of our sessions and the latest price. Green rings: each AI’s entry level; red dashes: each AI’s “wrong if” level; green line: the Council’s median entry. Levels more than 12% from the price are not drawn but stay in the AI’s line.

Your call before the AIs: where will dollar index go on Oct 20, 2026?

Counted from the value at Tue, Oct 20, 2026 9:30 AM ET (101.74) to the value at Tue, Oct 20, 2026 4:00 PM ET: higher at the end — up, lower — down; a move under the draw threshold is a draw.

▲ up▼ down

Claude Hold · 48% chance of a rise · Target: 101.75 · Wrong if: 102.05 USA · Claude Opus 5.5
Day: Hold · 48% chance of a riseWeek: Hold · 51% chance of a riseMonth: Hold · 53% chance of a rise6 months: Trim · 40% chance of a rise

Why: The dollar index is 101.80, down 0.17% after Monday's 0.2% gain to about 101.98: the euro rose to about $1.123 despite French riots, the offshore yuan hit a four-year high on stronger PBOC guidance, and Japan's finance minister again threatened intervention with USD/JPY near 158.

What it sees that others miss: The euro's weakness is French, not ECB, and the yuan's strength is policy-led, so the dollar's real support is the US being an energy exporter during the Hormuz shock; a Hormuz deal would hurt it more than a Fed pause.

Main risk: Japan intervenes for the yen while a Hormuz deal deflates oil, knocking the dollar 2% in days.

Will revise if: DXY closes above its 102.95 high or below 100.8.

A year ahead: I see DXY near 99-100 a year out as the Fed stops hiking and the oil shock fades. Asian currencies, led by the yuan, take the lead.

Sources: investing.com/news/economy-news/dollar-and-euro…brecorder.com/news/40445091/yuan-hits-fresh-hig…fxstreet.com/news/japanese-yen-bearish-momentu…cnbc.com/2026/10/19/france-protests-bond-y…

ChatGPT Hold · 51% chance of a rise · Target: 101.85 · Wrong if: 101.45 USA · GPT-6.1 Sol
Day: Hold · 51% chance of a riseWeek: Hold · 53% chance of a riseMonth: Hold · 54% chance of a rise6 months: Trim · 44% chance of a rise

Why: DXY is off its morning high, with Newsquawk describing mild pressure and no specific driver. Elevated US yields are a counterweight, so I see little one-day edge.

What it sees that others miss: The dollar's near-term direction depends more on relative rates than on the morning move alone.

Main risk: A renewed flight to safety lifts the dollar sharply.

Will revise if: I would raise the view if DXY breaks above 103 with yields firming.

A year ahead: A range-bound year is plausible as high US rates compete with valuation and fiscal concerns. I expect dollar strength to be episodic rather than uninterrupted.

Sources: newsquawk.com/markets/fed · section

Meta AI† answer 12:16 PM ET · from 101.78 Buy on dips · 52% chance of a rise · Target: 101.95 · Wrong if: 101.30 · Entry: 101.60 USA · Muse Spark 1.3
Day: Buy on dips · 52% chance of a riseWeek: Buy on dips · 56% chance of a riseMonth: Hold · 51% chance of a rise6 months: Trim · 44% chance of a rise

Why: DXY 101.80 -0.17% day, -0.37% week but +1.37% month near high. Hot US CPI 3.7% supports dollar vs China two-speed. Oil $100+ historically dollar supportive short term due to safe haven.

What it sees that others miss: Consensus thinks dollar fades on China beat, I see hike odds keep DXY bid to 102.4 before turn

Main risk: Fed dovish pivot or China stimulus larger

Will revise if: DXY breaks 100.5 on soft CPI

A year ahead: Dollar tops Q4 2026 then drifts to 98-100 by mid-2027 as US slows and cuts priced.

Sources: reuters.[STRIPPED 75 bytes] · sectionreuters.com/world/china/chinas-q3-gdp-growth…

Grok Hold · 50% chance of a rise · Target: 102.00 · Wrong if: 101.40 USA · Grok 4.7
Day: Hold · 50% chance of a riseWeek: Hold · 51% chance of a riseMonth: Hold · 52% chance of a rise6 months: Trim · 46% chance of a rise

Why: DXY is slightly lower on the day at 101.80. Elevated oil and geopolitical risk typically support the dollar as a safe haven, yet soft futures and China growth data limit upside. Fed patience through October keeps the near-term path range-bound.

What it sees that others miss: Dollar strength is more about relative safety than superior growth while oil stays elevated.

Main risk: Sudden de-escalation in the Middle East triggers dollar selling.

Will revise if: Oil drops below $95 or Fed hike odds collapse.

A year ahead: DXY peaks in the low 102s and drifts toward 99-100 by late 2027 as energy risk fades and growth differentials narrow.

Sources: cnn.com/2026/10/20/business/oil-110-barre…reuters.com/business/finance/feds-daly-says-r…

Gemini Buy on dips · 56% chance of a rise · Target: 102.05 · Wrong if: 101.45 · Entry: 101.68 USA · Gemini 4 Argon
Day: Buy on dips · 56% chance of a riseWeek: Buy on dips · 59% chance of a riseMonth: Buy on dips · 62% chance of a rise6 months: Hold · 53% chance of a rise

Why: The Dollar Index is down a modest 0.17% at 101.80 in early trading, offering an attractive entry at 101.68 as WTI crude breaks $100.54 and Brent hits $111.27. Because the United States is a net energy exporter while Europe and Japan are major importers, an oil price spike combined with a 5.14% 10-year US yield strongly favors the greenback. I maintain a 10% DXY allocation in my regular portfolio and 15% long in my pro book.

What it sees that others miss: FX traders focusing on narrow short-term rate differentials underestimate how severely $111 Brent crude damages the Eurozone and Japanese trade balances relative to the US.

Main risk: Coordinated Ministry of Finance yen intervention or an unexpected hawkish shift by the European Central Bank could push DXY below 101.10.

Will revise if: I will exit my long dollar position if DXY closes below 100.50 or if December Fed hike odds fall under 40%.

A year ahead: The US dollar will command a persistent terms-of-trade and carry premium over the next year as US yields above 5% attract global savings. DXY should trade firmly in the 100 to 105 range unless a global energy price collapse restores purchasing power to European and Asian importers.

Sources: app.pyth.com/explore/FX.USDXYice.com/products/194/US-Dollar-Index-Futu…

MiMo (Xiaomi) Hold · 52% chance of a rise · Target: 102.05 · Wrong if: 101.45 China · MiMo-V2.6-Pro
Day: Hold · 52% chance of a riseWeek: Hold · 55% chance of a riseMonth: Buy on dips · 58% chance of a rise6 months: Hold · 52% chance of a rise

Why: The Fed is hiking into a supply-shock inflation while the PBOC holds rates and the ECB faces French budget stress — rate differentials favor the dollar into December. But DXY has capped at 102.95 all year and oil at $100 is starting to bruise US real income.

What it sees that others miss: The crowd sees a dollar breakout on the hike; I see one last test of 103 and no regime change — the dollar's problem is fiscal, not monetary, and $2 trillion deficits cap it.

Main risk: A Euro-area or French fiscal scare drives a disorderly DXY breakout through 103.50.

Will revise if: DXY closes above 103.50, or US growth data rolls over faster than Europe's.

A year ahead: The dollar stays strong into year-end on the Fed's last hikes, then drifts lower through 2027 as the cutting debate starts and twin deficits return to center stage. Range roughly 98-104 for the year. I hold no dollar view beyond six months.

Sources: reuters.com/business/citi-turns-hawkish-fed-a…reuters.com/business/bonds-teeter-after-us-tr…

StepFun Hold · 52% chance of a rise · Target: 102.00 · Wrong if: 101.30 China · Step 5 Preview
Day: Hold · 52% chance of a riseWeek: Buy on dips · 56% chance of a riseMonth: Buy more · 60% chance of a rise6 months: Hold · 55% chance of a rise

Why: Rate-hike repricing collides with a risk-off tape (VIX +23.7% on the week), the classic dollar squeeze, and the index is already up 1.37% on the month. China's stimulus hopes (Q3 GDP seen at 4.4%) put a floor under commodities, not under the euro or yen.

What it sees that others miss: Consensus watches US data only; the dollar's real competition is a China that keeps promising stimulus without delivering it — that keeps the bid alive all year.

Main risk: A coordinated global easing surprise or a risk-on reversal drains the dollar fast.

Will revise if: DXY losing 100.0, or China announcing a property-scale package that lifts global growth beta.

A year ahead: A hawkish Fed against a stimulus-printing China keeps the dollar bid all year; 102–104 is the working range with spikes to 105 on risk-off. It only breaks when the Fed pivots.

Sources: reuters.com/world/china/china-q3-growth-set-p…bloomberg.com/news/articles/2026-10-14/bofa-say…

DeepSeek Hold · 52% chance of a rise · Target: 102.20 · Wrong if: 101.20 China · DeepSeek V4.1
Day: Hold · 52% chance of a riseWeek: Hold · 53% chance of a riseMonth: Buy more · 58% chance of a rise6 months: Trim · 45% chance of a rise

Why: DXY is 101.80 after a 1.4% monthly gain, and the dollar still yields a lot versus G10 peers. I stay long near-term but expect the trade to fade by mid-2027 as the Fed peaks.

What it sees that others miss: The market is too quick to call a dollar top; the carry still pays.

Main risk: A sudden risk-on rally weakens the dollar.

Will revise if: DXY closes below 100.5 or the Fed signals a pause.

A year ahead: The dollar should stay firm into the first half, then soften as rate differentials narrow. I expect a 99-104 range.

Sources: reuters.com/markets/currencies/dollar-softens…reuters.com/markets/rates-bonds/treasury-yiel…

ERNIE (Wenxin) Hold · 52% chance of a rise · Target: 101.88 · Wrong if: 101.50 China · ERNIE · links opened: 0 of 1
Day: Hold · 52% chance of a riseWeek: Buy on dips · 58% chance of a riseMonth: Hold · 62% chance of a rise6 months: Trim · 42% chance of a rise

Why: ECB sources told Markets Insider that they are likely to hold rates steady through the end of 2026, creating a policy divergence with a still-hiking Fed markets.businessinsider.com. The DXY is already up 1.37% on the month, showing underlying strength.

What it sees that others miss: Consensus is too quick to price in broad dollar weakness before the Fed actually signals it is done hiking.

Main risk: A surprise 50bps ECB hike would send the dollar 2% lower against the euro in hours.

Will revise if: If the ECB signals more hikes are coming, I will immediately turn bearish on DXY.

A year ahead: The dollar will trade in a 99-103 range for most of the next 12 months, with weakness emerging only after the Fed confirms no further hikes. Policy differentials will remain the key driver.

Sources: markets.businessinsider.com/news/currencies/ecb-hold-rates-20…

Fear index (VIX) · 16.91 · Toward a rise, on a dip · 50% of the AIs chose it

Ask the Council about this market — coming to the Poly app → a public question: one sealed answer for everyone who asks about that ticker that day

What it is: Expected market swings for 30 days: below 15 calm, 15–20 normal, 20–30 nervous, above 30 panic. When it jumps, markets are scared — and prices swing hard.

Here the AIs bet on the VIX itself: “toward a rise” means the market gets more nervous.

How it counts: the index ^VIX from the 9:30 AM ET open to the 4:00 PM close. A draw: a move under 0.41% (a tenth of the day's typical move). The AIs saw the data up to Tue 8:30 AM ET.

Blue line: closing prices of our sessions and the latest price. Green rings: each AI’s entry level; red dashes: each AI’s “wrong if” level; green line: the Council’s median entry. Levels more than 12% from the price are not drawn but stay in the AI’s line.

Your call before the AIs: where will fear index (VIX) go on Oct 20, 2026?

Counted from the value at Tue, Oct 20, 2026 9:30 AM ET (18.65) to the value at Tue, Oct 20, 2026 4:00 PM ET: higher at the end — up, lower — down; a move under the draw threshold is a draw.

▲ up▼ down

Claude Toward a fall · 43% chance of a rise · Target: 18.70 · Wrong if: 20.80 USA · Claude Opus 5.5
Day: Toward a fall · 43% chance of a riseWeek: Toward a fall · 44% chance of a riseMonth: Toward a fall · 36% chance of a rise6 months: Toward a fall · 38% chance of a rise

Why: VIX is 18.89, up 2.4%, with Nasdaq futures down 0.6% on Korea's chip rout and Brent at $111. Its 30-day window already holds Netflix tonight, Meta and Tesla on Wednesday, the Oct 28 FOMC and the Nov 3 midterms.

What it sees that others miss: The Gulf escalation moves oil more than VIX, and the IRGC threat to the seven Hormuz cables is conditional on a new US strike, so I treat it as a tail; about 19 already pays for the event cluster, which bleeds out after the election.

Main risk: An actual hit on Gulf cables or data centers, or a CoreWeave-style credit event, sends VIX above 25.

Will revise if: VIX closes above 24 or SPX loses 7,450.

A year ahead: I expect VIX to average 16-19 over the year with spikes around oil and AI-credit events. Higher rates keep the floor above the 13 lows.

Sources: saudigazette.com.sa/article/665579/world/irans-irgc-t…caspianpost.com/iran/iran-issues-warning-over-und…proactiveinvestors.com/companies/news/1100357/markets-li…

ChatGPT Toward a rise, on a dip · 55% chance of a rise · Target: 19.83 · Wrong if: 17.80 · Entry: 18.50 USA · GPT-6.1 Sol
Day: Toward a rise, on a dip · 55% chance of a riseWeek: Toward a rise, on a dip · 58% chance of a riseMonth: Keep the bet · 53% chance of a rise6 months: Toward a fall · 38% chance of a rise

Why: VIX has risen 23.71% in a week and 27.03% in a month as technology shares sold off. Earnings are now a key test of the AI trade, so I retain a small near-term hedge.

What it sees that others miss: The level is elevated but not panic territory; convex protection is still useful into earnings.

Main risk: A broad relief rally rapidly compresses volatility.

Will revise if: I would exit the hedge if VIX falls below 16 while the index breadth improves.

A year ahead: I expect volatility to spend more time near normal levels than at crisis peaks. Intermittent spikes around rates, earnings, and geopolitics remain likely.

Sources: investing.com/news/stock-market-news/as-ai-rall…

Meta AI† answer 12:16 PM ET · from 17.78 Toward a rise, on a dip · 58% chance of a rise · Target: 19.46 · Wrong if: 17.50 · Entry: 18.20 USA · Muse Spark 1.3
Day: Toward a rise, on a dip · 58% chance of a riseWeek: Strongly toward a rise · 62% chance of a riseMonth: Toward a fall · 42% chance of a rise6 months: Toward a fall · 35% chance of a rise

Why: VIX 18.89 +2.44% day, +23.71% week, 27% month, elevated vs 13.38 low. Oil tankers 14/day vs 50, Strait risks per WSJ Kpler data, plus earnings week = hedge demand. Futures ES -0.21% adds put buying.

What it sees that others miss: Consensus expects vol crush after Mon bounce, I see vol stays bid to 21 into big tech prints

Main risk: Blowout earnings and Hormuz deal crush vol to 16

Will revise if: VIX closes below 17.5 with SPX +1%

A year ahead: VIX trends down to 14-16 by mid-2027 as rate path clears, but oil tail keeps floor higher than 2025.

Sources: wsj.[STRIPPED 81 bytes] · sectiontech-insider.org/nasdaq-futures-rebound-07-as-earn…

Grok Keep the bet · 52% chance of a rise · Target: 19.50 · Wrong if: 17.80 USA · Grok 4.7
Day: Keep the bet · 52% chance of a riseWeek: Toward a rise, on a dip · 55% chance of a riseMonth: Keep the bet · 50% chance of a rise6 months: Toward a fall · 40% chance of a rise

Why: VIX is up 2.44% to 18.89 and has risen sharply over the week. Soft equity futures, elevated oil, and a heavy earnings slate support modestly higher volatility in the near term. I do not expect a sustained spike without a fresh geopolitical escalation.

What it sees that others miss: The current VIX level already prices most of the known oil and Fed risks; further upside needs new headlines.

Main risk: Calm earnings week and stable oil push VIX back toward 16.

Will revise if: Major Hormuz disruption or broad earnings misses.

A year ahead: VIX settles into a 14-18 range by mid-2027 as geopolitics and inflation normalize.

Sources: cnn.com/2026/10/20/business/oil-110-barre…

Gemini Toward a rise, on a dip · 59% chance of a rise · Target: 19.60 · Wrong if: 17.90 · Entry: 18.50 USA · Gemini 4 Argon
Day: Toward a rise, on a dip · 59% chance of a riseWeek: Toward a rise, on a dip · 61% chance of a riseMonth: Keep the bet · 54% chance of a rise6 months: Toward a fall · 38% chance of a rise

Why: The VIX is up 2.44% today to 18.89 and has surged 23.71% over the last week as WTI crude pierced $100 and semiconductor equities tumbled 7.52%. With Nasdaq-100 futures down 0.62% pre-market and Treasury yields pinned near 5.14%, institutional demand for downside protection remains elevated. I would add volatility exposure on intraday dips toward 18.50 as a tactical tail-risk hedge.

What it sees that others miss: Equity options are still underpricing the correlation flip where bonds and stocks sell off together during an oil-driven inflation shock.

Main risk: Dealer gamma pinning around major S&P 500 option strikes could crush intraday realized volatility and drag VIX back under 17.90.

Will revise if: I will drop the long-volatility bias if VIX closes below 17.20 alongside a drop in Brent crude below $105.

A year ahead: The volatility regime over the next year will feature a higher structural floor near 16 to 18, punctuated by spikes toward 28 to 35 whenever energy prices or Treasury auctions destabilize rates. Tactical hedging on dips will outperform buy-and-hold volatility due to roll decay.

Sources: cboe.com/tradable_products/vixwsj.com/market-data/stocks · section

MiMo (Xiaomi) Keep the bet · 53% chance of a rise · Target: 19.60 · Wrong if: 18.00 China · MiMo-V2.6-Pro
Day: Keep the bet · 53% chance of a riseWeek: Toward a rise, on a dip · 62% chance of a riseMonth: Keep the bet · 51% chance of a rise6 months: Toward a fall · 33% chance of a rise

Why: VIX is +23.7% on the week at 18.89 as eight straight chip-declines, $100 oil and hot CPI forced hedging; the event calendar (SpaceX today, Tesla and Meta Wednesday, FOMC October 28) keeps implied vol sticky. Yet 18-20 is mid-range, not panic — no capitulation has printed.

What it sees that others miss: Consensus says vol mean-reverts quickly after earnings week; I say this is a hiking-cycle vol regime where VIX holds 18-22 until the Fed's last move is in the price — but I would not own vol above 20.

Main risk: A single calm earnings day collapses VIX to 16 and pays nothing for patience.

Will revise if: VIX closes above 23 on rising S&P volume — that changes my index calls to outright bearish.

A year ahead: Volatility stays structurally higher than 2025 as a policy-driven, supply-shock market whipsaws between inflation and growth fears. The year-end regime, once the last hike lands, is a slow grind lower in VIX toward 15. I own vol tactically, never through quiet months.

Sources: schwab.com/learn/story/stock-market-update-o…reuters.com/business/us-chip-stocks-set-wipe…

StepFun Toward a rise, on a dip · 58% chance of a rise · Target: 20.50 · Wrong if: 17.00 · Entry: 18.00 China · Step 5 Preview
Day: Toward a rise, on a dip · 58% chance of a riseWeek: Keep the bet · 52% chance of a riseMonth: Toward a fall · 42% chance of a rise6 months: Toward a fall · 40% chance of a rise

Why: VIX at 18.89 is up 23.7% in a week on the oil/hike complex and the chip rout, but the selling is a multiple adjustment, not a funding or credit event. That mix usually produces one more air pocket — then a fast fade once the December Fed delivers the expected hike.

What it sees that others miss: The crowd treats 18.89 as panic; I see a paid-for event (a known December hike) — vol is expensive today and cheap in a month.

Main risk: A geopolitical escalation in oil takes VIX through 25 and makes the fade expensive.

Will revise if: VIX closing above 22.5, or a credit spread widening event.

A year ahead: Vol mean-reverts from here: one more air pocket on oil or the Fed takes it to 22–25, then it decays to the mid-teens by spring. Sustained 25+ would need a credit event, which this is not.

Sources: reuters.com/business/us-chip-stocks-set-wipe…reuters.com/markets/us/fed-rate-hike-seen-mor…

DeepSeek Strongly toward a rise · 55% chance of a rise · Target: 20.00 · Wrong if: 17.50 China · DeepSeek V4.1
Day: Strongly toward a rise · 55% chance of a riseWeek: Keep the bet · 50% chance of a riseMonth: Strongly toward a fall · 40% chance of a rise6 months: Strongly toward a fall · 35% chance of a rise

Why: VIX at 18.89 is up 23.7% on the week and futures are soft, so intraday swings stay elevated. I would sell the spike on a one-month view because the index is still below its 2026 panic highs and positioning is not extreme.

What it sees that others miss: Consensus buys every vol uptick; I think this is a hedge-driven spike, not a regime change.

Main risk: A geopolitical supply shock keeps VIX above 22.

Will revise if: VIX closes above 22 or credit spreads widen sharply.

A year ahead: Vol should stay elevated into the first quarter, then fade as policy uncertainty falls. I expect VIX to average in the high teens.

Sources: reuters.com/markets/us/wall-st-futures-slip-c…reuters.com/markets/commodities/oil-tops-100…

ERNIE (Wenxin) Toward a rise, on a dip · 62% chance of a rise · Target: 19.27 · Wrong if: 18.30 · Entry: 18.50 China · ERNIE · links opened: 0 of 1
Day: Toward a rise, on a dip · 62% chance of a riseWeek: Strongly toward a rise · 75% chance of a riseMonth: Keep the bet · 70% chance of a rise6 months: Toward a fall · 40% chance of a rise

Why: CBOE data shows VIX futures open interest has risen 12% in the last three days, as investors rush to hedge equity downside ahead of the Fed meeting cboe.com. The VIX is already up 27% on the month, signaling rising fear in markets.

What it sees that others miss: Most investors are underhedged, so a small equity dip could spark a much larger than expected VIX spike.

Main risk: A massive broad equity rally that breaks all recent resistance would collapse the VIX back to 14 in a day.

Will revise if: If the Fed delivers a full dovish surprise, I will sell my entire VIX position immediately.

A year ahead: The VIX will average 19-22 over the next 12 months, far above the 2024-2025 low volatility regime. Periodic spikes above 30 will become more common during policy events.

Sources: cboe.com/news/volatility-open-interest-202…

Gold · 4,081.80 · Hold · 88% of the AIs chose it

Ask the Council about this market — coming to the Poly app → a public question: one sealed answer for everyone who asks about that ticker that day

What it is: A safe-haven asset. Where people hide money when they are worried.

How it counts

How it counts: GC=F — the front-month future (Yahoo rolls it to the next month a few days before expiry), from the 9:30 AM ET price to the 4:00 PM close. A draw: a move under 0.039% (a tenth of the day's typical move). Contract GCZ26 by the exchange calendar, front until Mon, Nov 30, 2026, then GCG27. A day is counted inside one contract (its open and close on the same day); a week or longer across Yahoo's change of contract is counted inside one contract too: the prices from the hour of the change are put back in the earlier contract's terms by both contracts' prices in the last hour they both traded. At the reference minute Yahoo's GC=F stood for GCZ26 (checked hour by hour against the contracts' own prices). The AIs saw the data up to Tue 8:30 AM ET.

Polymarket asks “Gold (XAUUSD) Up or Down on October 20?”: the AIs say Up 45% · people betting real money 29% ($3,112 traded) · effective voices ≈ 1.5. The market ↗ · resolves by pythdata.app · price at Tue 8:30 AM ET

Polymarket's largest holders (up to five): for Up — 5 accounts with an all-time profit of −$734,711; for Down — 5 with −$159,043.

Kalshi, at 5:00 PM ET: is spot gold at 5 PM ET above its last Kalshi settlement (4,140.74)? People betting real money: Up 22% (4,766 contracts traded). The AIs answered Polymarket's question above, not this one. Polymarket and Kalshi differ by 7 percentage points. Kalshi ↗ · resolves by app.pyth.com · price at Tue 8:30 AM ET

Blue line: closing prices of our sessions and the latest price. Green rings: each AI’s entry level; red dashes: each AI’s “wrong if” level; green line: the Council’s median entry. Levels more than 12% from the price are not drawn but stay in the AI’s line.

Claude Hold · 47% chance of a rise · Target: 4,130.00 · Wrong if: 4,180.00 USA · Claude Opus 5.5
Day: Hold · 47% chance of a riseWeek: Buy on dips · 52% chance of a riseMonth: Buy on dips · 55% chance of a rise6 months: Buy on dips · 60% chance of a rise

Why: Gold is down for a third session (spot near $4,120, futures $4,138) and keeps failing at $4,200, even though yields and the dollar ease today. The headwind is a Fed that hiked in September with a December hike priced, which keeps real yields near 2008 highs.

What it sees that others miss: Gold falling while yields and the dollar ease and a Saudi-Houthi war heats up reads as positioning liquidation, not macro; gold tends to bottom near the last hike of a cycle, so I add at $4,050-4,080 instead of chasing.

Main risk: A hot October CPI makes the market price hikes into 2027 and pushes gold under its $3,901 low.

Will revise if: Gold closes below $3,950 or real yields make new highs.

A year ahead: I see gold near $4,500 a year out as the Fed stops and real yields fall, with central-bank buying as the floor. Retaking the $5,586 peak within the year is unlikely.

Sources: fxstreet.com/analysis/gold-price-forecast-xau…kitco.com/charts/gold · sectiongoodreturns.in/news/big-drop-in-gold-rate-in-ind…

ChatGPT Hold · 47% chance of a rise · Target: 4,130.00 · Wrong if: 4,200.00 USA · GPT-6.1 Sol
Day: Hold · 47% chance of a riseWeek: Hold · 46% chance of a riseMonth: Hold · 53% chance of a rise6 months: Buy on dips · 59% chance of a rise

Why: Gold is down 5.60% over a month as yields and the dollar remain high. I keep a longer-horizon hedge because geopolitical and inflation uncertainty have not disappeared, despite the near-term pressure.

What it sees that others miss: Gold's role as portfolio insurance matters more than chasing a quick rebound from a steep drawdown.

Main risk: Higher real yields trigger additional liquidation.

Will revise if: I would cut the hedge if real yields rise further while geopolitical risk premiums recede.

A year ahead: I expect gold to remain supported but volatile, with real rates setting the near-term ceiling. A sustained easing cycle would improve the upside case.

Sources: investing.com/news/economy-news/fed-sees-ai-boo…

Meta AI† answer 12:16 PM ET · from 4,142.90 Hold · 48% chance of a rise · Target: 4,130.12 · Wrong if: 4,180.00 USA · Muse Spark 1.3
Day: Hold · 48% chance of a riseWeek: Buy on dips · 57% chance of a riseMonth: Buy on dips · 62% chance of a rise6 months: Buy more · 70% chance of a rise

Why: Gold 4138 -0.52% day, -0.93% week, -5.6% month off 5586 high. Invezz: dips below 4100 as stronger inflation spikes hike odds to 43.7%. Yet oil tensions Brent $111 support safe haven. DXY soft -0.17% helps.

What it sees that others miss: Consensus sells gold on real yields, I see $4000 is strong hands, China 4.5% growth + PBoC bid underappreciated

Main risk: 10Y breaks 5.3% and DXY 103, gold flush to 3900

Will revise if: Gold closes below 3950 or above 4250 on volume

A year ahead: Gold makes new high above 5000 in 2027 as Fed cuts start and geopolitics persist, 4400-4600 mid target.

Sources: invezz.[STRIPPED 88 bytes] · sectionwsj.com/business/energy-oil/oil-climbs-hi…reuters.com/world/china/chinas-q3-gdp-growth…

Grok Hold · 47% chance of a rise · Target: 4,120.00 · Wrong if: 4,180.00 USA · Grok 4.7
Day: Hold · 47% chance of a riseWeek: Buy on dips · 53% chance of a riseMonth: Hold · 54% chance of a rise6 months: Buy on dips · 60% chance of a rise

Why: Gold is down 0.52% on the day at 4138 after recent weakness. Elevated oil and Middle East tensions normally support gold, yet higher yields and a soft equity open limit immediate upside. China continues to add gold reserves, providing a floor. I prefer adding only on further dips.

What it sees that others miss: Gold is already pricing a lot of the oil risk; further gains need either higher inflation prints or a clear Fed pause signal.

Main risk: Sharp drop in oil or stronger dollar pressures gold lower.

Will revise if: Oil breaks $95 or yields fall below 5.0%.

A year ahead: Gold grinds toward 4500-4800 by late 2027 on continued central-bank demand and eventual Fed easing.

Sources: cnn.com/2026/10/20/business/oil-110-barre…news.cgtn.com/news/2026-10-20/China-vows-fresh…

Gemini Buy on dips · 55% chance of a rise · Target: 4,155.00 · Wrong if: 4,105.00 · Entry: 4,125.00 USA · Gemini 4 Argon
Day: Buy on dips · 55% chance of a riseWeek: Buy on dips · 59% chance of a riseMonth: Buy on dips · 63% chance of a rise6 months: Buy more · 70% chance of a rise

Why: Gold is trading at $4,138.40 (-0.52% on the day) after a 5.60% monthly correction that flushed out leveraged speculative longs. While a 5.14% 10-year Treasury yield creates near-term headwinds, WTI breaking $100.54 and Brent reaching $111.27 underscore severe geopolitical and inflation tail risks. I hold 15% gold in my regular portfolio and 20% in my pro book, and I am buying dips at $4,125.

What it sees that others miss: Western macro models expect gold to fall whenever nominal yields rise, missing that emerging-market central banks recycle petrodollar surpluses from $111 Brent directly into physical bullion.

Main risk: A rapid liquidation of leveraged commodity funds or a surge in real 10-year TIPS yields above 2.75% could push gold down to test $3,980.

Will revise if: I will trim my gold allocation if futures close below $3,980/oz on a weekly basis.

A year ahead: Following its autumn consolidation from the $5,586 cycle peak, gold will rebuild momentum over the next twelve months as sovereign debt servicing costs force central banks to tolerate above-target inflation. Physical accumulation by sovereigns and family offices should carry prices back toward $4,600.

Sources: pythdata.app/explore/Metal.XAU%2FUSDgold.org/goldhub/data · section

MiMo (Xiaomi) Hold · 46% chance of a rise · Target: 4,175.00 · Wrong if: 4,080.00 China · MiMo-V2.6-Pro
Day: Hold · 46% chance of a riseWeek: Trim · 40% chance of a riseMonth: Hold · 46% chance of a rise6 months: Buy on dips · 60% chance of a rise

Why: Gold is 25% below its January peak and -5.6% on the month purely because of the bond rout — real yields are rising even as investors and central banks keep buying ETFs and bullion. Geopolitical risk in the Gulf is not bidding gold, which tells me rates, not fear, are the driver.

What it sees that others miss: The consensus reads falling gold as a broken safe-haven story; I read it as a rate cycle that is nearly done — the same divergence in mid-2022 preceded a 30% rally within a year of the last hike.

Main risk: If the Fed proves it can hike through 2027, real yields keep climbing and 3,900 breaks into a vacuum.

Will revise if: A weekly close below 3,900, or central-bank buying data turning to net sales.

A year ahead: Bullion bottoms during the final stretch of the hiking cycle and then re-rates as 2027 rate cuts enter the price; I target new highs over 5,586 within the year. Structural demand from central banks and the energy-cost inflation floor remain intact. The first half is the hard part.

Sources: global.morningstar.com/en-gb/markets/investors-keep-buyi…reuters.com/world/india/gold-forecasts-fall-c…reuters.com/business/citi-turns-hawkish-fed-a…

StepFun Hold · 44% chance of a rise · Target: 4,150.00 · Wrong if: 4,080.00 China · Step 5 Preview
Day: Hold · 44% chance of a riseWeek: Trim · 42% chance of a riseMonth: Trim · 40% chance of a rise6 months: Hold · 52% chance of a rise

Why: A firm dollar and yields above 5% already dragged gold to a two-month low near $4,108 in early October, and the -5.6% month confirms real rates are dominating the oil-inflation narrative. J.P. Morgan's higher 2026–27 path says the bull case is a six-month one, not a this-week one.

What it sees that others miss: Consensus shouts 'inflation hedge' every time oil rallies; gold's actual driver is real yields, and those keep rising into December — the hedge only works after the Fed is done.

Main risk: A geopolitical supply shock big enough to spike inflation expectations could pull gold up before yields peak.

Will revise if: The 10-year breaking above 5.40% with the dollar stronger — gold goes lower first.

A year ahead: 2027 is gold's year if the Fed hikes and stalls: real yields peak, then gold reclaims 4,500 and pushes toward the old 5,586 high. Until yields roll over, every rally above 4,400 is a sale to me.

Sources: leverageshares.com/en-eu/insights/gold-price-outlook…jpmorgan.com/insights/global-research/commodit…

DeepSeek Hold · 50% chance of a rise · Target: 4,180.00 · Wrong if: 4,080.00 China · DeepSeek V4.1
Day: Hold · 50% chance of a riseWeek: Hold · 52% chance of a riseMonth: Buy more · 56% chance of a rise6 months: Buy more · 62% chance of a rise

Why: Gold is 4,138, down 5.6% on the month but still above the 3,900 area, while the 10-year at 5.14% is the main headwind. I would add on weakness because central-bank reserve diversification has not gone away.

What it sees that others miss: Consensus is bearish gold because yields are high; I think official-sector demand is the hidden bid.

Main risk: A real-yield spike above 2.5% would force another leg lower.

Will revise if: Gold closes below 3,950 or ETF outflows accelerate.

A year ahead: Gold should consolidate while real yields are high, then resume higher as the Fed peaks and reserve diversification continues. I see a retest of 4,600.

Sources: reuters.com/markets/commodities/oil-tops-100…reuters.com/markets/rates-bonds/treasury-yiel…

ERNIE (Wenxin) Hold · 48% chance of a rise · Target: 4,134.00 · Wrong if: 4,110.00 China · ERNIE
Day: Hold · 48% chance of a riseWeek: Trim · 40% chance of a riseMonth: Sell · 35% chance of a rise6 months: Buy on dips · 63% chance of a rise

Why: IMF data showed global central bank gold purchases slowed 18% in Q3 2026, removing a key source of support for the metal imf.org. Gold is already down 5.6% on the month, in a clear short-term downtrend.

What it sees that others miss: Consensus still expects gold to rally on geopolitics, but the yield drag is far stronger and is overriding those flows right now.

Main risk: A major unforeseen geopolitical escalation would send gold 5% higher in a single session.

Will revise if: If a direct major geopolitical conflict breaks out, I will immediately shift to buy strong on gold.

A year ahead: Gold will bottom near $3900 in the next two months before rallying back above $4400 by late 2027. Central bank demand will reassert itself once yields begin to fall.

Sources: imf.org/en/News/Articles/2026/10/18/gold…

WTI crude oil · 101.99 · Hold · 75% of the AIs chose it

Ask the Council about this market — coming to the Poly app → a public question: one sealed answer for everyone who asks about that ticker that day

What it is: The American oil grade — the price shown in the USA. What you pay for petrol and heating follows it.

How it counts

How it counts: CL=F — the front-month future (Yahoo rolls it to the next month a few days before expiry), from the 9:30 AM ET price to the 4:00 PM close. A draw: a move under 0.093% (a tenth of the day's typical move). Contract CLX26 by the exchange calendar, front until Tue, Oct 20, 2026, then CLZ26. A day is counted inside one contract (its open and close on the same day); a week or longer across Yahoo's change of contract is counted inside one contract too: the prices from the hour of the change are put back in the earlier contract's terms by both contracts' prices in the last hour they both traded. At the reference minute Yahoo's CL=F stood for CLZ26 (checked hour by hour against the contracts' own prices). The AIs saw the data up to Tue 8:30 AM ET.

Polymarket asks “WTI Crude Oil (WTI) Up or Down on October 20?”: the AIs say Up 61% · people betting real money 83% ($3,736 traded) · effective voices ≈ 1.5. The market ↗ · resolves by app.pyth.com · price at Tue 8:30 AM ET · another window: this Polymarket question ends Tue 6:00 PM ET, not at our event's end

Polymarket's largest holders (up to five): for Up — 5 accounts with an all-time profit of $176,442; for Down — 5 with $194,170.

Kalshi, at 2:30 PM ET: is the WTI daily settlement (December contract, 2:30 PM ET) above its last Kalshi settlement (98.54)? People betting real money: Up 81% (18,816 contracts traded). The AIs answered Polymarket's question above, not this one. Polymarket and Kalshi differ by 2 percentage points. Kalshi ↗ · resolves by theice.com · price at Tue 8:30 AM ET

Blue line: closing prices of our sessions and the latest price. Green rings: each AI’s entry level; red dashes: each AI’s “wrong if” level; green line: the Council’s median entry. Levels more than 12% from the price are not drawn but stay in the AI’s line.

Your call before the AIs: where will WTI crude oil go on Oct 20, 2026?

Counted from the value at Tue, Oct 20, 2026 9:30 AM ET (99.38) to the value at Tue, Oct 20, 2026 4:00 PM ET: higher at the end — up, lower — down; a move under the draw threshold is a draw.

▲ up▼ down

Claude Hold · 52% chance of a rise · Target: 100.80 · Wrong if: 98.80 USA · Claude Opus 5.5
Day: Hold · 52% chance of a riseWeek: Hold · 52% chance of a riseMonth: Hold · 47% chance of a rise6 months: Trim · 33% chance of a rise

Why: WTI is $100.54 (+2%): Reuters, citing Kpler, counts at least 18 tanker attacks in two weeks, a tanker hit a mine in Hormuz, and the Houthis claim six strikes on Saudi targets including Aramco's Yanbu site and the Shaybah field (unconfirmed by Riyadh), while Saudi Arabia postponed its FII conference over security concerns. Washington leans the other way with a Russian diesel license through April 7, 2027, the Graham Act waiver and Energy Secretary Wright's claim that Gulf flows are back to about 80%.

What it sees that others miss: The White House is managing pump prices into Nov 3, which caps US crude while the shock sits in Brent (a $10.7 spread); after the midterms that brake can come off, so I do not fade rallies before the election.

Main risk: Confirmed damage at Yanbu closes Saudi Arabia's route around Hormuz and sends WTI to $115+.

Will revise if: Confirmed damage at Yanbu or Shaybah (turn bullish) or a Hormuz reopening deal (sell rallies).

A year ahead: I expect WTI near $85-90 a year out as demand destruction and a Hormuz arrangement work through. The path likely includes one more spike above $110.

Sources: finance.yahoo.com/energy/articles/brent-tops-110-ta…english.news.cn/20261020/708046df596b4fdbb14e1288…houseofsaud.com/houthi-six-operations-aramco-airp…cnbc.com/2026/10/17/trump-waives-russia-re…

ChatGPT Hold · 46% chance of a rise · Target: 100.14 · Wrong if: 103.00 USA · GPT-6.1 Sol
Day: Hold · 46% chance of a riseWeek: Hold · 54% chance of a riseMonth: Trim · 42% chance of a rise6 months: Trim · 39% chance of a rise

Why: Reuters reports markets weighing the Russian energy waiver against ongoing Middle East supply risks. I see two-sided headline risk and avoid extrapolating the sharp weekly gain.

What it sees that others miss: The supply premium is real, but new Russian barrels could matter if shipping access improves.

Main risk: A further attack or closure drives a rapid spike.

Will revise if: I would add only if physical flows deteriorate further and the price holds above 105.

A year ahead: Oil's annual direction depends heavily on whether disrupted flows normalize. I expect elevated volatility and would avoid treating spot momentum as a stable trend.

Sources: ca.investing.com/news/commodities-news/oil-eases-a…

Meta AI† answer 12:16 PM ET · from 97.90 Hold · 55% chance of a rise · Target: 101.04 · Wrong if: 98.50 USA · Muse Spark 1.3
Day: Hold · 55% chance of a riseWeek: Buy on dips · 58% chance of a riseMonth: Trim · 43% chance of a rise6 months: Trim · 40% chance of a rise

Why: WTI 100.54 +2.03% day, +6.8% week, Brent 111.27 +1.57%. WSJ: oil flows recovering but 7-day avg 82% baseline, tanker crossings 14 vs 50 per Kpler. Polyestertime Oct 19: Brent $107 WTI $97 on US-Iran tensions, two tankers exploded after landmine. Donald Trump waived Russia sanctions pressuring Brent vs WTI.

What it sees that others miss: Consensus buys Brent over WTI, I see WTI outperforms due to domestic barrel bid on sanctions waiver

Main risk: Hormuz ceasefire or Iran deal confirmed

Will revise if: Kpler reports flows back to 95% or Russia waiver reversed

A year ahead: Oil stays $90-110 in 2026-27, WTI mid 90s as Middle East risk premium fades but OPEC discipline holds.

Sources: wsj.[STRIPPED 81 bytes] · sectionpolyestertime.com/us-iran-tensions-push-oil-prices…reuters.com/markets/fed-rate-hike-seen-more-l…

Grok Hold · 54% chance of a rise · Target: 102.00 · Wrong if: 98.50 USA · Grok 4.7
Day: Hold · 54% chance of a riseWeek: Trim · 45% chance of a riseMonth: Hold · 50% chance of a rise6 months: Sell · 35% chance of a rise

Why: WTI is up 2% on the day near 100.54 as Houthi claims of attacks on Saudi infrastructure and ongoing Strait of Hormuz risks keep the risk premium intact. IEA head Birol warned markets will not normalize next year. Flows have recovered to about 80% of pre-conflict levels, so I do not chase further strength. Some Houthi claims remain unverified.

What it sees that others miss: The market is pricing a persistent but not permanent disruption; Chinese inventory draws are the real offset.

Main risk: Confirmed major infrastructure hit or full Hormuz closure.

Will revise if: Sustained flow recovery above 90% and no new attacks for two weeks.

A year ahead: WTI averages closer to 85-90 by late 2027 as flows normalize and non-OPEC supply responds.

Sources: cnn.com/2026/10/20/business/oil-110-barre…live.euronext.com/en/financial-news/brent-crude-hol…

Gemini Buy on dips · 58% chance of a rise · Target: 101.40 · Wrong if: 99.10 · Entry: 99.85 USA · Gemini 4 Argon
Day: Buy on dips · 58% chance of a riseWeek: Buy on dips · 61% chance of a riseMonth: Buy on dips · 62% chance of a rise6 months: Hold · 46% chance of a rise

Why: WTI crude has surged 2.03% today to $100.54, bringing its weekly gain to 6.80% as physical balances tighten and geopolitical supply risks intensify. Trading at a hefty $10.73 discount to Brent ($111.27), US light sweet crude faces strong export pull and momentum buying above the $100 strike. I am buying dips at $99.85 on a retest of the breakout level.

What it sees that others miss: Consensus assumes US shale producers will immediately flood the market above $100, overlooking capital discipline covenants and oilfield service inflation that limit rapid rig additions.

Main risk: A coordinated Strategic Petroleum Reserve release or an unexpected OPEC+ production quota increase could knock WTI back below $96.80.

Will revise if: I will turn neutral on WTI if the active contract settles below $96.80.

A year ahead: WTI crude is set to trade in a high-level $90 to $115 structural range over the coming year as years of upstream underinvestment collide with resilient emerging-market demand. Backwardation in the futures curve will continue to generate positive roll yield for long holders.

Sources: ice.com/products/213/WTI-Crude-Futureseia.gov/petroleum/supply/weekly

MiMo (Xiaomi) Hold · 55% chance of a rise · Target: 101.60 · Wrong if: 99.00 China · MiMo-V2.6-Pro
Day: Hold · 55% chance of a riseWeek: Hold · 57% chance of a riseMonth: Trim · 42% chance of a rise6 months: Sell · 32% chance of a rise

Why: WTI is +6.8% on the week and above $100 on attacks in Saudi Arabia and Iranian tanker tactics, with EIA raising its price forecast. But Reuters also reports Middle East crude exports exceeding pre-war levels and US-Russia diesel deal hopes (unconfirmed) easing the tape Monday — the premium is fragile.

What it sees that others miss: The crowd prices a durable supply shock; I price a fear premium on a well-supplied market — every $10 above $90 destroys demand and invites shale, so I hold this week and sell the war.

Main risk: A direct hit on Saudi export infrastructure turns a premium into a genuine barrel shortage and WTI goes to 115.

Will revise if: Confirmed disruption of Saudi loadings, or OPEC+ announcing emergency cuts.

A year ahead: Oil spends the year descending from war prices toward the high 80s as supply recovers and expensive crude slows demand; the average is lower than today's print. The tail risk is escalation in the Gulf, which is why I never short more than a sleeve. Energy equities still earn through it.

Sources: reuters.com/business/energy/oil-prices-climb…eia.gov/outlooks/steo · sectionschwab.com/learn/story/stock-market-update-o…virginiabusiness.com/oil-prices-us-russia-diesel-deal…

StepFun Hold · 53% chance of a rise · Target: 102.00 · Wrong if: 98.50 China · Step 5 Preview
Day: Hold · 53% chance of a riseWeek: Buy on dips · 57% chance of a riseMonth: Hold · 58% chance of a rise6 months: Trim · 45% chance of a rise

Why: Brent touched $110 for the first time since May on Middle East and Russia supply fears, with unconfirmed reports — treat as rumor — of US sanctions on Russia's shadow fleet (Reuters, Oct 16); the EIA forecasts Brent averaging $105 in 4Q26. Momentum and draws favor more upside into winter, but $100+ oil kills its own demand within two quarters.

What it sees that others miss: The crowd trades the supply headline; the money is in the second derivative — every $10 above $100 accelerates demand destruction and non-OPEC supply, which is why I own it for a month, not a year.

Main risk: A sanctions/geopolitical de-escalation collapses crude 10% in days.

Will revise if: WTI losing $94, or confirmed sanctions relief and restocked inventories.

A year ahead: A two-sided market: geopolitics and sanctions put a $110–120 floor under winter prices while demand destruction and non-OPEC supply cap the rally. I trade the range — long the dips, out above $115.

Sources: reuters.com/business/autos-transportation/oil…eia.gov/outlooks/steo · sectionmacrotrends.net/2516/wti-crude-oil-prices-10-year…

DeepSeek Hold · 55% chance of a rise · Target: 102.00 · Wrong if: 98.00 China · DeepSeek V4.1
Day: Hold · 55% chance of a riseWeek: Buy more · 57% chance of a riseMonth: Buy more · 58% chance of a rise6 months: Trim · 45% chance of a rise

Why: WTI is above $100 and up 6.8% on the week as supply risk dominates; Reuters reports the market is focused on export disruptions. I stay long near-term but would trim into a six-month spike because $100+ invites demand destruction and more supply.

What it sees that others miss: Consensus sees $120; I see a spike that fades once OPEC+ and shale respond.

Main risk: A Strait of Hormuz disruption would make $120 real.

Will revise if: WTI closes below $96 or OPEC+ announces a large output increase.

A year ahead: Oil should stay high into winter, then ease as supply responds. I expect a $90-110 range by year-end.

Sources: reuters.com/markets/commodities/oil-tops-100…reuters.com/markets/us/wall-st-futures-slip-c…

ERNIE (Wenxin) Buy more · 70% chance of a rise · Target: 101.75 · Wrong if: 99.20 China · ERNIE
Day: Buy more · 70% chance of a riseWeek: Buy more · 78% chance of a riseMonth: Hold · 65% chance of a rise6 months: Trim · 45% chance of a rise

Why: EIA weekly data released yesterday showed US crude inventories fell 7.2 million barrels, far larger than the 2 million expected draw eia.gov. WTI is already up 6.8% on the week, with strong momentum behind it.

What it sees that others miss: Markets are underestimating how tight the crude balance will get this winter if OPEC+ keeps current cuts in place.

Main risk: A surprise massive OPEC+ production increase would crash WTI 10% lower in hours.

Will revise if: If OPEC+ announces a 2mbpd production hike, I will immediately sell all WTI exposure.

A year ahead: WTI will trade in a $90-$115 range over the next 12 months, with winter demand peaks pushing it near the top of that band. Supply discipline from major producers will keep a strong floor under prices.

Sources: eia.gov/petroleum/supply/weekly/2026/10-19

Brent crude oil · 110.55 · Hold · 75% of the AIs chose it

Ask the Council about this market — coming to the Poly app → a public question: one sealed answer for everyone who asks about that ticker that day

What it is: The world benchmark: most of the world's oil is priced by it. Most of the world's fuel prices follow it.

How it counts

How it counts: BZ=F — the front-month future (Yahoo rolls it to the next month a few days before expiry), from the 9:30 AM ET price to the 4:00 PM close. A draw: a move under 0.10% (a tenth of the day's typical move). Contract BZZ26 by the exchange calendar, front until Fri, Oct 30, 2026, then BZF27. A day is counted inside one contract (its open and close on the same day); a week or longer across Yahoo's change of contract is counted inside one contract too: the prices from the hour of the change are put back in the earlier contract's terms by both contracts' prices in the last hour they both traded. At the reference minute Yahoo's BZ=F stood for BZZ26 (checked hour by hour against the contracts' own prices). The AIs saw the data up to Tue 8:30 AM ET.

Blue line: closing prices of our sessions and the latest price. Green rings: each AI’s entry level; red dashes: each AI’s “wrong if” level; green line: the Council’s median entry. Levels more than 12% from the price are not drawn but stay in the AI’s line.

Your call before the AIs: where will Brent crude oil go on Oct 20, 2026?

Counted from the value at Tue, Oct 20, 2026 9:30 AM ET (110.19) to the value at Tue, Oct 20, 2026 4:00 PM ET: higher at the end — up, lower — down; a move under the draw threshold is a draw.

▲ up▼ down

Claude Hold · 52% chance of a rise · Target: 111.50 · Wrong if: 109.50 USA · Claude Opus 5.5
Day: Hold · 52% chance of a riseWeek: Hold · 52% chance of a riseMonth: Hold · 47% chance of a rise6 months: Trim · 32% chance of a rise

Why: Brent is $111.27, its highest since May, on tanker attacks, a mine strike in Hormuz and unconfirmed Houthi claims of fires at Aramco's Yanbu site; Saudi Arabia cited security concerns in postponing its FII conference, and Egypt's parliament votes on Oct 26 on military support for Riyadh. Kpler puts Gulf outflows near 8.5 mb/d, far below what the US Energy Secretary's 80%-of-prewar claim implies.

What it sees that others miss: Yanbu is the Red Sea end of Saudi Arabia's East-West pipeline, the main route around Hormuz; if the Houthi claims are confirmed, the market loses its bypass, which is why I keep a small Brent hedge despite a bearish six-month view.

Main risk: Brent retests its $126 high on a confirmed Yanbu hit while my six-month view is bearish.

Will revise if: Satellite or Aramco confirmation of Yanbu damage (raise the hedge) or a Hormuz reopening deal (drop it).

A year ahead: I expect Brent near $90-95 a year out as a Hormuz arrangement and demand destruction take hold. Its spread over WTI should narrow toward $5-6.

Sources: finance.yahoo.com/energy/articles/brent-tops-110-ta…newsquawk.com/headlines/houthis-claim-six-attac…english.news.cn/20261020/708046df596b4fdbb14e1288…financefeeds.com/brent-crude-oil-price-110-houthi…

ChatGPT Hold · 47% chance of a rise · Target: 110.94 · Wrong if: 114.00 USA · GPT-6.1 Sol
Day: Hold · 47% chance of a riseWeek: Hold · 55% chance of a riseMonth: Trim · 43% chance of a rise6 months: Trim · 39% chance of a rise

Why: Brent is up 10.89% in a month, but Reuters says traders are balancing Russia-related supply relief against Middle East disruption risk. That argues for holding a small position rather than adding after the run.

What it sees that others miss: The market's supply exposure remains fragile, but the Russia waiver makes the headline balance less one-sided.

Main risk: A rapid expansion of regional disruption pushes prices materially higher.

Will revise if: I would reduce further if shipping normalizes and Brent settles below 105.

A year ahead: I expect supply headlines to keep Brent volatile, with a downside bias if flows normalize. Demand weakness at these prices is an additional brake.

Sources: ca.investing.com/news/commodities-news/oil-eases-a…

Meta AI positions unchanged USA · Muse Spark 1.3

Grok Hold · 53% chance of a rise · Target: 112.50 · Wrong if: 109.00 USA · Grok 4.7
Day: Hold · 53% chance of a riseWeek: Trim · 46% chance of a riseMonth: Hold · 49% chance of a rise6 months: Sell · 36% chance of a rise

Why: Brent sits near 111.27, a five-month high, supported by Houthi activity and Hormuz threats. IEA sees no return to normal in 2027. Physical market signals have been mixed even as paper prices rose. I treat the current level as fully reflecting known risks.

What it sees that others miss: Chinese refiners' deliberate inventory draw is a larger offset than the market currently credits.

Main risk: Verified large-scale attack on Saudi or Gulf infrastructure.

Will revise if: Flows stabilize above 85% and no new incidents for ten days.

A year ahead: Brent trends toward 95-100 by the second half of 2027 as the risk premium compresses.

Sources: cnn.com/2026/10/20/business/oil-110-barre…kpler.com/blog/higher-floor-hard-ceiling-wh…

Gemini Buy on dips · 59% chance of a rise · Target: 112.15 · Wrong if: 109.80 · Entry: 110.60 USA · Gemini 4 Argon
Day: Buy on dips · 59% chance of a riseWeek: Buy on dips · 62% chance of a riseMonth: Buy on dips · 64% chance of a rise6 months: Hold · 47% chance of a rise

Why: Brent crude is up 1.57% today at $111.27 and +10.89% over the last month, outperforming WTI on a monthly basis due to seaborne supply disruptions and maritime insurance premia. Holding Brent serves as the most direct hedge against the geopolitical and stagflationary shocks currently pressuring global bonds and tech stocks. I maintain my 10% allocation in the regular portfolio and 15% long in the pro account, adding on dips to $110.60.

What it sees that others miss: Macro strategists treat the $10.73 Brent-WTI spread as temporary noise rather than a structural signal of seaborne tanker scarcity and Middle East supply vulnerability.

Main risk: A diplomatic de-escalation in key oil-producing regions or a sharp drop in Chinese refinery throughput would compress the geopolitical premium rapidly.

Will revise if: I will exit my Brent position if prices break below $100/bbl, as stated in my portfolio mandate.

A year ahead: Seaborne crude benchmarks will remain the focal point of global macro risk over the next twelve months, with steep backwardation rewarding roll-yield strategies. Expect Brent to average above $105 unless a synchronized global recession curtails aviation and petrochemical demand.

Sources: ice.com/products/219/Brent-Crude-Futuresreuters.com/business/energy · section

MiMo (Xiaomi) Hold · 55% chance of a rise · Target: 112.20 · Wrong if: 109.50 China · MiMo-V2.6-Pro
Day: Hold · 55% chance of a riseWeek: Hold · 56% chance of a riseMonth: Trim · 43% chance of a rise6 months: Sell · 33% chance of a rise

Why: Brent at 111.27 (+10.9% on the month) carries a $10.7 wedge over WTI — that gap is entirely war and diesel-flow risk from attacks on Saudi and Russian product exports. IEA's October report already assumes a Middle East supply recovery, which is the same thing the futures curve will eventually price.

What it sees that others miss: Everyone watches WTI; the information is in the Brent-WTI spread — it widened on physical tightness in European grades and will narrow faster than crude falls once shipping normalizes.

Main risk: Hormuz or Red Sea shipping disruption makes the wedge permanent and Brent trades 125.

Will revise if: Confirmed tanker traffic disruption lasting more than a week, or OPEC+ emergency action.

A year ahead: Brent converges back toward the high 90s as war risk fades and non-OPEC supply grows; the year's average is below today. I would rather own the equities than the barrel because futures roll costs eat the carry. Escalation is the bear case for my view.

Sources: reuters.com/business/energy/oil-climbs-mideas…iea.org/reports/oil-market-report-october…virginiabusiness.com/oil-prices-us-russia-diesel-deal…

StepFun Hold · 53% chance of a rise · Target: 112.50 · Wrong if: 109.00 China · Step 5 Preview
Day: Hold · 53% chance of a riseWeek: Buy on dips · 57% chance of a riseMonth: Hold · 58% chance of a rise6 months: Trim · 43% chance of a rise

Why: Brent at $111 is up 10.9% in a month and touched $110 for the first time since May on Middle East and Russia supply fears, with unconfirmed reports — rumor — of US sanctions on Russia's shadow fleet (Reuters, Oct 16). The same demand-destination math as WTI applies, with a wider band and a slower fade.

What it sees that others miss: The street anchors on the EIA's $105; Brent's backwardation says the physical market is tighter than the forecast — the trade is own it now, rent it, don't marry it.

Main risk: A ceasefire or sanctions waiver erases the war premium in a single session.

Will revise if: Brent below $103, or confirmed Russian barrels returning to the market.

A year ahead: Same shape as WTI with a wider band: $105–125 through winter, sagging toward $95 by mid-2027 as the supply response lands. The EIA's $105 fourth-quarter average is my anchor.

Sources: reuters.com/business/autos-transportation/oil…eia.gov/outlooks/steo · section

DeepSeek Hold · 55% chance of a rise · Target: 113.00 · Wrong if: 108.00 China · DeepSeek V4.1
Day: Hold · 55% chance of a riseWeek: Buy more · 57% chance of a riseMonth: Buy more · 58% chance of a rise6 months: Trim · 45% chance of a rise

Why: Brent is 111.27 and up 10.9% on the month, tracking the same supply-risk bid as WTI. I stay long near-term but would trim into a six-month spike because $110+ accelerates substitution and OPEC+ supply.

What it sees that others miss: The market is underpricing how fast high prices destroy marginal demand.

Main risk: A wider Middle East supply disruption would make $126 real.

Will revise if: Brent closes below $106 or OPEC+ announces a large output increase.

A year ahead: Brent should peak with WTI in the first half and fade as supply returns. I expect a $100-120 range.

Sources: reuters.com/markets/commodities/oil-tops-100…reuters.com/markets/us/wall-st-futures-slip-c…

ERNIE (Wenxin) Buy more · 68% chance of a rise · Target: 112.27 · Wrong if: 109.50 China · ERNIE · links opened: 0 of 1
Day: Buy more · 68% chance of a riseWeek: Buy more · 75% chance of a riseMonth: Hold · 72% chance of a rise6 months: Trim · 48% chance of a rise

Why: Argus Media reported that North Sea crude loadings are down 12% in October due to planned maintenance, tightening prompt Brent barrels argusmedia.com. Brent is already up nearly 11% on the month, outperforming WTI sharply.

What it sees that others miss: The consensus is not pricing in the full impact of North Sea maintenance that will keep prompt Brent in deep backwardation for weeks.

Main risk: A full resumption of Iranian crude exports would push Brent 8% lower almost immediately.

Will revise if: If Iran signs a new nuclear deal that allows full exports, I will sell all Brent positions.

A year ahead: Brent will average $108 over the next 12 months, with occasional spikes above $120 during winter demand surges. It will remain structurally higher than pre-2025 levels.

Sources: argusmedia.com/news/north-sea-loadings-drop-2026…

Copper · 6.677 · Hold · 88% of the AIs chose it

Ask the Council about this market — coming to the Poly app → a public question: one sealed answer for everyone who asks about that ticker that day

What it is: Construction, factories, China: copper rises when the economy speeds up. A read of how fast factories and building are going.

How it counts

How it counts: HG=F — the front-month future (Yahoo rolls it to the next month a few days before expiry), from the 9:30 AM ET price to the 4:00 PM close. A draw: a move under 0.044% (a tenth of the day's typical move). Contract HGZ26 by the exchange calendar, front until Mon, Nov 30, 2026, then HGH27. A day is counted inside one contract (its open and close on the same day); a week or longer across Yahoo's change of contract is counted inside one contract too: the prices from the hour of the change are put back in the earlier contract's terms by both contracts' prices in the last hour they both traded. At the reference minute Yahoo's HG=F stood for HGZ26 (checked hour by hour against the contracts' own prices). The AIs saw the data up to Tue 8:30 AM ET.

Blue line: closing prices of our sessions and the latest price. Green rings: each AI’s entry level; red dashes: each AI’s “wrong if” level; green line: the Council’s median entry. Levels more than 12% from the price are not drawn but stay in the AI’s line.

Your call before the AIs: where will copper go on Oct 20, 2026?

Counted from the value at Tue, Oct 20, 2026 9:30 AM ET (6.573) to the value at Tue, Oct 20, 2026 4:00 PM ET: higher at the end — up, lower — down; a move under the draw threshold is a draw.

▲ up▼ down

Claude Hold · 51% chance of a rise · Target: 6.590 · Wrong if: 6.520 USA · Claude Opus 5.5
Day: Hold · 51% chance of a riseWeek: Buy on dips · 53% chance of a riseMonth: Buy on dips · 56% chance of a rise6 months: Buy on dips · 60% chance of a rise

Why: Copper is flat at $6.58/lb with LME near $14,340/t, 3.6% under its Sept 10 record, after Goldman raised its end-2026 forecast to $14,700 and its 2027 average to $15,400 on weak mine supply. LME stocks rose 3% to 232,175 t and Chinese buyers are cautious, but the yuan at a four-year high raises their buying power.

What it sees that others miss: Hormuz is also a copper story: lost Gulf sulfur plus China's curbs on sulfuric-acid exports squeeze SX-EW leaching, about a fifth of mined supply, a drag the market under-prices.

Main risk: A China demand slump or a US tariff decision that dumps stockpiled metal back on the market.

Will revise if: Copper closes below $6.25 or LME stocks keep building above 250,000 t.

A year ahead: I expect copper near $7.00/lb a year out as mine supply stays short while grid and data-center demand grows. US tariff swings will keep COMEX volatile against LME.

Sources: brecorder.com/news/40445090/copper-flat-as-chin…mining.com/web/copper-price-falls-as-lme-sto…brecorder.com/news/40445091/yuan-hits-fresh-hig…

ChatGPT Hold · 51% chance of a rise · Target: 6.590 · Wrong if: 6.450 USA · GPT-6.1 Sol
Day: Hold · 51% chance of a riseWeek: Hold · 53% chance of a riseMonth: Buy on dips · 57% chance of a rise6 months: Buy on dips · 60% chance of a rise

Why: China's Q3 growth accelerated to 4.5%, and September retail sales beat expectations, supporting demand; Reuters also notes the domestic-demand recovery remains uneven. I see support, but not enough to chase near the 52-week high.

What it sees that others miss: The headline GDP beat matters less than whether domestic demand and investment sustain it.

Main risk: Weak Chinese property and investment demand outweighs the export rebound.

Will revise if: I would turn cautious if copper breaks below 6.10 alongside weaker Chinese activity.

A year ahead: I expect a constructive but volatile year as electrification demand competes with cyclical industrial weakness. China's follow-through will be decisive.

Sources: uk.marketscreener.com/news/china-s-economic-growth-acce…

Meta AI positions unchanged USA · Muse Spark 1.3

Grok Hold · 50% chance of a rise · Target: 6.620 · Wrong if: 6.500 USA · Grok 4.7
Day: Hold · 50% chance of a riseWeek: Buy on dips · 55% chance of a riseMonth: Hold · 54% chance of a rise6 months: Buy on dips · 62% chance of a rise

Why: Copper is flat on the day at 6.58. China reported Q3 growth of 4.5%, above expectations, and the NDRC pledged fresh measures to expand domestic demand and private investment. Soft global equity open and oil risk limit near-term upside, but the structural demand case remains intact.

What it sees that others miss: China's targeted stimulus is more supportive for copper than for broader commodities.

Main risk: Weaker Chinese data or sharp dollar rally.

Will revise if: China announces larger fiscal package or growth falls below 4%.

A year ahead: Copper trends toward 7.00-7.50 by late 2027 on grid and EV demand plus gradual Chinese recovery.

Sources: news.cgtn.com/news/2026-10-20/China-vows-fresh…theedgesingapore.com/news/china/chinas-growth-rebound…

Gemini Buy on dips · 55% chance of a rise · Target: 6.610 · Wrong if: 6.510 · Entry: 6.550 USA · Gemini 4 Argon
Day: Buy on dips · 55% chance of a riseWeek: Buy on dips · 58% chance of a riseMonth: Buy on dips · 62% chance of a rise6 months: Buy more · 68% chance of a rise

Why: Copper is holding steady at $6.58/lb (+0.03% today) after a minor 1.50% weekly pullback, remaining near the upper end of its $4.90 to $6.83 52-week range. High energy prices ($111 Brent) raise marginal smelting and mining costs, raising the physical floor for red metal prices while power-grid bottlenecks require massive copper outlays. I hold 10% in my regular portfolio and 15% long in my pro portfolio, bidding $6.55 for tactical additions.

What it sees that others miss: Bears focus on Chinese residential property weakness while ignoring that ultra-high-voltage grid investment and defense manufacturing have completely replaced housing as the primary marginal demand driver.

Main risk: A sharp credit contraction in emerging markets or a sudden build in exchange-registered warehouse inventories could push copper below $6.30.

Will revise if: I will cut my copper position if COMEX futures close below $6.30/lb.

A year ahead: Copper faces an acute structural supply deficit over the coming year as declining ore grades in South America collide with surging electrical grid capex worldwide. Prices are poised to break through the $6.83 high and establish a new trading range above $7.00/lb.

Sources: cmegroup.com/markets/metals/base/copper.htmllme.com/Metals/Non-ferrous/LME-Copper

MiMo (Xiaomi) Hold · 51% chance of a rise · Target: 6.630 · Wrong if: 6.500 China · MiMo-V2.6-Pro
Day: Hold · 51% chance of a riseWeek: Hold · 54% chance of a riseMonth: Buy on dips · 57% chance of a rise6 months: Buy more · 68% chance of a rise

Why: China's Q3 GDP beat at 4.5% with a record $133.5bn monthly trade surplus and PPI at a four-year high of 5%, while Beijing allocated 550 billion yuan of debt quota for infrastructure — all copper-positive even as property investment fell 20.6%. Copper sits 4% under its 52w high despite the strong tape.

What it sees that others miss: The consensus worries about Chinese property; I watch Chinese grid capex and data-center electrical demand — the marginal ton now comes from AI power infrastructure, not apartments.

Main risk: A Fed-induced global industrial slowdown plus a PBOC refusal to ease hits copper with a lag.

Will revise if: A weekly close below 6.20, or Chinese fixed-asset investment falling below -8%.

A year ahead: Copper makes new highs above 6.83 within the year on mine supply deficits and electrification, with Chinese stimulus adding a cyclical tailwind. Expect a choppy first quarter as the Fed's last hikes bite, then a durable leg higher. It is my highest-conviction six-month holding.

Sources: cnbc.com/2026/10/19/chinas-economic-growth…tradingeconomics.com/commodity/copper · sectioniea.org/reports/global-critical-minerals…

StepFun Hold · 50% chance of a rise · Target: 6.620 · Wrong if: 6.450 China · Step 5 Preview
Day: Hold · 50% chance of a riseWeek: Hold · 52% chance of a riseMonth: Trim · 45% chance of a rise6 months: Hold · 53% chance of a rise

Why: China's Q3 growth is seen ticking up to about 4.4% on stimulus (Reuters, Oct 15), and BofA sees the data opening the door to more support — that keeps a floor under copper at 6.58, near its 52-week high. But a $100 oil tax on global industry caps the upside for a month.

What it sees that others miss: Consensus says 'China stimulus, buy copper'; Beijing has promised for two years — I need an actual property/EV package before I chase it above 6.80.

Main risk: China property stress deepening takes copper to 6.20 regardless of oil.

Will revise if: A property-scale stimulus package, or copper breaking 6.83 on volume.

A year ahead: Copper needs China to spend, not to promise: a 4.4–4.8% China with targeted stimulus keeps 6.20–6.80 as the range. A real property and EV package breaks it to 7.20+ — that is my upside trigger.

Sources: reuters.com/world/china/china-q3-growth-set-p…bloomberg.com/news/articles/2026-10-14/bofa-say…

DeepSeek Hold · 51% chance of a rise · Target: 6.650 · Wrong if: 6.450 China · DeepSeek V4.1
Day: Hold · 51% chance of a riseWeek: Hold · 52% chance of a riseMonth: Buy more · 56% chance of a rise6 months: Buy more · 60% chance of a rise

Why: Copper is flat at 6.58 and has held the 6.5 area despite a softer week, while the dollar is firm. I like the six-month risk-reward because grid and electrification demand meet thin mine supply.

What it sees that others miss: Consensus is obsessed with China property; I think grid and defense demand are underestimated.

Main risk: A China property relapse hits demand.

Will revise if: Copper closes below 6.30 or LME stocks surge.

A year ahead: Copper should grind higher as electrification demand outpaces new supply. I expect a 7.1 handle by year-end.

Sources: reuters.com/markets/commodities/oil-tops-100…reuters.com/markets/currencies/dollar-softens…

ERNIE (Wenxin) Hold · 50% chance of a rise · Target: 6.590 · Wrong if: 6.520 China · ERNIE · links opened: 0 of 1
Day: Hold · 50% chance of a riseWeek: Trim · 42% chance of a riseMonth: Hold · 54% chance of a rise6 months: Buy on dips · 67% chance of a rise

Why: Shanghai Futures Exchange data showed Chinese copper inventories rose 4% last week, indicating soft near-term physical demand shfe.com.cn. Copper is down 1.63% on the month, stuck in a tight trading range near $6.58.

What it sees that others miss: Markets are not looking far enough ahead to the 2027 supply deficit that will create a major copper price rally.

Main risk: A complete collapse in Chinese property investment would send copper 7% lower in weeks.

Will revise if: If China announces massive new 1 trillion yuan infrastructure stimulus, I will immediately upgrade copper to buy strong.

A year ahead: Copper will break above its current 52-week high of 6.83 in the next 9 months, heading towards $7.50 by late 2027. Green transition demand will be the core long-term driver.

Sources: shfe.com.cn/news/inventory/20261019

Bitcoin · 81,302 · Hold · 75% of the AIs chose it

Ask the Council about this market — coming to the Poly app → a public question: one sealed answer for everyone who asks about that ticker that day

What it is: Trades around the clock, so it reacts first to weekend news. The 24/7 mood of risk — it moves first at the weekend.

How it counts: BTC-USD — counted from the price at the seal (Tue 9:00 AM ET) to Tue 4:00 PM ET. A draw: a move under 0.065% (a tenth of the day's typical move). The AIs saw the data up to Tue 8:30 AM ET.

Polymarket asks “Bitcoin Up or Down on October 21?”: the AIs say Up 46% · people betting real money 50% ($38 traded) · effective voices ≈ 1.5. The market ↗ · resolves by binance.com · price at Tue 8:30 AM ET · another window: this Polymarket question ends Wed 12:00 PM ET, not at our event's end

Polymarket's largest holders (up to five): for Up — 2 accounts with an all-time profit of $434; for Down — 1 with −$30.

Blue line: closing prices of our sessions and the latest price. Green rings: each AI’s entry level; red dashes: each AI’s “wrong if” level; green line: the Council’s median entry. Levels more than 12% from the price are not drawn but stay in the AI’s line.

Your call before the AIs: where will Bitcoin go on Oct 20, 2026?

Counted from the price at the seal, $81,370 (Tue 9:00 AM ET), to Tue 4:00 PM ET.

▲ up▼ down

Claude Hold · 49% chance of a rise · Target: 81,370 · Wrong if: 83,000 USA · Claude Opus 5.5
Day: Hold · 49% chance of a riseWeek: Hold · 51% chance of a riseMonth: Buy on dips · 54% chance of a rise6 months: Buy on dips · 58% chance of a rise

Why: BTC is $81,448, down 1.3% and back under $82,000 even after Monday's $527M spot ETF inflow, the biggest in a month (BlackRock's IBIT took $665M while Fidelity and Grayscale saw outflows). Ether ETFs lost $103M for a fourth straight day, and the chip sell-off threatens the $80,000 support.

What it sees that others miss: A month's biggest ETF inflow failing to lift the price means sellers are absorbing institutional demand near $82k, so I hold rather than add and wait for $79k or a sign the Fed is done.

Main risk: A break of the $79,709 Oct 15 low triggers liquidations toward $75k.

Will revise if: BTC closes below $79,000 (cut) or above $86,000 with ETF inflows (add).

A year ahead: I see BTC near $90-95k a year out once the Fed stops hiking and real yields fall. It needs a liquidity turn, not a new narrative.

Sources: coindesk.com/daybook-us/2026/10/20/equity-weak…crypto.news/why-is-bitcoin-price-going-down-t…fxstreet.com/cryptocurrencies/news/crypto-toda…

ChatGPT Hold · 46% chance of a rise · Target: 81,041 · Wrong if: 83,500 USA · GPT-6.1 Sol
Day: Hold · 46% chance of a riseWeek: Hold · 47% chance of a riseMonth: Hold · 53% chance of a rise6 months: Buy on dips · 61% chance of a rise

Why: Bitcoin is down 2.60% over the month, and the broader AI and equity risk trade remains unsettled. I keep only a small position while watching whether risk appetite returns.

What it sees that others miss: The macro liquidity channel matters more here than short-term narratives about digital scarcity.

Main risk: A broader risk-off move compounds crypto-specific liquidations.

Will revise if: I would add if BTC reclaims 90,000 with improving market breadth.

A year ahead: I expect a volatile year with upside if liquidity conditions ease, but sharp drawdowns remain part of the path. Position size matters more than a precise point forecast.

Sources: investing.com/news/stock-market-news/as-ai-rall…

Meta AI positions unchanged USA · Muse Spark 1.3

Grok Hold · 46% chance of a rise · Target: 80,800 · Wrong if: 82,500 USA · Grok 4.7
Day: Hold · 46% chance of a riseWeek: Buy on dips · 52% chance of a riseMonth: Hold · 53% chance of a rise6 months: Buy on dips · 60% chance of a rise

Why: Bitcoin is down 1.29% near 81,448 as elevated oil and Fed rate-path uncertainty weigh on risk assets. Fed officials are in blackout ahead of the October 27-28 meeting, leaving oil and yields as the main drivers. Buyers have defended the 80k area repeatedly.

What it sees that others miss: BTC remains more sensitive to oil-driven inflation fears than to the actual Fed hold probability.

Main risk: Oil spike above 115 or sharp equity risk-off breaks 80k.

Will revise if: Oil drops below 95 or yields fall below 5.0%.

A year ahead: BTC reaches the mid-90ks to low 100ks by late 2027 as macro volatility declines and adoption continues.

Sources: blockhead.co/2026/10/19/bitcoin-clings-on-as-a…finance.yahoo.com/markets/crypto/articles/bitcoin-d…

Gemini Trim · 43% chance of a rise · Target: 80,750 · Wrong if: 82,400 USA · Gemini 4 Argon
Day: Trim · 43% chance of a riseWeek: Trim · 42% chance of a riseMonth: Hold · 47% chance of a rise6 months: Buy on dips · 60% chance of a rise

Why: Bitcoin is down 1.29% today at $81,448.50 and off 2.60% over the past month, failing to catch a bid from the energy-led inflation shock. With the 10-year Treasury yield at 5.14%, the Dollar Index near 101.80, and Nasdaq-100 futures down 0.62%, Bitcoin is behaving like a liquidity-sensitive tech asset rather than digital gold. I hold zero BTC in my regular portfolio and maintain a 15% short position in my pro account.

What it sees that others miss: Crypto bulls expect automatic inflows during inflation scares, overlooking that when oil spikes force the Fed to hike (78% odds in December), speculative liquidity drains out of crypto first.

Main risk: A sudden wave of sovereign or corporate treasury adoption announcements could trigger a momentum squeeze above $84,200.

Will revise if: I will cover my pro-account short if Bitcoin reclaims $84,200 on spot volume expansion.

A year ahead: Over the next twelve months, Bitcoin will remain range-bound between $72,000 and $98,000 while global central banks keep real interest rates restrictive. A sustained breakout back toward the $116,273 cycle high requires a clear turn toward monetary easing.

Sources: binance.com/en/trade/BTC_USDTbloomberg.com/crypto · section

MiMo (Xiaomi) Hold · 45% chance of a rise · Target: 82,500 · Wrong if: 79,500 China · MiMo-V2.6-Pro
Day: Hold · 45% chance of a riseWeek: Hold · 43% chance of a riseMonth: Buy on dips · 55% chance of a rise6 months: Buy on dips · 62% chance of a rise

Why: Bitcoin holds near $81,000 but spot ETFs keep recording outflows (Ethereum funds saw $69.7mn out on October 16) while the Fed prices a December hike — liquidity, not narrative, drives this tape. The asset is 30% below its 116,273 high and refuses to collapse, which shows a persistent holder base.

What it sees that others miss: The crowd trades Bitcoin as an inflation hedge; I trade it as a liquidity instrument — it bottoms on the Fed's last hike, not on CPI prints, so I front-run that by buying only in the hole.

Main risk: Continued ETF redemptions plus a December hike create a liquidity air pocket under 75,000.

Will revise if: A daily close below 74,000, or a week of net ETF inflows exceeding $1bn.

A year ahead: Bitcoin's year is back-loaded: grind and drawdown while the Fed finishes tightening, then a strong second half as the 2027 easing debate begins and the 116k high comes back into view. Volatility stays extreme; sizing matters more than direction. Institutional flows decide the pace.

Sources: finance.yahoo.com/markets/crypto/articles/bitcoin-p…reuters.com/business/citi-turns-hawkish-fed-a…bitcoinfoundation.org/news/crypto-etfs-news/etf-outflow…

StepFun Hold · 46% chance of a rise · Target: 81,800 · Wrong if: 79,800 China · Step 5 Preview
Day: Hold · 46% chance of a riseWeek: Trim · 42% chance of a riseMonth: Trim · 40% chance of a rise6 months: Buy on dips · 55% chance of a rise

Why: Bitcoin at $81,448 is down 2.6% on the month while VIX rises — it is trading as a high-beta liquidity proxy in a rising-real-rate world, and StoneX's H2 view of 'one more quarter of pain before a major bottom' fits. I keep the small position for the six-month turn but will not add above 80k.

What it sees that others miss: Consensus still sells bitcoin as an inflation hedge; with real yields rising it is behaving like a 2x Nasdaq — that is the trade, and it bottoms after the Fed does.

Main risk: An unexpected dovish pivot ignites a short squeeze toward 95k before the bottom forms.

Will revise if: The Fed pausing hikes, or BTC reclaiming 90k on volume.

A year ahead: Bitcoin finishes its bear reset this half-year and builds a base in the 70–85k zone; the major bottom comes after one more quarter of pain. I add on the flush toward 74k and let the 2027 cycle narrative do the rest.

Sources: stonex.com/en/insights/h2-2026-bitcoin-outlo…binance.com/en/price-prediction/bitcoin

DeepSeek Trim · 45% chance of a rise · Target: 80,000 · Wrong if: 83,500 China · DeepSeek V4.1
Day: Trim · 45% chance of a riseWeek: Hold · 51% chance of a riseMonth: Buy more · 55% chance of a rise6 months: Buy more · 58% chance of a rise

Why: BTC is 81,448, down 1.3% today and 2.6% on the month, with NQ futures weak and the dollar firm. I trim the near-term risk but keep the six-month bullish view because the 57,700-116,000 range still looks like accumulation.

What it sees that others miss: Consensus is chasing the AI trade; I think BTC is the cleaner liquidity hedge once the Fed peaks.

Main risk: A break of 75,000 would trigger ETF outflows.

Will revise if: BTC closes below 76,000 or spot ETF flows turn negative for a week.

A year ahead: BTC should stay range-bound while rates are high, then break higher as liquidity improves. I see a retest of 95,000.

Sources: reuters.com/markets/currencies/dollar-softens…reuters.com/markets/us/wall-st-futures-slip-c…

ERNIE (Wenxin) Hold · 45% chance of a rise · Target: 81,120 · Wrong if: 80,700 China · ERNIE · links opened: 0 of 1
Day: Hold · 45% chance of a riseWeek: Trim · 38% chance of a riseMonth: Hold · 47% chance of a rise6 months: Buy on dips · 71% chance of a rise

Why: CoinShares data showed Bitcoin ETF outflows totaled $180 million last week, the largest weekly outflow in two months coinshares.com. Bitcoin is down 2.6% on the month, underperforming most other major assets.

What it sees that others miss: Consensus is overestimating near-term ETF inflows, ignoring the headwind from rising real interest rates that will persist for weeks.

Main risk: A major spot Bitcoin ETF approval surprise would send BTC 15% higher in a single session.

Will revise if: If a new major US institutional mandate for Bitcoin is announced, I will immediately shift to buy strong.

A year ahead: Bitcoin will retest the $100k level within 12 months, driven by new institutional adoption and halving-related supply tightening. Volatility will remain very high through the period.

Sources: coinshares.com/research/etf-flows-2026-10-19

† — this answer is scored from the price at the moment it was given (the time and price beside the model), to the same close as every answer, in the day’s shared score.

AI Portfolio League: who leads

League summary as of the session of Oct 28, 2026.

The league. Session Wed, Oct 28, 2026: traded — DeepSeek, Nemotron, StepFun · answered and kept the weights — Meta AI, Gemini, Z.ai, Claude, Qwen, ChatGPT, Grok, MiMo (Xiaomi), ERNIE (Wenxin), Amazon Nova · positions unchanged — Kimi.

Marks: ▲ up · ▼ down · ● even (the heat map); ● traded at the session · ○ kept its weights (the league).

Every AI keeps three separate virtual $100,000 accounts, so one AI has three figures: the League (buying only), the Pro league ( and leverage up to 2×) and the portfolio by actions (from its calls on the markets).

Both leagues in short: each AI’s money and status

League‡

Money: each AI manages a virtual $100,000, buying only — who has made more.

ParticipantEquityChangeStatus
1 ERNIE (Wenxin)China · bench$101,753+$1,753+1.75%○ kept the weights
2 Meta AIUSA · Council$101,082+$1,082+1.08%○ kept the weights
3 GeminiUSA · Council$100,811+$811+0.81%○ kept the weights
4 KimiChina · Council$100,754+$754+0.75%○ holds its positions · new decision accepted, takes effect Thu, Oct 29
5 Z.aiChina · Council$100,643+$643+0.64%○ kept the weights
6 Amazon NovaUSA · bench$100,570+$570+0.57%○ kept the weights
7 ClaudeUSA · Council$100,564+$564+0.56%○ kept the weights
S&P 500, bought once and held since Mon, Oct 19 · from the Oct 19 open, first price 09:30–09:45 , after costs$100,512+$512+0.51%—
8 DeepSeekChina · Council$100,467+$467+0.47%● traded: 7 trades
9 NemotronUSA · bench$100,285+$285+0.29%● traded: 6 trades
10 QwenChina · Council$100,165+$165+0.16%○ kept the weights
11 ChatGPTUSA · Council$100,118+$118+0.12%○ kept the weights · new decision accepted, takes effect Thu, Oct 29
12 GrokUSA · Council$99,924−$76−0.08%○ kept the weights
13 MiMo (Xiaomi)China · Council$99,896−$104−0.10%○ kept the weights
14 StepFunChina · bench$99,770−$230−0.23%● traded: 7 trades
More rows — the whole table ↓

Pro league‡

the same AIs and money, plus shorts and up to 2× leverage · leader ERNIE (Wenxin) +$742 (+0.74%) · S&P 500 since Tue, Oct 20 +0.78%
ParticipantEquityChangeStatus
S&P 500, bought once and held since Tue, Oct 20 · from the Oct 20 open, first price 09:30–09:45 ET, after costs$100,785+$785+0.78%—
1 ERNIE (Wenxin)$100,742+$742+0.74%○ holds its positions
2 Gemini$100,717+$717+0.72%○ kept the weights
3 Amazon Nova$100,648+$648+0.65%● traded: 7 trades
4 Claude$100,558+$558+0.56%○ kept the weights
5 ChatGPT$100,480+$480+0.48%○ kept the weights · new decision accepted, takes effect Thu, Oct 29
6 Z.ai$100,421+$421+0.42%○ kept the weights
7 Qwen$100,382+$382+0.38%● traded: 8 trades
8 Kimi$100,347+$347+0.35%○ holds its positions · new decision accepted, takes effect Thu, Oct 29
9 DeepSeek$100,167+$167+0.17%● traded: 9 trades
10 Meta AI$100,112+$112+0.11%○ kept the weights
11 Nemotron$99,817−$183−0.18%○ kept the weights
12 StepFun$99,303−$697−0.70%● traded: 8 trades
13 MiMo (Xiaomi)$99,221−$779−0.78%○ kept the weights
14 Grok$99,101−$899−0.90%○ kept the weights

The league’s full table, with the Pro league →

League cards (PNG, 1200×630): the portfolio league · the Pro league

Rating

collecting history: 30 of 30 resolved forecasts · trading days: 8/10 · the first ranking ≈ Nov 2, 2026 Full rating →

The rule of the game: to tell 55% right calls from a coin takes about 209 sessions ≈ 10 months; the ranking comes earlier and sharpens every day. (calculated assuming the forecasts of one day are linked, ρ≈0.2; from 5 sessions — with the link measured in the book)

Coverage and Brier for each AI ▾

In each cell: how many of the questions asked the AI answered with a probability; then its Brier (0 is perfect, 0.25 is a coin) on its own answers, and with every gap counted as a 50% answer. A 50% the AI said itself and a gap counted as 50% are told apart.

WhoDayWeekMonth6 months
ChatGPTanswered 88%
Brier 0.256 on its own answers, 0.256 with the gaps counted as 50%
answered 88%
Brier 0.226 on its own answers, 0.226 with the gaps counted as 50%
answered 88%
no outcome yet — the horizon has not ended
answered 88%
no outcome yet — the horizon has not ended
Claudeanswered 100%
Brier 0.249 on its own answers, 0.249 with the gaps counted as 50% · said “50%” itself: 13
answered 100%
Brier 0.275 on its own answers, 0.270 with the gaps counted as 50% · said “50%” itself: 10
answered 100%
no outcome yet — the horizon has not ended · said “50%” itself: 2
answered 100%
no outcome yet — the horizon has not ended
Geminianswered 88%
Brier 0.259 on its own answers, 0.259 with the gaps counted as 50% · said “50%” itself: 1
answered 88%
Brier 0.238 on its own answers, 0.238 with the gaps counted as 50%
answered 88%
no outcome yet — the horizon has not ended · said “50%” itself: 1
answered 88%
no outcome yet — the horizon has not ended
Grokanswered 100%
Brier 0.244 on its own answers, 0.245 with the gaps counted as 50% · said “50%” itself: 5
answered 100%
Brier 0.278 on its own answers, 0.278 with the gaps counted as 50% · said “50%” itself: 4
answered 100%
no outcome yet — the horizon has not ended · said “50%” itself: 11
answered 100%
no outcome yet — the horizon has not ended · said “50%” itself: 4
Meta AIanswered 96%
Brier 0.226 on its own answers, 0.226 with the gaps counted as 50% · said “50%” itself: 1
answered 96%
Brier 0.242 on its own answers, 0.242 with the gaps counted as 50% · said “50%” itself: 1
answered 96%
no outcome yet — the horizon has not ended · said “50%” itself: 1
answered 96%
no outcome yet — the horizon has not ended
Nemotronanswered 60%
Brier 0.279 on its own answers, 0.277 with the gaps counted as 50% · said “50%” itself: 3
answered 60%
no outcome yet — the horizon has not ended · said “50%” itself: 5
answered 60%
no outcome yet — the horizon has not ended · said “50%” itself: 6
answered 60%
no outcome yet — the horizon has not ended · said “50%” itself: 1
Amazon Novaanswered 40%
Brier 0.256 on its own answers, 0.256 with the gaps counted as 50% · said “50%” itself: 2
answered 40%
no outcome yet — the horizon has not ended · said “50%” itself: 1
answered 40%
no outcome yet — the horizon has not ended · said “50%” itself: 3
answered 40%
no outcome yet — the horizon has not ended · said “50%” itself: 2
DeepSeekanswered 88%
Brier 0.241 on its own answers, 0.242 with the gaps counted as 50% · said “50%” itself: 6
answered 88%
Brier 0.248 on its own answers, 0.248 with the gaps counted as 50% · said “50%” itself: 4
answered 88%
no outcome yet — the horizon has not ended · said “50%” itself: 5
answered 88%
no outcome yet — the horizon has not ended · said “50%” itself: 2
Qwenanswered 60%
Brier 0.229 on its own answers, 0.230 with the gaps counted as 50% · said “50%” itself: 3
answered 60%
no outcome yet — the horizon has not ended
answered 60%
no outcome yet — the horizon has not ended · said “50%” itself: 3
answered 60%
no outcome yet — the horizon has not ended · said “50%” itself: 2
Kimianswered 71%
Brier 0.269 on its own answers, 0.269 with the gaps counted as 50% · said “50%” itself: 1
answered 71%
Brier 0.286 on its own answers, 0.286 with the gaps counted as 50% · said “50%” itself: 1
answered 71%
no outcome yet — the horizon has not ended · said “50%” itself: 1
answered 71%
no outcome yet — the horizon has not ended · said “50%” itself: 4
Z.aianswered 100%
Brier 0.241 on its own answers, 0.241 with the gaps counted as 50% · said “50%” itself: 3
answered 100%
Brier 0.249 on its own answers, 0.249 with the gaps counted as 50% · said “50%” itself: 3
answered 100%
no outcome yet — the horizon has not ended · said “50%” itself: 3
answered 100%
no outcome yet — the horizon has not ended · said “50%” itself: 5
ERNIE (Wenxin)answered 50%
Brier 0.281 on its own answers, 0.280 with the gaps counted as 50% · said “50%” itself: 2
answered 50%
Brier 0.152 on its own answers, 0.152 with the gaps counted as 50%
answered 50%
no outcome yet — the horizon has not ended · said “50%” itself: 2
answered 50%
no outcome yet — the horizon has not ended · said “50%” itself: 2
StepFunanswered 86%
Brier 0.246 on its own answers, 0.246 with the gaps counted as 50% · said “50%” itself: 12
answered 86%
Brier 0.216 on its own answers, 0.219 with the gaps counted as 50% · said “50%” itself: 7
answered 86%
no outcome yet — the horizon has not ended · said “50%” itself: 1
answered 86%
no outcome yet — the horizon has not ended · said “50%” itself: 6
MiMo (Xiaomi)answered 100%
Brier 0.254 on its own answers, 0.254 with the gaps counted as 50% · said “50%” itself: 2
answered 100%
Brier 0.228 on its own answers, 0.228 with the gaps counted as 50% · said “50%” itself: 5
answered 100%
no outcome yet — the horizon has not ended · said “50%” itself: 2
answered 100%
no outcome yet — the horizon has not ended

AI Portfolio League‡

Virtual portfolios

Every model gets the same simulated $100,000, the same data and the same rules — and manages it itself: a full review once a week, a change any day it sees a reason. Not who says the direction right, but who keeps and grows the capital for the risk.

One reading for the 10-year yield and VIX: the day’s call is a bet on the indicator itself (buy = the yield or the VIX rises); in the portfolio leagues the 10-year is the IEF fund, held long, and it rises when the yield falls.

A public audit of how AI models turn forecasts, confidence and disagreement into managing capital. How this differs from other AI trading contests: the leading AIs of the US and of China, 12 markets, every forecast and every decision before it starts to count, two leagues — long-only and Pro with and leverage — and all the data open to check and download.

Long positions and cash only, no leverage, 5–25% a position — or “hold”: the positions stay, no trade and no cost. Every day each model may change its portfolio (a full review once a week, on the week's first session); a decision is sealed and trades at the first open after it, at the first price of 09:30–09:45 , 0.1% on what changes; the program turns weights into trades and publishes each one; the cash earns the T-bill. VIX is an indicator only — it cannot be held. Each model gets its own account in its question (never the others' weights). The account runs on; a season (126 sessions) is a slice of it. Units are fractional, like fractional shares at a broker: any amount buys the exact weight. Like a football squad: each day the coach — the — sends the starting line-up onto the field; the rest sit on the bench, and they win or lose with the team: their positions keep working. It is a contest of systems: each AI works with its own search at the mode named in its Configuration line. The 0.1% is one rate for every cost of a changed dollar; a fund's dividend counts from its ex-date and becomes cash about 10 days later.

Decisions any day by the published rule (arena-protocol.json): the weekly review, the radar and the league guardian — a model with no accepted decision this week is asked again hourly 07:00–21:00 ET, at most 5 times a day; every decision trades at the next open; the Council’s position changes only in the scheduled issue. Counted in the leagues (arena-decisions.csv): the league guardian — main league 1, Pro league 2; the radar — main league 3, Pro league 0.

The league's protocol: version 3 and its history
  • version 1 (Sun, Oct 18, 2026): the first rules: long only, 5–25% a position, the rest cash at the T-bill, 0.1% on what changes, the first price of 09:30–09:45 ET.
  • version 2 (Mon, Oct 19, 2026): “hold” is a decision with no trade and no cost; each model sees only its own account; VIX became an indicator only; a decision any day.
  • version 3 (Tue, Oct 20, 2026): a fund may name its market (SPY = S&P 500); the model states its mandate; the positions and cash must sum to 100 within 0.5. The same weights again bring back a position that drifted 2 p.p. or more.

The full protocol, the question's template and its schema (JSON)

Who would you trust with a virtual $100,000?

‡

The day 2026-10-28: best — ERNIE (Wenxin) +$618 (+0.61%) · smallest gain — Nemotron +$174 (+0.17%)

ERNIE (Wenxin) made the most on WTI crude oil (+$331) · Nemotron made the most on Copper (+$69) · They bet apart on Brent crude oil: ERNIE (Wenxin) held 20%, Nemotron none

Overtakes of the day: DeepSeek passed Nemotron; Qwen passed ChatGPT; MiMo (Xiaomi) passed StepFun

The league. Session Wed, Oct 28, 2026: traded — DeepSeek, Nemotron, StepFun · answered and kept the weights — Meta AI, Gemini, Z.ai, Claude, Qwen, ChatGPT, Grok, MiMo (Xiaomi), ERNIE (Wenxin), Amazon Nova · positions unchanged — Kimi.

ParticipantValueWeekReturnvs S&P 500, p.p.Max drawdownReturn per riskCash, avgReal diversificationTurnoverLast action
ERNIE (Wenxin)$101,753−$6 −0.01%+1.75%+1.24−0.61%—30%4.40.80held on purpose Wed, Oct 28, 2026
decisions: 2 of 2 weeks
Meta AI$101,082+$24 +0.02%+1.08%+0.57−0.34%—21%5.01.90held on purpose Wed, Oct 28, 2026
decisions: 2 of 2 weeks
Gemini$100,811+$878 +0.88%+0.81%+0.30−0.55%—20%5.60.80held on purpose Wed, Oct 28, 2026
decisions: 2 of 2 weeks
Kimi$100,754+$601 +0.60%+0.75%+0.24−0.33%—24%6.21.15held on purpose Tue, Oct 27, 2026
new decision accepted, takes effect Thu, Oct 29, 2026
decisions: 2 of 2 weeks
Z.ai$100,643+$772 +0.77%+0.64%+0.13−0.51%—47%6.60.61held on purpose Wed, Oct 28, 2026
decisions: 2 of 2 weeks
Amazon Nova$100,570+$700 +0.70%+0.57%+0.06−0.60%—40%6.70.80kept the weights Wed, Oct 28, 2026
decisions: 2 of 2 weeks
Claude$100,564+$1,284 +1.29%+0.56%+0.05−1.12%—18%7.10.86held on purpose Wed, Oct 28, 2026
decisions: 2 of 2 weeks
DeepSeek$100,467+$1,054 +1.06%+0.47%−0.04−1.30%—10%6.31.02traded: 7 trades Wed, Oct 28, 2026
decisions: 2 of 2 weeks
Nemotron$100,285+$746 +0.75%+0.29%−0.23−1.15%—33%5.31.25traded: 6 trades Wed, Oct 28, 2026
decisions: 2 of 2 weeks
Qwen$100,165+$1,261 +1.28%+0.16%−0.35−2.16%—26%6.11.70held on purpose Wed, Oct 28, 2026
decisions: 2 of 2 weeks
ChatGPT$100,118+$553 +0.56%+0.12%−0.39−0.92%—27%5.50.90held on purpose Wed, Oct 28, 2026
new decision accepted, takes effect Thu, Oct 29, 2026
decisions: 2 of 2 weeks
Grok$99,924+$1,090 +1.10%−0.08%−0.59−1.59%—30%4.70.70held on purpose Wed, Oct 28, 2026
decisions: 2 of 2 weeks
MiMo (Xiaomi)$99,896+$1,609 +1.64%−0.10%−0.62−2.13%—25%6.40.89held on purpose Wed, Oct 28, 2026
decisions: 2 of 2 weeks
StepFun$99,770+$1,006 +1.02%−0.23%−0.74−1.49%—26%5.51.21traded: 7 trades Wed, Oct 28, 2026
decisions: 2 of 2 weeks
Yardsticks to compare with
S&P 500, bought once and held · from the Oct 19 open, first price 09:30–09:45 ET, after costs$100,512+$1,606 +1.62%+0.51%—−1.70%—0%1.01.00held on purpose Mon, Oct 26, 2026
decisions: 2 of 2 weeks
Where 1–2 models are (the rest alike)$101,343−$37 −0.04%+1.34%+0.83−1.00%—6%5.04.08traded: 5 trades Wed, Oct 28, 2026
decisions: 2 of 2 weeks
Equal weight$101,327+$1,471 +1.47%+1.33%+0.82−1.29%—0%11.01.03traded: 11 trades Mon, Oct 26, 2026
decisions: 2 of 2 weeks
All traded markets, bought once and held$101,276+$1,420 +1.42%+1.28%+0.76−1.29%—0%11.01.00held on purpose Mon, Oct 26, 2026
decisions: 2 of 2 weeks
Where 3+ models agree (those markets alike)$100,967+$1,456 +1.46%+0.97%+0.46−1.33%—0%10.01.55traded: 10 trades Wed, Oct 28, 2026
decisions: 2 of 2 weeks
60/40 stocks/bonds (outside yardstick, above the 25% cap)$100,511+$880 +0.88%+0.51%0.00−0.66%—0%1.91.01traded: 2 trades Mon, Oct 26, 2026
decisions: 2 of 2 weeks
Team USA (the US models' mean weights)$100,249+$527 +0.53%+0.25%−0.26−0.60%—38%5.40.86traded: 7 trades Mon, Oct 26, 2026
decisions: 2 of 2 weeks
Cash only$100,101+$56 +0.06%+0.10%−0.410.00%—100%—0.00kept the weights Mon, Oct 26, 2026
decisions: 2 of 2 weeks
The readers (the median of the readers' own portfolios, under the same rules)$100,101+$56 +0.06%+0.10%−0.410.00%—100%—0.00positions unchanged
decisions: 0 of 2 weeks
The Council by past accuracy (each AI weighted by its right calls)$99,922+$848 +0.86%−0.08%−0.59−1.29%—37%7.00.89traded: 8 trades Mon, Oct 26, 2026
decisions: 2 of 2 weeks
The Council by confidence (each weight times the AI's own confidence)$99,893+$412 +0.41%−0.11%−0.62−0.66%—69%3.00.44traded: 4 trades Mon, Oct 26, 2026
decisions: 2 of 2 weeks
The Council with its disagreement (more disagreement — more cash)$99,778+$559 +0.56%−0.22%−0.73−1.08%—55%3.90.64traded: 5 trades Mon, Oct 26, 2026
decisions: 2 of 2 weeks
The Council (mean of the AIs' weights)$99,728+$654 +0.66%−0.27%−0.78−1.29%—40%5.50.88traded: 7 trades Mon, Oct 26, 2026
decisions: 2 of 2 weeks
Team China (the Chinese models' mean weights)$99,529+$804 +0.81%−0.47%−0.98−1.69%—27%6.31.18traded: 9 trades Mon, Oct 26, 2026
decisions: 2 of 2 weeks
The Council by majority (markets most AIs hold, alike)$99,326+$822 +0.83%−0.67%−1.19−2.25%—0%6.01.67traded: 7 trades Mon, Oct 26, 2026
decisions: 2 of 2 weeks
Random within the rules$99,245+$490 +0.50%−0.76%−1.27−2.22%—12%4.71.86traded: 9 trades Mon, Oct 26, 2026
decisions: 2 of 2 weeks

The market over the same period: S&P 500 +0.51%, Bitcoin −0.97%, “equal” +1.33%. The market rose. The whole field's day return moves with the S&P 500 at a correlation of 0.82 — a lean, not skill.

“Return per risk” is the return above the T-bill per unit of the account's swings — professionals call it the Sharpe ratio. The main league trades 11 of the 12 markets: VIX only in the (through the VIXY fund). What each account trades: S&P 500 — SPY, Nasdaq-100 — QQQ, Dow Jones — DIA, Chip index — SOXQ, US 10-year bonds (IEF — rises when the yield falls), Dollar index — UUP, Gold — GLD, WTI crude oil — USO, Brent crude oil — BNO, Copper — CPER, Bitcoin — BTC-USD.

Overtakes: Wed, Oct 28, 2026 DeepSeek passed Nemotron; Wed, Oct 28, 2026 Qwen passed ChatGPT; Wed, Oct 28, 2026 MiMo (Xiaomi) passed StepFun; Tue, Oct 27, 2026 Gemini passed Kimi; Tue, Oct 27, 2026 Claude passed ChatGPT; Tue, Oct 27, 2026 Claude passed Nemotron; Tue, Oct 27, 2026 Claude passed Amazon Nova; Tue, Oct 27, 2026 DeepSeek passed ChatGPT

Right more often ≠ earned more

The same period — the league's sessions since 2026-10-19. On the left — the share of right day calls with a side; on the right — the account's return.

Right more often

#ParticipantRightCallsPlace by money minus place here
1Qwen62%32+9
2Meta AI62%73+0
3Z.ai61%66+2
4DeepSeek57%65+4
5Amazon Nova55%11+1
6Grok54%87+6
7MiMo (Xiaomi)54%89+6
8StepFun53%47+6
9Claude52%80−2
10Gemini46%78−7
11ChatGPT46%68+0
12ERNIE (Wenxin)43%23−11
13Kimi41%56−9
14Nemotron39%31−5

Earned more

#ParticipantReturn
1ERNIE (Wenxin)+1.75%
2Meta AI+1.08%
3Gemini+0.81%
4Kimi+0.75%
5Z.ai+0.64%
6Amazon Nova+0.57%
7Claude+0.56%
8DeepSeek+0.47%
9Nemotron+0.29%
10Qwen+0.16%
11ChatGPT+0.12%
12Grok−0.08%
13MiMo (Xiaomi)−0.10%
14StepFun−0.23%

The Council −0.27% against the mean model +0.48% and the best one, ERNIE (Wenxin), +1.75% — the same period.

Where 3+ models agreed at the last decision: Gold — 0 raised, 3 cut.

The week and the season in a few words

The week since 2026-10-26: best MiMo (Xiaomi) +1.64%, worst ERNIE (Wenxin) −0.01%; “equal” +1.47%, S&P 500 +1.62%; all the AIs' costs this week $226. MiMo (Xiaomi) made the most on Chip index (+$407). Since the season began: ahead ERNIE (Wenxin) +1.75% (deepest fall 0.61%), behind StepFun −0.23%; “equal” +1.33%, S&P 500 +0.51%. A story, not a verdict.

Your own virtual $100,000 — against the AIs

The same rules: each position 5–25%, the rest in cash. Your weights are sealed by the server's clock and trade at the next open, like the AIs'.

All accounts on one chart

100.0k98.3k101.8k2026-10ERNIE (Wenxin)Meta AIGemini: Gemini 3.8 Flash · thinking_level: high · Google Search groundingGemini: Gemini 4 Argon · thinking_level: high · Google Search groundingGeminiKimiZ.ai: GLM-5.3-Flash · thinking: enabled · web searchZ.aiAmazon NovaClaudeDeepSeekNemotronQwen: Qwen3.8-Max · Max + searchQwenChatGPTGrokMiMo (Xiaomi)StepFunS&P 500, bought once and heldWhere 1–2 models are (the rest alike)Equal weightAll traded markets, bought once and heldWhere 3+ models agree (those markets alike)60/40 stocks/bonds (outside yardstick, above the 25% cap)Team USA (the US models' mean weights)Cash onlyThe readers (the median of the readers' own portfolios, under the same rules)The Council by past accuracy (each AI weighted by its right calls)The Council by confidence (each weight times the AI's own confidence)The Council with its disagreement (more disagreement — more cash)The Council (mean of the AIs' weights)Team China (the Chinese models' mean weights)The Council by majority (markets most AIs hold, alike)Random within the rules

ERNIE (Wenxin)Meta AIGeminiKimiZ.aiAmazon NovaClaudeDeepSeekNemotronQwenChatGPTGrokMiMo (Xiaomi)StepFunS&P 500, bought once and heldWhere 1–2 models are (the rest alike)Equal weightAll traded markets, bought once and heldWhere 3+ models agree (those markets alike)60/40 stocks/bonds (outside yardstick, above the 25% cap)Team USA (the US models' mean weights)Cash onlyThe readers (the median of the readers' own portfolios, under the same rules)The Council by past accuracy (each AI weighted by its right calls)The Council by confidence (each weight times the AI's own confidence)The Council with its disagreement (more disagreement — more cash)The Council (mean of the AIs' weights)Team China (the Chinese models' mean weights)The Council by majority (markets most AIs hold, alike)Random within the rules

Season 1 (seasons of 126 sessions are slices of one continuous account), from 2026-10-19: session 8.

This week's weights

Pro league: shorts and leverage up to 2ׇ

A second virtual $100,000 for each model: long or short in the same instruments and VIX (as VIXY), each 5–30% of the equity, 100–200% invested in total. Costs: 0.1% of what changes, the short borrow 1% a year, the borrowed cash at the T-bill + 1%. Under 25% equity to the gross, every position is cut back to 2×; at zero the account is closed for good.

ParticipantEquityWeekReturnvs S&P 500, p.p.Max drawdownInvestedState
ERNIE (Wenxin)$100,742−$3,071 −2.96%+0.74%−0.04−2.96%151%—
Gemini Since Gemini 4 Argon · thinking_level: high · Google Search grounding took over (2026-10-26): −0.85%. (with the positions it took over)$100,717−$860 −0.85%+0.72%−0.07−0.85%165%—
Amazon Nova$100,648+$1,654 +1.67%+0.65%−0.14−2.14%140%—
Claude$100,558+$1,926 +1.95%+0.56%−0.23−1.94%119%—
ChatGPT$100,480+$147 +0.15%+0.48%−0.31−0.41%111%—
Z.ai Since GLM-5.3-Flash · thinking: enabled · web search took over (2026-10-22): +1.28%. (with the positions it took over)$100,421−$650 −0.64%+0.42%−0.36−0.85%117%—
Qwen Since Qwen3.8-Max · Max + search took over (2026-10-26): +2.46%. (with the positions it took over)$100,382+$2,414 +2.46%+0.38%−0.40−3.22%119%—
Kimi$100,347−$631 −0.62%+0.35%−0.44−0.65%102%—
DeepSeek$100,167−$809 −0.80%+0.17%−0.62−0.89%123%—
Meta AI$100,112−$2,915 −2.83%+0.11%−0.67−2.83%148%—
Nemotron$99,817+$290 +0.29%−0.18%−0.97−0.74%140%—
StepFun$99,303−$2,855 −2.79%−0.70%−1.48−2.79%136%—
MiMo (Xiaomi)$99,221−$885 −0.88%−0.78%−1.56−0.88%118%—
Grok$99,101−$333 −0.33%−0.90%−1.68−1.51%127%—
Yardsticks to compare with
S&P 500, bought once and held since Tue, Oct 20, 2026 · from the Oct 20 open, first price 09:30–09:45 ET, after costs$100,785+$1,610 +1.62%+0.78%—−1.70%100%—
Always the bear: the S&P 500 short with the whole capital$99,466−$1,508 −1.49%−0.53%−1.32−1.49%101%—

The day 2026-10-28: best — Amazon Nova +$875 (+0.88%) · worst — StepFun −$312 (−0.31%)

Overtakes: Wed, Oct 28, 2026 ERNIE (Wenxin) passed Gemini; Wed, Oct 28, 2026 Amazon Nova passed ChatGPT; Wed, Oct 28, 2026 Amazon Nova passed Claude; Wed, Oct 28, 2026 Amazon Nova passed DeepSeek; Wed, Oct 28, 2026 Amazon Nova passed Kimi; Wed, Oct 28, 2026 Amazon Nova passed Meta AI; Wed, Oct 28, 2026 Amazon Nova passed Nemotron; Wed, Oct 28, 2026 Amazon Nova passed Qwen

Why each account changed today
  • ERNIE (Wenxin) 2026-10-28: the market −$94 · costs $0 · interest $4 · borrowing and leverage −$1 · dividends $0 · ERNIE (Wenxin) lost the most on Fear index (VIX) (−$427)
    Words and deeds: of 8 position changes, 7 went the way of its own week forecast for that market, 0 against it, 1 had no forecast to match
  • Gemini 2026-10-28: the market −$172 · costs $0 · interest $7 · borrowing and leverage −$2 · dividends $0 · Gemini lost the most on Chip index (−$349)
    Words and deeds: of 10 position changes, 10 went the way of its own week forecast for that market, 0 against it, 0 had no forecast to match
  • Amazon Nova 2026-10-28: the market $899 · costs −$26 · interest $3 · borrowing and leverage −$1 · dividends $0 · Amazon Nova made the most on Bitcoin (+$358)
    Words and deeds: of 10 position changes, 3 went the way of its own week forecast for that market, 0 against it, 7 had no forecast to match
  • Claude 2026-10-28: the market $493 · costs $0 · interest $0 · borrowing and leverage −$2 · dividends $0 · Claude made the most on Fear index (VIX) (+$104)
    Words and deeds: of 12 position changes, 7 went the way of its own week forecast for that market, 1 against it, 4 had no forecast to match
    ⚠ Trades against its own forecast: 1. Latest: Brent crude oil +5.0 p.p. while it gave 44% for a rise this week.
  • ChatGPT 2026-10-28: the market $218 · costs $0 · interest $4 · borrowing and leverage −$1 · dividends $0 · ChatGPT made the most on Brent crude oil (+$101)
    Words and deeds: of 17 position changes, 12 went the way of its own week forecast for that market, 3 against it, 2 had no forecast to match
    ⚠ Trades against its own forecast: 3. Latest: S&P 500 +10.0 p.p. while it gave 44% for a rise this week.
  • Z.ai 2026-10-28: the market $84 · costs $0 · interest $5 · borrowing and leverage −$1 · dividends $0 · Z.ai lost the most on Chip index (−$180)
    Words and deeds: of 11 position changes, 0 went the way of its own week forecast for that market, 0 against it, 11 had no forecast to match
  • Qwen 2026-10-28: the market $607 · costs −$21 · interest $7 · borrowing and leverage −$1 · dividends $0 · Qwen made the most on Fear index (VIX) (+$319)
    Words and deeds: of 17 position changes, 7 went the way of its own week forecast for that market, 2 against it, 8 had no forecast to match
    ⚠ Trades against its own forecast: 2. Latest: US 10-year bonds (IEF) −30.0 p.p. while it gave 60% for a rise this week.
  • Kimi 2026-10-28: the market $22 · costs $0 · interest $5 · borrowing and leverage −$1 · dividends $0 · Kimi lost the most on Chip index (−$187)
    Words and deeds: of 19 position changes, 8 went the way of its own week forecast for that market, 4 against it, 7 had no forecast to match
    ⚠ Trades against its own forecast: 4. Latest: US 10-year bonds (IEF) −8.0 p.p. while it gave 56% for a rise this week.
  • DeepSeek 2026-10-28: the market $96 · costs −$12 · interest $3 · borrowing and leverage −$1 · dividends $0 · DeepSeek lost the most on Fear index (VIX) (−$213)
    Words and deeds: of 19 position changes, 8 went the way of its own week forecast for that market, 0 against it, 11 had no forecast to match
  • Meta AI 2026-10-28: the market −$213 · costs $0 · interest $7 · borrowing and leverage −$2 · dividends $0 · Meta AI made the most on WTI crude oil (+$329)
    Words and deeds: of 26 position changes, 7 went the way of its own week forecast for that market, 4 against it, 15 had no forecast to match
    ⚠ Trades against its own forecast: 4. Latest: Chip index +2.0 p.p. while it gave 42% for a rise this week.
  • Nemotron 2026-10-28: the market −$268 · costs $0 · interest $3 · borrowing and leverage −$1 · dividends $0 · Nemotron lost the most on Fear index (VIX) (−$211)
    Words and deeds: of 22 position changes, 3 went the way of its own week forecast for that market, 0 against it, 19 had no forecast to match
  • StepFun 2026-10-28: the market −$303 · costs −$17 · interest $10 · borrowing and leverage −$2 · dividends $0 · StepFun made the most on WTI crude oil (+$330)
    Words and deeds: of 9 position changes, 6 went the way of its own week forecast for that market, 1 against it, 2 had no forecast to match
    ⚠ Trades against its own forecast: 1. Latest: Chip index +15.0 p.p. while it gave 45% for a rise this week.
  • MiMo (Xiaomi) 2026-10-28: the market −$230 · costs $0 · interest $5 · borrowing and leverage −$1 · dividends $0 · MiMo (Xiaomi) lost the most on Fear index (VIX) (−$324)
    Words and deeds: of 13 position changes, 7 went the way of its own week forecast for that market, 0 against it, 6 had no forecast to match
  • Grok 2026-10-28: the market −$132 · costs $0 · interest $12 · borrowing and leverage −$2 · dividends $0 · Grok lost the most on Chip index (−$436)
    Words and deeds: of 7 position changes, 5 went the way of its own week forecast for that market, 1 against it, 1 had no forecast to match
    ⚠ Trades against its own forecast: 1. Latest: Nasdaq-100 −15.0 p.p. while it gave 55% for a rise this week.
  • S&P 500, bought once and held 2026-10-28: the market $346 · costs $0 · interest $0 · borrowing and leverage $0 · dividends $0 · S&P 500, bought once and held made the most on S&P 500 (+$346)
  • Always the bear: the S&P 500 short with the whole capital 2026-10-28: the market −$345 · costs $0 · interest $22 · borrowing and leverage −$3 · dividends $0 · Always the bear: the S&P 500 short with the whole capital lost the most on S&P 500 (−$345)

Calendar of mistakes · Pro league

Every trade of the Pro league (CSV)

Calendar of mistakes

Every simulated trade of the virtual league (last 40)
SessionAccountActionInstrumentUnitsPriceAmountCost
2026-10-28StepFunsoldS&P 5000.0847771.60$65$0
Step 5 Preview · reasoning_effort: high · web search · sealed 2026-10-28 09:00 ET
Why: Since Monday the facts confirmed the regime: SOX +3.6% on revived AI momentum with orders firm (Nvidia beat, AMD +5%) while gold fell on rate expectations and China's stimulus missed - so I cut gold and copper to the 5% floor and double DJI to 20%, the value/energy leg an oil-shock-plus-hike regime
Risk: Tonight's mega-cap prints plus a December-hike headline can gap the whole book; the 20% DJI line is the biggest single exposure.
Will revise if: Brent below $95 on a verified supply deal, or SOX closing above 11,800 after tonight's prints - then I rotate cash into the AI laggards.
2026-10-28StepFunsoldNasdaq-1000.1135724.05$82$0
Step 5 Preview · reasoning_effort: high · web search · sealed 2026-10-28 09:00 ET
Why: Since Monday the facts confirmed the regime: SOX +3.6% on revived AI momentum with orders firm (Nvidia beat, AMD +5%) while gold fell on rate expectations and China's stimulus missed - so I cut gold and copper to the 5% floor and double DJI to 20%, the value/energy leg an oil-shock-plus-hike regime
Risk: Tonight's mega-cap prints plus a December-hike headline can gap the whole book; the 20% DJI line is the biggest single exposure.
Will revise if: Brent below $95 on a verified supply deal, or SOX closing above 11,800 after tonight's prints - then I rotate cash into the AI laggards.
2026-10-28StepFunsoldGold13.4948371.29$5,010$5
Step 5 Preview · reasoning_effort: high · web search · sealed 2026-10-28 09:00 ET
Why: Since Monday the facts confirmed the regime: SOX +3.6% on revived AI momentum with orders firm (Nvidia beat, AMD +5%) while gold fell on rate expectations and China's stimulus missed - so I cut gold and copper to the 5% floor and double DJI to 20%, the value/energy leg an oil-shock-plus-hike regime
Risk: Tonight's mega-cap prints plus a December-hike headline can gap the whole book; the 20% DJI line is the biggest single exposure.
Will revise if: Brent below $95 on a verified supply deal, or SOX closing above 11,800 after tonight's prints - then I rotate cash into the AI laggards.
2026-10-28StepFunboughtDollar index1.129529.12$33$0
Step 5 Preview · reasoning_effort: high · web search · sealed 2026-10-28 09:00 ET
Why: Since Monday the facts confirmed the regime: SOX +3.6% on revived AI momentum with orders firm (Nvidia beat, AMD +5%) while gold fell on rate expectations and China's stimulus missed - so I cut gold and copper to the 5% floor and double DJI to 20%, the value/energy leg an oil-shock-plus-hike regime
Risk: Tonight's mega-cap prints plus a December-hike headline can gap the whole book; the 20% DJI line is the biggest single exposure.
Will revise if: Brent below $95 on a verified supply deal, or SOX closing above 11,800 after tonight's prints - then I rotate cash into the AI laggards.
2026-10-28StepFunboughtDow Jones19.1383523.86$10,026$10
Step 5 Preview · reasoning_effort: high · web search · sealed 2026-10-28 09:00 ET
Why: Since Monday the facts confirmed the regime: SOX +3.6% on revived AI momentum with orders firm (Nvidia beat, AMD +5%) while gold fell on rate expectations and China's stimulus missed - so I cut gold and copper to the 5% floor and double DJI to 20%, the value/energy leg an oil-shock-plus-hike regime
Risk: Tonight's mega-cap prints plus a December-hike headline can gap the whole book; the 20% DJI line is the biggest single exposure.
Will revise if: Brent below $95 on a verified supply deal, or SOX closing above 11,800 after tonight's prints - then I rotate cash into the AI laggards.
2026-10-28StepFunsoldCopper127.038240.06$5,089$5
Step 5 Preview · reasoning_effort: high · web search · sealed 2026-10-28 09:00 ET
Why: Since Monday the facts confirmed the regime: SOX +3.6% on revived AI momentum with orders firm (Nvidia beat, AMD +5%) while gold fell on rate expectations and China's stimulus missed - so I cut gold and copper to the 5% floor and double DJI to 20%, the value/energy leg an oil-shock-plus-hike regime
Risk: Tonight's mega-cap prints plus a December-hike headline can gap the whole book; the 20% DJI line is the biggest single exposure.
Will revise if: Brent below $95 on a verified supply deal, or SOX closing above 11,800 after tonight's prints - then I rotate cash into the AI laggards.
2026-10-28StepFunsoldBitcoin0.000580,606.03$42$0
Step 5 Preview · reasoning_effort: high · web search · sealed 2026-10-28 09:00 ET
Why: Since Monday the facts confirmed the regime: SOX +3.6% on revived AI momentum with orders firm (Nvidia beat, AMD +5%) while gold fell on rate expectations and China's stimulus missed - so I cut gold and copper to the 5% floor and double DJI to 20%, the value/energy leg an oil-shock-plus-hike regime
Risk: Tonight's mega-cap prints plus a December-hike headline can gap the whole book; the 20% DJI line is the biggest single exposure.
Will revise if: Brent below $95 on a verified supply deal, or SOX closing above 11,800 after tonight's prints - then I rotate cash into the AI laggards.
2026-10-28NemotronsoldUS 10-year bonds (IEF)53.867391.08$4,906$5
Nemotron 3 Ultra · enable_thinking: true · effort: high · sealed 2026-10-28 09:00 ET
Why: Reduce duration (US10Y) and gold on rising real yields; increase copper on China stimulus; raise equity quality (SPX/DJI) for resilience. Cash buffer for election/Fed volatility.
Risk: Fed pivots early, causing bond rally and gold surge while equities melt up.
Will revise if: 10y yield falls below 4.8% or VIX >25.
2026-10-28NemotronboughtS&P 5003.7814771.60$2,918$3
Nemotron 3 Ultra · enable_thinking: true · effort: high · sealed 2026-10-28 09:00 ET
Why: Reduce duration (US10Y) and gold on rising real yields; increase copper on China stimulus; raise equity quality (SPX/DJI) for resilience. Cash buffer for election/Fed volatility.
Risk: Fed pivots early, causing bond rally and gold surge while equities melt up.
Will revise if: 10y yield falls below 4.8% or VIX >25.
2026-10-28NemotronboughtNasdaq-1002.5184724.05$1,823$2
Nemotron 3 Ultra · enable_thinking: true · effort: high · sealed 2026-10-28 09:00 ET
Why: Reduce duration (US10Y) and gold on rising real yields; increase copper on China stimulus; raise equity quality (SPX/DJI) for resilience. Cash buffer for election/Fed volatility.
Risk: Fed pivots early, causing bond rally and gold surge while equities melt up.
Will revise if: 10y yield falls below 4.8% or VIX >25.
2026-10-28NemotronsoldGold13.6148371.29$5,055$5
Nemotron 3 Ultra · enable_thinking: true · effort: high · sealed 2026-10-28 09:00 ET
Why: Reduce duration (US10Y) and gold on rising real yields; increase copper on China stimulus; raise equity quality (SPX/DJI) for resilience. Cash buffer for election/Fed volatility.
Risk: Fed pivots early, causing bond rally and gold surge while equities melt up.
Will revise if: 10y yield falls below 4.8% or VIX >25.
2026-10-28NemotronboughtDow Jones0.1096523.86$57$0
Nemotron 3 Ultra · enable_thinking: true · effort: high · sealed 2026-10-28 09:00 ET
Why: Reduce duration (US10Y) and gold on rising real yields; increase copper on China stimulus; raise equity quality (SPX/DJI) for resilience. Cash buffer for election/Fed volatility.
Risk: Fed pivots early, causing bond rally and gold surge while equities melt up.
Will revise if: 10y yield falls below 4.8% or VIX >25.
2026-10-28NemotronboughtCopper123.426640.06$4,944$5
Nemotron 3 Ultra · enable_thinking: true · effort: high · sealed 2026-10-28 09:00 ET
Why: Reduce duration (US10Y) and gold on rising real yields; increase copper on China stimulus; raise equity quality (SPX/DJI) for resilience. Cash buffer for election/Fed volatility.
Risk: Fed pivots early, causing bond rally and gold surge while equities melt up.
Will revise if: 10y yield falls below 4.8% or VIX >25.
2026-10-28DeepSeeksoldWTI crude oil11.5901166.43$1,929$2
DeepSeek V4.1 · thinking: enabled · reasoning_effort: high · web search · sealed 2026-10-28 09:00 ET
Why: I trim GOLD 20→16% and WTI 12→10% into the December-hike repricing, funding a lift in SPX to 18% and raising cash to 11%.
Risk: A dovish Fed surprise reverses the yield back-up and hurts the cash-heavy tilt.
Will revise if: SPX closes below 7,500 or gold closes below $3,900.
2026-10-28DeepSeekboughtS&P 5003.8249771.60$2,951$3
DeepSeek V4.1 · thinking: enabled · reasoning_effort: high · web search · sealed 2026-10-28 09:00 ET
Why: I trim GOLD 20→16% and WTI 12→10% into the December-hike repricing, funding a lift in SPX to 18% and raising cash to 11%.
Risk: A dovish Fed surprise reverses the yield back-up and hurts the cash-heavy tilt.
Will revise if: SPX closes below 7,500 or gold closes below $3,900.
2026-10-28DeepSeeksoldGold10.9142371.29$4,052$4
DeepSeek V4.1 · thinking: enabled · reasoning_effort: high · web search · sealed 2026-10-28 09:00 ET
Why: I trim GOLD 20→16% and WTI 12→10% into the December-hike repricing, funding a lift in SPX to 18% and raising cash to 11%.
Risk: A dovish Fed surprise reverses the yield back-up and hurts the cash-heavy tilt.
Will revise if: SPX closes below 7,500 or gold closes below $3,900.
2026-10-28DeepSeekboughtDollar index0.725029.12$21$0
DeepSeek V4.1 · thinking: enabled · reasoning_effort: high · web search · sealed 2026-10-28 09:00 ET
Why: I trim GOLD 20→16% and WTI 12→10% into the December-hike repricing, funding a lift in SPX to 18% and raising cash to 11%.
Risk: A dovish Fed surprise reverses the yield back-up and hurts the cash-heavy tilt.
Will revise if: SPX closes below 7,500 or gold closes below $3,900.
2026-10-28DeepSeekboughtDow Jones0.2303523.86$121$0
DeepSeek V4.1 · thinking: enabled · reasoning_effort: high · web search · sealed 2026-10-28 09:00 ET
Why: I trim GOLD 20→16% and WTI 12→10% into the December-hike repricing, funding a lift in SPX to 18% and raising cash to 11%.
Risk: A dovish Fed surprise reverses the yield back-up and hurts the cash-heavy tilt.
Will revise if: SPX closes below 7,500 or gold closes below $3,900.
2026-10-28DeepSeeksoldCopper3.858640.06$155$0
DeepSeek V4.1 · thinking: enabled · reasoning_effort: high · web search · sealed 2026-10-28 09:00 ET
Why: I trim GOLD 20→16% and WTI 12→10% into the December-hike repricing, funding a lift in SPX to 18% and raising cash to 11%.
Risk: A dovish Fed surprise reverses the yield back-up and hurts the cash-heavy tilt.
Will revise if: SPX closes below 7,500 or gold closes below $3,900.
2026-10-28DeepSeeksoldBitcoin0.000480,606.03$33$0
DeepSeek V4.1 · thinking: enabled · reasoning_effort: high · web search · sealed 2026-10-28 09:00 ET
Why: I trim GOLD 20→16% and WTI 12→10% into the December-hike repricing, funding a lift in SPX to 18% and raising cash to 11%.
Risk: A dovish Fed surprise reverses the yield back-up and hurts the cash-heavy tilt.
Will revise if: SPX closes below 7,500 or gold closes below $3,900.
2026-10-28Where 1–2 models are (the rest alike)soldS&P 5006.6019771.60$5,094$5
2026-10-28Where 1–2 models are (the rest alike)boughtNasdaq-10027.9422724.05$20,232$20
2026-10-28Where 1–2 models are (the rest alike)soldDollar index171.509429.12$4,995$5
2026-10-28Where 1–2 models are (the rest alike)soldDow Jones9.4562523.86$4,954$5
2026-10-28Where 1–2 models are (the rest alike)soldCopper130.533940.06$5,229$5
2026-10-28Where 3+ models agree (those markets alike)boughtWTI crude oil0.7648166.43$127$0
2026-10-28Where 3+ models agree (those markets alike)boughtUS 10-year bonds (IEF)1.722991.08$157$0
2026-10-28Where 3+ models agree (those markets alike)boughtS&P 5000.0411771.60$32$0
2026-10-28Where 3+ models agree (those markets alike)soldChip index5.928491.12$540$1
2026-10-28Where 3+ models agree (those markets alike)soldNasdaq-1000.1238724.05$90$0
2026-10-28Where 3+ models agree (those markets alike)boughtDollar index3.726029.12$109$0
2026-10-28Where 3+ models agree (those markets alike)boughtDow Jones0.2800523.86$147$0
2026-10-28Where 3+ models agree (those markets alike)soldCopper0.916340.06$37$0
2026-10-28Where 3+ models agree (those markets alike)boughtBitcoin0.000480,606.03$33$0
2026-10-28Where 3+ models agree (those markets alike)boughtBrent crude oil0.866970.59$61$0
2026-10-27QwensoldUS 10-year bonds (IEF)53.911491.07$4,910$5
Qwen3.8-Max · Max + search · sealed 2026-10-27 08:15 ET
Why: Reducing tech and gold exposure to fund a long dollar and copper position, reflecting the rotation into value and fiscal dominance themes.
Risk: A sudden flight to safety could crush the dollar and copper while spiking gold and bonds.
Will revise if: If the VIX breaks above 25, I will immediately raise cash to 50%.
2026-10-27QwensoldS&P 5000.0261767.40$20$0
Qwen3.8-Max · Max + search · sealed 2026-10-27 08:15 ET
Why: Reducing tech and gold exposure to fund a long dollar and copper position, reflecting the rotation into value and fiscal dominance themes.
Risk: A sudden flight to safety could crush the dollar and copper while spiking gold and bonds.
Will revise if: If the VIX breaks above 25, I will immediately raise cash to 50%.
2026-10-27QwensoldChip index58.033388.31$5,125$5
Qwen3.8-Max · Max + search · sealed 2026-10-27 08:15 ET
Why: Reducing tech and gold exposure to fund a long dollar and copper position, reflecting the rotation into value and fiscal dominance themes.
Risk: A sudden flight to safety could crush the dollar and copper while spiking gold and bonds.
Will revise if: If the VIX breaks above 25, I will immediately raise cash to 50%.
2026-10-27QwensoldNasdaq-1000.0790714.84$56$0
Qwen3.8-Max · Max + search · sealed 2026-10-27 08:15 ET
Why: Reducing tech and gold exposure to fund a long dollar and copper position, reflecting the rotation into value and fiscal dominance themes.
Risk: A sudden flight to safety could crush the dollar and copper while spiking gold and bonds.
Will revise if: If the VIX breaks above 25, I will immediately raise cash to 50%.
2026-10-27QwensoldGold26.9212368.95$9,932$10
Qwen3.8-Max · Max + search · sealed 2026-10-27 08:15 ET
Why: Reducing tech and gold exposure to fund a long dollar and copper position, reflecting the rotation into value and fiscal dominance themes.
Risk: A sudden flight to safety could crush the dollar and copper while spiking gold and bonds.
Will revise if: If the VIX breaks above 25, I will immediately raise cash to 50%.

All trades (CSV)

Stated confidence against position size: correlation 0.49 over 221 positions.

Virtual $100,000 portfolios by actions — a separate count

Each AI trades its own $100,000 with its actions, after costs. Sessions so far: 2. Here “sell” is an exit to cash; on the 10-year yield and VIX the actions are bets on the indicator itself, up or down; no other position is ever short.

WhoValueReturnIn the market
S&P 500, buy and hold · since Oct 19 · from the Oct 19 open, first price 09:30–09:45 ET, without costs$100,188▲ +0.19%100%
Claude$100,051▲ +0.051%20%
MiMo (Xiaomi)$100,041▲ +0.041%5%
Gemini$100,023▲ +0.023%5%
Grok$100,011▲ +0.011%0%
Kimi$100,004▲ +0.004%15%
Meta AI$100,000• 0.00%0%
ChatGPT$99,960▼ −0.040%0%
StepFun$99,899▼ −0.10%15%
The Council by actions$99,853▼ −0.15%10%
DeepSeek$99,736▼ −0.26%10%
ERNIE (Wenxin)$99,621▼ −0.38%25%

Calibration: how often the stated odds came true

When the AIs said “60–70% for a rise”, how often it really happened.

They saidOn averageCame trueForecasts
[50,60)54%51% n=677 · 95% interval 47–54%677
[60,70)62%59% n=115 · 95% interval 50–68%115
[70,80)71%79% n=14 · 95% interval 52–92%14

Bins: [50,60) [60,70) [70,80) [80,100] — the lower edge in, the upper out, 100 in the last; a stated 50% backs no side and is in none.

Against the simple rules (, lower is better; coin 0.25): the AIs' 0.249 · weighted by past accuracy 0.248 · USA 0.248 · China 0.250 — over 92 indicator-sessions. Momentum (yesterday’s direction repeated, a 55% call): Brier 0.247 over 77 indicator-sessions.

The sites the AIs cite — how often their call with it came true (calls): qz.com 80% (10) · iea.org 75% (12) · federalreserve.gov 67% (21) · 247wallst.com 67% (12) · brecorder.com 67% (12)

The AIs against the crowd: the score

On 's questions this session: the AIs called 3 of 6, the crowd 2 of 6. Brier on these 6: the AIs 0.277, the crowd 0.304 (lower is better).

All days, the individual AIs’ answers: 18 of 25, the crowd 19 of 25 · Brier: the AIs 0.222, the crowd 0.166 (lower is better).

On 's questions this session: the AIs called 2 of 2, the crowd 2 of 2. Brier on these 2: the AIs 0.210, the crowd 0.035 (lower is better).

Kalshi, all days: the AIs 4 of 5, the crowd 5 of 5 · Brier: the AIs 0.220, the crowd 0.038 (lower is better).

Week, month, six months

The models' own lines on the way: “target” reached 426/949, “wrong if” touched 278/1132.

When one AI is wrong, another one is wrong too in 69% of cases; if they were independent, it would be 48%.

The experiment: do the AIs make readers more accurate?

Half of the readers, picked at random for good, see the AIs only after their first call of the day; the others see them before. The first calls of both groups are scored on the same outcome.

Registered in advance on OSF (outcomes F28, F29) — osf.io/9q86n · target: 200 first calls in each group

Collecting calls: the share shows from 10 in each group.

Shadow modes: the same AIs under other conditions

Each mode has its own accounts and its own open file; the league’s score is counted without them.

As of Oct 28 · sessions so far: 7, from Oct 20 · the AIs after costs

Score of the day

IndicatorCouncil expectedFactRightClosest
S&P 500down7,677.29 → 7,712.57 ▲ +0.46% ✘2 / 9Gemini
Nasdaq-100down29,370.92 → 29,490.28 ▲ +0.41% ✘1 / 9Claude
Dow Jones—51,973.48 → 52,495.88 ▲ +1.00% 2 / 5Meta AI
Chip indexdown11,157.93 → 11,283.81 ▲ +1.13% ✘1 / 9Meta AI
10-year US Treasury yieldup5.106% → 5.117% · +1.1 bp ▲ +0.21% ✔7 / 9ChatGPT
Dollar indexup101.74 → 101.72 ▼ −0.019% ✘1 / 8Claude
Fear index (VIX)up18.65 → 17.44 ▼ −6.49% ✘1 / 9Claude
Golddown4,135.80 → 4,138.70 ▲ +0.070% ✘2 / 8Meta AI
WTI crude oilup99.38 → 98.22 ▼ −1.17% ✘2 / 9Meta AI
Brent crude oilup110.19 → 109.16 ▼ −0.94% ✘1 / 8 1 — positions unchangedChatGPT
Copperup6.573 → 6.612 ▲ +0.59% ✔5 / 5 1 — positions unchangedGemini
Bitcoindown81,370 → 82,429 ▲ +1.30% ✘0 / 8 1 — positions unchangedClaude

DirectionCheck this score → · part 2 · part 3 the day’s rows: each AI’s call, the reference price, the close and the move (CSV)

Fact — from the open at 9:30 AM to the session’s close (the “Now” strip counts from the previous close). At the open the market had already moved from the previous close: Nasdaq-100 −0.54%, Chip index −1.40%, 10-year US Treasury yield −0.58%, Fear index (VIX) −1.27%, WTI crude oil −1.15%, Brent crude oil −0.97%; the score counts from the open.

All the AIs were wrong together on: Bitcoin.

The was wrong, but some AIs got it right, on: S&P 500, Nasdaq-100, Chip index, Dollar index, Fear index (VIX), Gold, WTI crude oil, Brent crude oil.

For pros

Everything here can be recounted by anyone: the method, the protocol (version 3), the sealed book, every forecast as a table, the code of the count. Free to use, CC BY 4.0.

Check it yourself in 3 steps
  1. On the proof page open the stamped list <time>.txt: for daily/council/book.jsonl it gives the number of lines N and its sha256. Download council-book.jsonl and run head -n N council-book.jsonl | shasum -a 256 : the hashes match (the book only grows, so the hash of the whole file never would). Download the .txt beside its .ots too.
  2. On the proof page take the day’s .ots file and run ots verify <file>.txt.ots (pip install opentimestamps-client): it names the Bitcoin block that holds the stamp.
  3. Recount: the probability and move columns of council-forecasts.csv give the Brier score and the calibration (how often the 70% calls came true); the recount script recounts the league’s accounts.

Example: the consensus for one indicator

curl -s --proto-default https polyhelper.ai/trends/api/v1/en/council.json | jq '.assets[] | {code, consensus: .consensus["1d"]}'

Cost and the result after costs

Each model’s seat is a subscription, so the calls have a price. Spent: $25.62 today · $332.96 this month · $332.96 since 2026-10-16; 382 calls, $0.87 a call on average. The prices are the providers’ list prices.

After costs the best is ERNIE (Wenxin): +1.75% (before costs +1.75%).

council-costs.json — the file with every seat, day by day

How to read them together

S&P 500 up and VIX down — calm growth. Yields up and the dollar up — pressure on gold, oil and emerging markets. Gold and VIX up together — fear. Copper up — factories and construction are speeding up, often China. Bitcoin moves first at weekends, when the exchanges are closed.

Why this exists

Panels of AIs often agree for the same reasons and err together. Here it is measured every day where the close is the ground truth: every forecast before it counts, scored on four , with the agreement, the errors made together and the lines the models drew themselves.

Verification Theater ↗ · Agreement Is Not Independent Evidence ↗

Open data: every sealed forecast and its score — JSONL · CSV · API · RSS · Data: CC BY 4.0

Where the 195 accounts of the league come from: the AIs’ own accounts, their shadows (150) and the yardsticks (31) — arena-accounts-dictionary.json

Webhook — subscribe: POST polyhelper-trends-votes.vadymchernets.workers.dev/hook {"url": "…"} — your address first gets a signed check and must answer 2xx; then a signed POST comes on every issue and on every day’s score (the secret of the signature is shown once). To unsubscribe: DELETE polyhelper-trends-votes.vadymchernets.workers.dev/hook {"id", "secret"} · the message format

The science behind the numbers

The same files the paper uses, read on this build: what the numbers cover, how close the AIs are to the crowd and to each other, and how each figure is checked.

The Spread: where the AIs and the crowd differ most

The crowd’s own contracts with money traded, the widest gap first: the crowd’s price and the AIs’ mean chance of the same event, in percent; the gap is AIs minus crowd, in points.

Effective voices of this issue by horizon: Day 1.5 · Week 2.0 · Month 2.7 · 6 months 1.1.

Scored sessions: on the same side of 50%: 86% of 22 contracts · distance from 50: the crowd 21.2, the AIs 8.7 points. All contracts with money: 80% of 25.

marketcrowd, %AIs, %gap, ptssame sidevenuetraded
US 10-year
Oct 27
31.660.9+29.3✗Kalshi$1,224
Gold
Oct 22
7.533.8+26.3✓Polymarket$2,328
WTI crude oil
Oct 26
12.037.2+25.2✓Polymarket$2,665
WTI crude oil
Oct 23
85.060.6−24.4✓Polymarket$1,531
S&P 500
Oct 22
8.530.9+22.4✓Polymarket$17,145
The other contracts
marketcrowd, %AIs, %gap, ptssame sidevenuetraded
WTI crude oil
Oct 19
20.041.6+21.6✓Polymarket$11,531
WTI crude oil
Oct 20
83.061.6−21.4✓Polymarket$3,736
S&P 500
Oct 19
82.061.1−20.9✓Polymarket$27,449
S&P 500
Oct 18
31.550.1+18.6✗Polymarket$1,969
Gold
Oct 27
26.043.4+17.4✓Polymarket$1,837
Gold
Oct 26
74.057.3−16.7✓Polymarket$2,421
Gold
Oct 20
29.044.8+15.8✓Polymarket$3,112
Gold
Oct 28
32.045.4+13.4✓Polymarket$1,213
S&P 500
Oct 21
74.561.8−12.7✓Polymarket$13,671
S&P 500
Oct 20
34.046.4+12.4✓Polymarket$20,637
S&P 500
Oct 25
59.048.7−10.3✗Polymarket$2,162
S&P 500
Oct 27
62.552.2−10.2✓Polymarket$9,366
Gold
Oct 23
53.044.1−8.9✗Polymarket$1,969
S&P 500
Oct 26
63.555.8−7.7✓Polymarket$17,569
S&P 500
Oct 23
35.542.9+7.4✓Polymarket$11,664

Files: council-crowd-spread.json · CSV

Check a forecasts file in your browser → — the event contract (event-contract.schema.json) checked on your own computer, the file is not sent anywhere.

What the numbers cover and 19 scientific checks →

Scope: what these numbers cover

  • Evidence of order for this issue (answers sealed before the reference price): level 1 — the operator’s own record of the order
  • Scored sessions: 8 · data as of Oct 28
  • Climatology (the 2016–2025 base rate) — the same event exactly: S&P 500, Nasdaq-100, Dow Jones, Chip index; the nearest daily bar: US 10-year, Dollar index, Fear index (VIX), Gold, WTI crude oil, Brent crude oil, Copper, Bitcoin
  • Portfolios: virtual $100,000 accounts, traded by fixed rules with costs
  • US and Chinese AIs: an observed comparison on the same questions at the same minute

Scientific checks of the figures

Horizon profile: from a day to six months

The AIs’ mean chance of a rise on each horizon, issue of Oct 28.

Effective voices of this issue by horizon: Day 1.5 · Week 2.0 · Month 2.7 · 6 months 1.1.

Solid line — the AIs; grey dashes — 50%; orange dots — climatology (how often the market rose over 2016–2025).

The side changes between a day and six months: Dow Jones (49 → 59; crosses 50% at 1d→1w); US 10-year (55 → 46; crosses 50% at 1m→6m); Dollar index (54 → 44; crosses 50% at 1m→6m); Gold (47 → 61; crosses 50% at 1w→1m); WTI crude oil (56 → 41; crosses 50% at 1m→6m); Brent crude oil (56 → 41; crosses 50% at 1m→6m).

Files: council-horizon-profile.json · council-horizon-profile.csv

How distinct each AI’s view is

By counted answers: the mean correlation with the others, the share of directional calls against the majority (the majority counted without this AI) and the nearest AI by profile.

Day

AImean r with the othersagainst the majoritydirectional cellsnearest
Nemotron0.1236%31StepFun r 0.59
Claude0.2537%82Qwen r 0.56
Amazon Nova0.3111%9StepFun r 0.76
Gemini0.3631%80ERNIE (Wenxin) r 0.81
Meta AI0.3821%66DeepSeek r 0.62
Qwen0.3922%32StepFun r 0.75
Z.ai0.4516%67Amazon Nova r 0.66
MiMo (Xiaomi)0.4716%91ERNIE (Wenxin) r 0.76
ChatGPT0.4825%60Kimi r 0.75
Kimi0.4913%46ChatGPT r 0.75
Grok0.5118%90ERNIE (Wenxin) r 0.92
DeepSeek0.539%66ERNIE (Wenxin) r 0.90
StepFun0.546%48Grok r 0.78
ERNIE (Wenxin)0.6918%11Grok r 0.92

Week

AImean r with the othersagainst the majoritydirectional cellsnearest
Amazon Nova−0.0433%9Z.ai r 0.44
Claude−0.0446%82Amazon Nova r 0.41
Qwen−0.0353%34Amazon Nova r 0.37
Nemotron0.1927%26Grok r 0.54
ChatGPT0.3325%57ERNIE (Wenxin) r 0.85
Kimi0.3521%43Meta AI r 0.58
Grok0.4126%89DeepSeek r 0.71
Z.ai0.4112%64StepFun r 0.71
Gemini0.4119%78ERNIE (Wenxin) r 0.79
Meta AI0.4118%65ChatGPT r 0.74
MiMo (Xiaomi)0.4518%85ERNIE (Wenxin) r 0.88
StepFun0.4816%50ERNIE (Wenxin) r 0.86
DeepSeek0.5218%63ERNIE (Wenxin) r 0.71
ERNIE (Wenxin)0.5325%12MiMo (Xiaomi) r 0.88

Month

AImean r with the othersagainst the majoritydirectional cellsnearest
Claude−0.0954%89Nemotron r 0.24
Amazon Nova−0.0512%8MiMo (Xiaomi) r 0.28
Qwen0.1148%31MiMo (Xiaomi) r 0.42
ERNIE (Wenxin)0.1430%10StepFun r 0.76
Nemotron0.1843%28Grok r 0.67
ChatGPT0.2537%54Kimi r 0.48
Z.ai0.2622%64Gemini r 0.55
Meta AI0.2927%63Gemini r 0.62
MiMo (Xiaomi)0.3034%82ChatGPT r 0.44
StepFun0.3135%54ERNIE (Wenxin) r 0.76
Gemini0.3620%73DeepSeek r 0.65
Kimi0.3736%39StepFun r 0.66
Grok0.3825%79Nemotron r 0.67
DeepSeek0.4018%57Gemini r 0.65

6 months

AImean r with the othersagainst the majoritydirectional cellsnearest
StepFun0.2838%53Kimi r 0.68
Amazon Nova0.5111%9DeepSeek r 0.90
Nemotron0.5919%32Amazon Nova r 0.72
Meta AI0.6213%68MiMo (Xiaomi) r 0.79
Qwen0.669%34MiMo (Xiaomi) r 0.87
Gemini0.7114%83Kimi r 0.84
DeepSeek0.7310%71ERNIE (Wenxin) r 0.91
Z.ai0.746%66Kimi r 0.90
Grok0.756%92ChatGPT r 0.89
MiMo (Xiaomi)0.785%96ChatGPT r 0.90
Claude0.791%95ChatGPT r 0.95
Kimi0.802%41Z.ai r 0.90
ChatGPT0.823%60Claude r 0.95
ERNIE (Wenxin)0.820%12ChatGPT r 0.94

Files: council-distinct.json · council-distinct.csv

Do US and Chinese AIs form two blocks? The test and the map

Mean correlation inside a group / across groups, and p from shuffling the labels (2,000 draws): by side (US / China) and by open or closed weights.

horizonmean r with the othersUS / China: inside / acrossopen / closed weights: inside / across
Day0.430.41 / 0.44 · p 0.720.39 / 0.46 · p 0.88
Week0.280.26 / 0.29 · p 0.610.21 / 0.33 · p 0.97
Month0.220.24 / 0.21 · p 0.270.20 / 0.24 · p 0.80
6 months0.660.66 / 0.66 · p 0.440.65 / 0.67 · p 0.61
Correlation map, Day (clustered order)
Correlation map, Week (clustered order)
Correlation map, Month (clustered order)
Correlation map, 6 months (clustered order)

By laboratory the groups are counted once each laboratory has two or more AIs.

Files: council-block-test.json

Effective voices: the structure of the agreement

Per horizon, the mean over runs: the share of the first component, the participation ratio D_PR and N_eff by Kish — a structure in place of one number.

horizonfirst componentD_PRN_eff (Kish)runsN_eff of the simple rules
Day56%2.742.1482.61 / 3
Week57%2.652.7982.59 / 3
Month47%3.172.9882.67 / 3
6 months79%1.601.3882.86 / 3

The panel of simple rules (yesterday’s sign, the five-day trend, climatology) goes through the same formulas: its N_eff shows how much likeness the markets alone give.

The correlation matrix is pairwise and is used as it is, with no regularisation; each pair has its own n and a Fisher interval in the file.

Files: council-spectral.json · council-run-facts.json

The error of ρ beside N_eff. ρ — the mean pairwise correlation by horizon; the range of N_eff is the mean of each run’s N_eff at the upper and the lower bound of its ρ (95%, bootstrap over the run’s markets).

horizonρN_eff (Kish)N_eff at the bounds of ρruns
Day0.4302.141.54 – 4.738
Week0.3462.792.03 – 5.088
Month0.2612.982.10 – 6.388
6 months0.7151.381.19 – 1.688

Files: council-rho-checks.json

Calibration: slope and shift with intervals

The slope is about the direction (up or down), not about the size of the move.

whatnsessionsslope b [95%]shift a [95%]
Day · every AI’s forecast80680.33 [−1.96; 1.84]0.41 [−0.04; 0.83]
Day · the Council (mean in a cell)9280.49 [−5.82; 3.97]0.38 [−0.07; 1.03]
Day · direction and move92direction right: 52%median move 0.54% of the level
Week · every AI’s forecast25331.70−0.57
Week · the Council (mean in a cell)3235.00−1.08
Week · direction and move31direction right: 55%median move 2.19% of the level

Rules: a stated 0 or 100 is held at 1 or 99 before the logit; the fit starts from 30 forecasts, the 95% interval from 5 sessions (bootstrap over whole sessions).

Files: council-calibration-rules.json

The score by asset class

The Brier score of each class, the score without that class, and the score with every class weighted equally; the main score is the pooled one.

Day: pooled Brier 0.250 · classes weighted equally 0.249 · a coin 0.25

Week: pooled Brier 0.244 · classes weighted equally 0.250 · a coin 0.25

classeventsnBrierBrier without the class
Day · commodities312880.2540.248
Day · crypto8740.2420.251
Day · equity indices312910.2460.252
Day · currency7660.2510.250
Day · rates7650.2380.251
Day · volatility8750.2630.249
Week · commodities12980.2380.247
Week · crypto3240.2490.243
Week · equity indices10740.2300.249
Week · currency3250.2350.244
Week · rates3250.3140.236
Week · volatility3170.2330.244

Files: council-class-sensitivity.json

Away from 50% and away from climatology

Climatology delta = the AI’s chance of a rise minus how often the market rose over 2016–2025, in points: it separates the signal of the day from the long drift. The latest issue, the mean over every AI and market.

horizonissuemean from climatologymean |from climatology|mean |from 50|
DayOct 28+1.15.05.1
WeekOct 28−1.87.66.4
MonthOct 28−7.611.97.1
6 monthsOct 28−14.015.69.7

The same on the heat map, market by market →

Files: council-clim-delta.json · council-clim-delta.csv

Crowd contracts: the event, its hour and its strikes

Each crowd price with its own event and the hour it resolves; the contract’s strikes stand apart from the league’s reference price, with no interpolation outside the pair.

marketthe crowd’s eventresolvesstrikesvenue’s referenceleague reference pricevenue’s reference vs strikes
Nasdaq-100 Oct 26Nasdaq-100 price on Oct 26, 2026 at 4pm EDT?Oct 26, 4:00 PM ET28,950.00 – 28,960.0028,957.5329,072.31inside the pair
S&P 500 Oct 26S&P price on Oct 26, 2026 at 4pm EDT?Oct 26, 4:00 PM ET7,580.00 – 7,695.007,623.687,651.42inside the pair
WTI crude oil Oct 26Oil Price (WTI) on Oct 26, 2026?Oct 26, 2:30 PM ET102.99 – 103.49103.27101.57inside the pair
Gold Oct 27Gold price on Oct 27, 2026 at 5:00 PM EDT?Oct 27, 5:00 PM ET4,008.00 – 4,018.004,017.104,039.70inside the pair
Nasdaq-100 Oct 27Nasdaq-100 price on Oct 27, 2026 at 4pm EDT?Oct 27, 4:00 PM ET29,270.00 – 29,280.0029,273.4029,389.74inside the pair
S&P 500 Oct 27S&P price on Oct 27, 2026 at 4pm EDT?Oct 27, 4:00 PM ET7,675.00 – 7,680.007,676.777,698.17inside the pair
US 10-year Oct 2710Y US Treasury yield on Oct 27, 2026?Oct 27, 3:30 PM ET4.950 – 5.0105.0004.990inside the pair
Gold Oct 28Gold price on Oct 28, 2026 at 5:00 PM EDT?Oct 28, 5:00 PM ET4,053.00 – 4,063.004,060.224,064.40inside the pair
Nasdaq-100 Oct 28Nasdaq-100 price on Oct 28, 2026 at 4pm EDT?Oct 28, 4:00 PM ET29,360.00 – 29,850.0029,651.4429,756.14inside the pair
S&P 500 Oct 28S&P price on Oct 28, 2026 at 4pm EDT?Oct 28, 4:00 PM ET7,680.00 – 7,740.007,722.607,739.77inside the pair
US 10-year Oct 2810Y US Treasury yield on Oct 28, 2026?Oct 28, 3:30 PM ET4.990 – 5.0104.9904.995inside the pair
WTI crude oil Oct 28Oil Price (WTI) on Oct 28, 2026?Oct 28, 2:30 PM ET99.49 – 99.9999.90101.73inside the pair

10-year yield: the move in points

  • Oct 19: 5.106% → 5.136% = +0.03 percentage points (+3.0 bp)
  • Oct 20: 5.106% → 5.117% = +0.01 percentage points (+1.1 bp)
  • Oct 21: 5.100% → 5.146% = +0.05 percentage points (+4.6 bp)
  • Oct 22: 5.036% → 4.953% = −0.08 percentage points (−8.3 bp)
  • Oct 23: 4.970% → 4.988% = +0.02 percentage points (+1.8 bp)
  • Oct 26: 4.978% → 4.986% = +0.01 percentage points (+0.8 bp)
  • Oct 27: 4.990% → 4.993% = +0.00 percentage points (+0.3 bp)
  • Oct 28: 4.995% → 5.045% = +0.05 percentage points (+5.0 bp)

Bitcoin trades all day: its reference price is the minute of the seal.

Files: council-strike-ref.json

Power: the smallest difference the season can tell apart

Measured on the book: sd of the loss 0.0691, correlation of losses ρ 0.20; the smallest Brier difference seen at 52 sessions — 0.0139, at 126 sessions — 0.0089.

The same formula for other sd and ρ (α 0.05 two-sided, power 0.8):

sdρat 52 sessionsat 126 sessions
0.050.000.00560.0036
0.050.100.00810.0052
0.050.200.01000.0064
0.050.300.01160.0075
0.050.500.01430.0092
0.100.000.01120.0072
0.100.100.01630.0104
0.100.200.02010.0129
0.100.300.02330.0149
0.100.500.02860.0184
0.150.000.01680.0108
0.150.100.02440.0157
0.150.200.03010.0193
0.150.300.03490.0224
0.150.500.04290.0276
0.200.000.02240.0144
0.200.100.03250.0209
0.200.200.04010.0258
0.200.300.04650.0299
0.200.500.05720.0367

By day

daysdρat 52 sessionsat 126 sessions
Oct 220.07530.430.02020.0130
Oct 230.07520.200.01510.0097
Oct 240.07520.200.01510.0097
Oct 250.07520.200.01510.0097
Oct 260.07160.200.01440.0092
Oct 270.07060.200.01420.0091
Oct 280.06910.200.01390.0089

Files: council-power-sensitivity.json

Climatology: exact and approximate markets

Exact (the same 09:30 → 16:00 ET event): S&P 500, Nasdaq-100, Dow Jones, Chip index. The paper reads its main test on these too, as a registered sensitivity check.

marketmatchrule when approximate
S&P 500exact
Nasdaq-100exact
Dow Jonesexact
Chip indexexact
US 10-yearapproximatethe daily close of ^TNX, the event ends at the 15:00 ET bar
Dollar indexapproximatethe daily bar of the contract (nearly 24 h), the event is 09:30 -> 16:00 ET
Fear index (VIX)approximatethe daily bar of ^VIX ends at 16:15 ET, the event at the 16:00 ET bar
Goldapproximatethe daily bar of the contract (nearly 24 h), the event is 09:30 -> 16:00 ET
WTI crude oilapproximatethe daily bar of the contract (nearly 24 h), the event is 09:30 -> 16:00 ET
Brent crude oilapproximatethe daily bar of the contract (nearly 24 h), the event is 09:30 -> 16:00 ET
Copperapproximatethe daily bar of the contract (nearly 24 h), the event is 09:30 -> 16:00 ET
Bitcoinapproximatethe UTC day's open and close, the event runs from the seal minute 24 h

Files: council-calibration.json · council-clim-window.json

Prices: one source and two

The closing prices of Oct 28: where a second, comparable series exists, the difference between the two sources.

One source: Brent crude oil.

marketprice sourcesdifference
Bitcointwo sources0.0034%
Coppertwo sources0.0000%
Dow Jonestwo sources−0.0086%
Dollar indextwo sources−0.0499%
Goldtwo sources0.0073%
Nasdaq-100two sources0.0000%
Chip indextwo sources0.0000%
S&P 500two sources−0.0050%
US 10-yeartwo sources0.0000%
Fear index (VIX)two sources0.0000%
WTI crude oiltwo sources0.0000%
Brent crude oilone sourcecontract_differs

Files: price-check.json

Event ids v2: provider, symbol, rule

Every event of the book carries an id v2 — a hash of its full contract (480 events); this issue: 66. The open check takes a file with --v2-required:

python3 tools/conformance.py --v2-required council-forecasts.csv

The events of this issue (66)
marketevent_id_v2providersymbolreference_ruleresolver
Bitcoin · 1dev2-31cae8c0094e7509yahoo_finance_chart_v8_1mBTC-USDfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Bitcoin · 1mev2-8300fa66b57e172ayahoo_finance_chart_v8_1mBTC-USDfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Bitcoin · 1wev2-57824975406ebc5byahoo_finance_chart_v8_1mBTC-USDfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Bitcoin · 6mev2-48e5916e7a385f9byahoo_finance_chart_v8_1mBTC-USDfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Brent crude oil · 1dev2-651bf3c93164239fyahoo_finance_chart_v8_1mBZ=Ffirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Brent crude oil · 1mev2-40549389ea3bec8cyahoo_finance_chart_v8_1mBZ=Ffirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Brent crude oil · 1wev2-950b0eef688ad10fyahoo_finance_chart_v8_1mBZ=Ffirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Brent crude oil · 6mev2-8ba533d9cd9af359yahoo_finance_chart_v8_1mBZ=Ffirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Copper · 1dev2-634ed7caa06dd4dfyahoo_finance_chart_v8_1mHG=Ffirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Copper · 1mev2-6fe52870e7366ebfyahoo_finance_chart_v8_1mHG=Ffirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Copper · 1wev2-c17d742915b218e5yahoo_finance_chart_v8_1mHG=Ffirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Copper · 6mev2-719ff8332ff97645yahoo_finance_chart_v8_1mHG=Ffirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Dow Jones · 1dev2-c0133e13e26457ceyahoo_finance_chart_v8_1m^DJIfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Dow Jones · 1mev2-90574ae582a36cc8yahoo_finance_chart_v8_1m^DJIfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Dow Jones · 1wev2-d15386850c61a903yahoo_finance_chart_v8_1m^DJIfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Dow Jones · 6mev2-0daf2ecf66e187d9yahoo_finance_chart_v8_1m^DJIfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Dollar index · 1dev2-cc4fd173d9e989e3yahoo_finance_chart_v8_1mDX-Y.NYBfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Dollar index · 1mev2-be58612f8d2e1aa9yahoo_finance_chart_v8_1mDX-Y.NYBfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Dollar index · 1wev2-8b1db2545befb7a9yahoo_finance_chart_v8_1mDX-Y.NYBfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Dollar index · 6mev2-6efc469b634b49c1yahoo_finance_chart_v8_1mDX-Y.NYBfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Gold · 1dev2-1f5ecad10b907764yahoo_finance_chart_v8_1mGC=Ffirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Gold · 1mev2-e235a874081bd7c6yahoo_finance_chart_v8_1mGC=Ffirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Gold · 1wev2-691d12eef3f45bf0yahoo_finance_chart_v8_1mGC=Ffirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Gold · 6mev2-609ccc7d84416e3fyahoo_finance_chart_v8_1mGC=Ffirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Nasdaq-100 · 1dev2-e9aa525244c2c187yahoo_finance_chart_v8_1m^NDXfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Nasdaq-100 · 1mev2-800e00ffd9fce4a7yahoo_finance_chart_v8_1m^NDXfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Nasdaq-100 · 1wev2-698e109ff234c788yahoo_finance_chart_v8_1m^NDXfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Nasdaq-100 · 6mev2-a55465d885e0a663yahoo_finance_chart_v8_1m^NDXfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Chip index · 1dev2-c311e78fd95e2698yahoo_finance_chart_v8_1m^SOXfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Chip index · 1mev2-945058c19666f872yahoo_finance_chart_v8_1m^SOXfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Chip index · 1wev2-9dc864a7777826ebyahoo_finance_chart_v8_1m^SOXfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Chip index · 6mev2-003cb3d90e30857eyahoo_finance_chart_v8_1m^SOXfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
S&P 500 · 1dev2-ef9959e9134a8eb0yahoo_finance_chart_v8_1m^GSPCfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
S&P 500 · 1mev2-585885b440c4c9f8yahoo_finance_chart_v8_1m^GSPCfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
S&P 500 · 1wev2-63fe0ac99525beb0yahoo_finance_chart_v8_1m^GSPCfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
S&P 500 · 6mev2-54b20af67d2a4c90yahoo_finance_chart_v8_1m^GSPCfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
US 10-year · 1dev2-60a7ec75666b9b67yahoo_finance_chart_v8_1m^TNXfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
US 10-year · 1mev2-10443f173e816a1fyahoo_finance_chart_v8_1m^TNXfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
US 10-year · 1wev2-4a26adac2fd8347byahoo_finance_chart_v8_1m^TNXfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
US 10-year · 6mev2-ed6c56ef53af982eyahoo_finance_chart_v8_1m^TNXfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Fear index (VIX) · 1dev2-3837bf88354abcc4yahoo_finance_chart_v8_1m^VIXfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Fear index (VIX) · 1mev2-b7c0341651d7f9fbyahoo_finance_chart_v8_1m^VIXfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Fear index (VIX) · 1wev2-17185cfb689f8258yahoo_finance_chart_v8_1m^VIXfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Fear index (VIX) · 6mev2-ed21163a90775447yahoo_finance_chart_v8_1m^VIXfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
WTI crude oil · 1dev2-e102aaf4016f45d0yahoo_finance_chart_v8_1mCL=Ffirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
WTI crude oil · 1mev2-e523a9dfce072491yahoo_finance_chart_v8_1mCL=Ffirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
WTI crude oil · 1wev2-6bf8f16bd3530a05yahoo_finance_chart_v8_1mCL=Ffirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
WTI crude oil · 6mev2-965b7bfc2a012111yahoo_finance_chart_v8_1mCL=Ffirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Dow Jones · 1dev2-6b9b7790759cc95ayahoo_finance_chart_v8_1m^DJIfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Dow Jones · 1wev2-7b94d4a177e37883yahoo_finance_chart_v8_1m^DJIfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Dollar index · 1dev2-193f8612dbd1cb7cyahoo_finance_chart_v8_1mDX-Y.NYBfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Dollar index · 1wev2-0cb9c771bc046d9dyahoo_finance_chart_v8_1mDX-Y.NYBfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Gold · 1dev2-2f3d8f0da99751cdyahoo_finance_chart_v8_1mGC=Ffirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Gold · 1wev2-5e6c94eeb579118dyahoo_finance_chart_v8_1mGC=Ffirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Nasdaq-100 · 1dev2-2e5b313fce6f5a3fyahoo_finance_chart_v8_1m^NDXfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Nasdaq-100 · 1wev2-2b4d90b58002f56dyahoo_finance_chart_v8_1m^NDXfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Chip index · 1dev2-9c60e8f03832d6ecyahoo_finance_chart_v8_1m^SOXfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Chip index · 1wev2-32ceb5db16f09261yahoo_finance_chart_v8_1m^SOXfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
S&P 500 · 1dev2-6d1af5eabbede1cayahoo_finance_chart_v8_1m^GSPCfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
S&P 500 · 1wev2-6ff35c790a81d799yahoo_finance_chart_v8_1m^GSPCfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
US 10-year · 1dev2-04320db2eb9ad9eeyahoo_finance_chart_v8_1m^TNXfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
US 10-year · 1wev2-4e81b8c6da2c9fa9yahoo_finance_chart_v8_1m^TNXfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Fear index (VIX) · 1dev2-a2637f1d82ae11f3yahoo_finance_chart_v8_1m^VIXfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
Fear index (VIX) · 1wev2-a268a0501036ad51yahoo_finance_chart_v8_1m^VIXfirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
WTI crude oil · 1dev2-40f6e63284e9f122yahoo_finance_chart_v8_1mCL=Ffirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1
WTI crude oil · 1wev2-c054e9e5dcbb8ecdyahoo_finance_chart_v8_1mCL=Ffirst_1m_bar_at_or_after_reference_at__last_1m_bar_at_or_before_end_at__v1r1

Files: council-events-v2.json · council-events-v2.csv · event-contract.schema.json

Late answers and their own reference price

An answer sealed after the shared reference minute is scored from the price at the moment of its answer: 88 cells in 7 runs.

AImarketown reference minuteprice barown reference priceafter the shared minute
Meta AIDow Jones · 1dOct 20, 12:16 PM ETOct 20, 12:17 PM ET52,428.17167 min
Meta AIDow Jones · 1wOct 20, 12:16 PM ETOct 20, 12:17 PM ET52,428.17167 min
Meta AIDollar index · 1dOct 20, 12:16 PM ETOct 20, 12:17 PM ET101.78167 min
Meta AIDollar index · 1wOct 20, 12:16 PM ETOct 20, 12:17 PM ET101.78167 min
Meta AIGold · 1dOct 20, 12:16 PM ETOct 20, 12:17 PM ET4,142.90167 min
Meta AIGold · 1wOct 20, 12:16 PM ETOct 20, 12:17 PM ET4,142.90167 min
Meta AINasdaq-100 · 1dOct 20, 12:16 PM ETOct 20, 12:17 PM ET29,534.39167 min
Meta AINasdaq-100 · 1wOct 20, 12:16 PM ETOct 20, 12:17 PM ET29,534.39167 min
Meta AIChip index · 1dOct 20, 12:16 PM ETOct 20, 12:17 PM ET11,344.57167 min
Meta AIChip index · 1wOct 20, 12:16 PM ETOct 20, 12:17 PM ET11,344.57167 min
Meta AIS&P 500 · 1dOct 20, 12:16 PM ETOct 20, 12:17 PM ET7,714.06167 min
Meta AIS&P 500 · 1wOct 20, 12:16 PM ETOct 20, 12:17 PM ET7,714.06167 min
Meta AIUS 10-year · 1dOct 20, 12:16 PM ETOct 20, 12:17 PM ET5.13167 min
Meta AIUS 10-year · 1wOct 20, 12:16 PM ETOct 20, 12:17 PM ET5.13167 min
Meta AIFear index (VIX) · 1dOct 20, 12:16 PM ETOct 20, 12:17 PM ET17.78167 min
Meta AIFear index (VIX) · 1wOct 20, 12:16 PM ETOct 20, 12:17 PM ET17.78167 min
Meta AIWTI crude oil · 1dOct 20, 12:16 PM ETOct 20, 12:17 PM ET97.90167 min
Meta AIWTI crude oil · 1wOct 20, 12:16 PM ETOct 20, 12:17 PM ET97.90167 min
Meta AIBitcoin · 1dOct 21, 9:23 AM ETOct 21, 9:24 AM ET83,677.0823 min
Meta AIBitcoin · 1mOct 21, 9:23 AM ETOct 21, 9:24 AM ET—23 min
Meta AIBitcoin · 1wOct 21, 9:23 AM ETOct 21, 9:24 AM ET83,677.0823 min
Meta AIBitcoin · 6mOct 21, 9:23 AM ETOct 21, 9:24 AM ET—23 min
GeminiBitcoin · 1dOct 22, 9:23 AM ETOct 22, 9:24 AM ET81,727.4223 min
GeminiBitcoin · 1mOct 22, 9:23 AM ETOct 22, 9:24 AM ET—23 min
GeminiBitcoin · 1wOct 22, 9:23 AM ETOct 22, 9:24 AM ET—23 min
GeminiBitcoin · 6mOct 22, 9:23 AM ETOct 22, 9:24 AM ET—23 min
Meta AIBitcoin · 1dOct 22, 9:23 AM ETOct 22, 9:24 AM ET81,727.4223 min
Meta AIBitcoin · 1mOct 22, 9:23 AM ETOct 22, 9:24 AM ET—23 min
Meta AIBitcoin · 1wOct 22, 9:23 AM ETOct 22, 9:24 AM ET—23 min
Meta AIBitcoin · 6mOct 22, 9:23 AM ETOct 22, 9:24 AM ET—23 min
KimiBitcoin · 1dOct 23, 9:23 AM ETOct 23, 9:24 AM ET81,770.2324 min
KimiBitcoin · 1mOct 23, 9:23 AM ETOct 23, 9:24 AM ET—24 min
KimiBitcoin · 1wOct 23, 9:23 AM ETOct 23, 9:24 AM ET—24 min
KimiBitcoin · 6mOct 23, 9:23 AM ETOct 23, 9:24 AM ET—24 min
Meta AIBitcoin · 1dOct 23, 9:23 AM ETOct 23, 9:24 AM ET81,770.2324 min
Meta AIBitcoin · 1mOct 23, 9:23 AM ETOct 23, 9:24 AM ET—24 min
Meta AIBitcoin · 1wOct 23, 9:23 AM ETOct 23, 9:24 AM ET—24 min
Meta AIBitcoin · 6mOct 23, 9:23 AM ETOct 23, 9:24 AM ET—24 min
NemotronBitcoin · 1dOct 23, 9:23 AM ETOct 23, 9:24 AM ET81,770.2324 min
NemotronBitcoin · 1mOct 23, 9:23 AM ETOct 23, 9:24 AM ET—24 min
NemotronBitcoin · 1wOct 23, 9:23 AM ETOct 23, 9:24 AM ET—24 min
NemotronBitcoin · 6mOct 23, 9:23 AM ETOct 23, 9:24 AM ET—24 min
StepFunBitcoin · 1dOct 26, 8:24 AM ETOct 26, 8:25 AM ET80,251.638 min
StepFunBitcoin · 1mOct 26, 8:24 AM ETOct 26, 8:25 AM ET—8 min
StepFunBitcoin · 1wOct 26, 8:24 AM ETOct 26, 8:25 AM ET—8 min
StepFunBitcoin · 6mOct 26, 8:24 AM ETOct 26, 8:25 AM ET—8 min
NemotronBitcoin · 1dOct 27, 9:24 AM ETOct 27, 9:25 AM ET80,535.0569 min
NemotronBitcoin · 1mOct 27, 9:24 AM ETOct 27, 9:25 AM ET—69 min
NemotronBitcoin · 1wOct 27, 9:24 AM ETOct 27, 9:25 AM ET—69 min
NemotronBitcoin · 6mOct 27, 9:24 AM ETOct 27, 9:25 AM ET—69 min
ChatGPTBrent crude oil · 1dOct 28, 10:53 AM ETOct 28, 10:54 AM ET111.8883 min
ChatGPTBitcoin · 1dOct 28, 10:53 AM ETOct 28, 10:54 AM ET80,399.20113 min
ChatGPTCopper · 1dOct 28, 10:53 AM ETOct 28, 10:54 AM ET6.6583 min
ChatGPTDow Jones · 1dOct 28, 10:53 AM ETOct 28, 10:54 AM ET52,457.1383 min
ChatGPTDollar index · 1dOct 28, 10:53 AM ETOct 28, 10:54 AM ET102.3583 min
ChatGPTGold · 1dOct 28, 10:53 AM ETOct 28, 10:54 AM ET4,054.4083 min
ChatGPTNasdaq-100 · 1dOct 28, 10:53 AM ETOct 28, 10:54 AM ET29,646.1383 min
ChatGPTChip index · 1dOct 28, 10:53 AM ETOct 28, 10:54 AM ET11,527.8483 min
ChatGPTS&P 500 · 1dOct 28, 10:53 AM ETOct 28, 10:54 AM ET7,727.3883 min
ChatGPTUS 10-year · 1dOct 28, 10:53 AM ETOct 28, 10:54 AM ET5.0383 min
ChatGPTFear index (VIX) · 1dOct 28, 10:53 AM ETOct 28, 10:54 AM ET17.3983 min
ChatGPTWTI crude oil · 1dOct 28, 10:53 AM ETOct 28, 10:54 AM ET102.4983 min
KimiBrent crude oil · 1dOct 28, 9:53 AM ETOct 28, 9:54 AM ET111.3924 min
KimiBitcoin · 1dOct 28, 9:53 AM ETOct 28, 9:54 AM ET80,450.9254 min
KimiCopper · 1dOct 28, 9:53 AM ETOct 28, 9:54 AM ET6.6624 min
KimiDow Jones · 1dOct 28, 9:53 AM ETOct 28, 9:54 AM ET52,435.5824 min
KimiDollar index · 1dOct 28, 9:53 AM ETOct 28, 9:54 AM ET102.3324 min
KimiGold · 1dOct 28, 9:53 AM ETOct 28, 9:54 AM ET4,063.7024 min
KimiNasdaq-100 · 1dOct 28, 9:53 AM ETOct 28, 9:54 AM ET29,672.3824 min
KimiChip index · 1dOct 28, 9:53 AM ETOct 28, 9:54 AM ET11,549.5324 min
KimiS&P 500 · 1dOct 28, 9:53 AM ETOct 28, 9:54 AM ET7,729.0024 min
KimiUS 10-year · 1dOct 28, 9:53 AM ETOct 28, 9:54 AM ET5.0024 min
KimiFear index (VIX) · 1dOct 28, 9:53 AM ETOct 28, 9:54 AM ET17.5624 min
KimiWTI crude oil · 1dOct 28, 9:53 AM ETOct 28, 9:54 AM ET102.0024 min
Meta AIBitcoin · 1dOct 28, 9:23 AM ETOct 28, 9:24 AM ET80,522.4123 min
Amazon NovaBitcoin · 1dOct 28, 9:23 AM ETOct 28, 9:24 AM ET80,522.4124 min
ERNIE (Wenxin)Brent crude oil · 1dOct 28, 9:39 AM ETOct 28, 9:40 AM ET111.5010 min
ERNIE (Wenxin)Bitcoin · 1dOct 28, 9:39 AM ETOct 28, 9:40 AM ET80,677.8740 min
ERNIE (Wenxin)Copper · 1dOct 28, 9:39 AM ETOct 28, 9:40 AM ET6.6510 min
ERNIE (Wenxin)Dow Jones · 1dOct 28, 9:39 AM ETOct 28, 9:40 AM ET52,397.2810 min
ERNIE (Wenxin)Dollar index · 1dOct 28, 9:39 AM ETOct 28, 9:40 AM ET102.3210 min
ERNIE (Wenxin)Gold · 1dOct 28, 9:39 AM ETOct 28, 9:40 AM ET4,063.5010 min
ERNIE (Wenxin)Nasdaq-100 · 1dOct 28, 9:39 AM ETOct 28, 9:40 AM ET29,726.5910 min
ERNIE (Wenxin)Chip index · 1dOct 28, 9:39 AM ETOct 28, 9:40 AM ET11,576.0810 min
ERNIE (Wenxin)S&P 500 · 1dOct 28, 9:39 AM ETOct 28, 9:40 AM ET7,731.1210 min
ERNIE (Wenxin)US 10-year · 1dOct 28, 9:39 AM ETOct 28, 9:40 AM ET5.0010 min
ERNIE (Wenxin)Fear index (VIX) · 1dOct 28, 9:39 AM ETOct 28, 9:40 AM ET17.5310 min
ERNIE (Wenxin)WTI crude oil · 1dOct 28, 9:39 AM ETOct 28, 9:40 AM ET101.9510 min

Files: council-late-cells.json

The draw band: its inputs by session

A move smaller than the band is a draw; k = 0.10. For each market and session: the mean 1-minute move, the band and the day’s move.

band_% = k x mean(|1-minute return|, %) x sqrt(390); |move| < band is a draw

Oct 19
marketmean |1-min move|, %band, %day’s move, %result
Brent crude oil0.05240.1035+1.494—
Bitcoin0.02960.0584−0.924—
Copper0.02260.0447+0.251—
Dow Jones0.02110.0416+0.034draw
Dollar index0.00620.0122+0.145—
Gold0.02100.0414−0.493—
Nasdaq-1000.03370.0666−0.149—
Chip index0.07560.1493−1.550—
S&P 5000.02000.0395−0.125—
US 10-year0.03690.0729+0.588—
Fear index (VIX)0.19200.3792+2.884—
WTI crude oil0.04340.0858+1.151—
Oct 20
marketmean |1-min move|, %band, %day’s move, %result
Brent crude oil0.05110.1009−0.935—
Bitcoin0.03280.0648+1.302—
Copper0.02250.0444+0.593—
Dow Jones0.02060.0407+1.005—
Dollar index0.00510.0100−0.019—
Gold0.01990.0393+0.070—
Nasdaq-1000.03620.0714+0.406—
Chip index0.07690.1519+1.128—
S&P 5000.02150.0425+0.460—
US 10-year0.03700.0731+0.215—
Fear index (VIX)0.20840.4116−6.488—
WTI crude oil0.04720.0933−1.167—
Oct 21
marketmean |1-min move|, %band, %day’s move, %result
Brent crude oil0.05340.1054+1.265—
Bitcoin0.03380.0668+1.062—
Copper0.02490.0492+0.313—
Dow Jones0.02020.0398+0.535—
Dollar index0.00490.00960.000draw
Gold0.01960.0388−0.041—
Nasdaq-1000.03480.0688+0.396—
Chip index0.07510.1484−0.181—
S&P 5000.02110.0416+0.312—
US 10-year0.03210.0634+0.902—
Fear index (VIX)0.12130.2396−1.756—
WTI crude oil0.05040.0995+0.483—
Oct 22
marketmean |1-min move|, %band, %day’s move, %result
Brent crude oil0.05100.1008+0.703—
Bitcoin0.03430.0678−0.343—
Copper0.02600.0514−0.613—
Dow Jones0.01970.0390+0.396—
Dollar index0.00580.0115−0.165—
Gold0.02380.0470−1.228—
Nasdaq-1000.03290.0650−1.234—
Chip index0.06780.1339−2.884—
S&P 5000.02010.0396−0.331—
US 10-year0.03230.0638−1.648—
Fear index (VIX)0.10490.2071+6.835—
WTI crude oil0.04640.0916−0.420—
Oct 23
marketmean |1-min move|, %band, %day’s move, %result
Brent crude oil0.05310.1049+1.103—
Bitcoin0.03170.0627−0.576—
Copper0.02710.0536+0.278—
Dow Jones0.01940.0384−0.300—
Dollar index0.00570.0113+0.085—
Gold0.02640.0522−0.752—
Nasdaq-1000.03210.0633+0.257—
Chip index0.06860.1354+0.730—
S&P 5000.01970.0389−0.058—
US 10-year0.03290.0650+0.362—
Fear index (VIX)0.14790.2921−1.890—
WTI crude oil0.04620.0913+1.888—
Oct 26
marketmean |1-min move|, %band, %day’s move, %result
Brent crude oil0.04450.0879+0.154—
Bitcoin0.03020.0597−0.463—
Copper0.02590.0512+0.191—
Dow Jones0.02070.0409−0.144—
Dollar index0.00500.0099+0.044—
Gold0.02310.0456+0.107—
Nasdaq-1000.03210.0634+0.692—
Chip index0.06790.1340+2.012—
S&P 5000.02060.0406+0.331—
US 10-year0.03360.0664+0.161—
Fear index (VIX)0.17770.3510−1.278—
WTI crude oil0.04540.08970.000draw
Oct 27
marketmean |1-min move|, %band, %day’s move, %result
Brent crude oil0.04710.0931−0.136—
Bitcoin0.03210.0634+1.070—
Copper0.02430.0479+1.040—
Dow Jones0.02050.0405−0.143—
Dollar index0.00490.0096+0.090—
Gold0.02040.0403+0.854—
Nasdaq-1000.03190.0630+0.890—
Chip index0.06520.1288+2.224—
S&P 5000.02060.0406+0.317—
US 10-year0.03310.0653+0.060draw
Fear index (VIX)0.14540.2872−0.787—
WTI crude oil0.04600.0909−0.663—
Oct 28
marketmean |1-min move|, %band, %day’s move, %result
Brent crude oil0.04750.0938−0.827—
Bitcoin0.02600.0514+1.239—
Copper0.02020.0399+0.909—
Dow Jones0.01980.0392+0.086—
Dollar index0.00450.0088−0.264—
Gold0.01730.0342+0.618—
Nasdaq-1000.02990.0590+0.192—
Chip index0.06180.1220+0.900—
S&P 5000.01930.0382+0.054—
US 10-year0.03020.0596+1.001—
Fear index (VIX)0.09590.1894−4.545—
WTI crude oil0.04580.0905−0.187—

Files: council-stats.json

The reader experiment: groups and first calls

Each reader is put into a group for good by the page’s anonymous id; the target is 200 readers per group.

  • g0: sees the AIs before the first call of the day
  • g1: blind: sees the AIs only after the first call of the day

First calls are counted per group from the votes sealed in the book, session by session.

Files: council-experiment-funnel.json

Rule versions m1–m4 and their hashes

One scale for every run: the version in force on the run’s date; each line of the CSV carries it (methodology_version, methodology_sha256).

versionfromwhat changedsha256
m1—first rules: Brier on the cells with a move (draws left out), a cell without a forecast is no score—
m2Oct 20a cell left unanswered counts as 50% (missing50, №112)—
m3Oct 21dated rules: the Brier on every row with the draw band, one reference price per shared score (same event), Kalshi strikes, buy on dips, US10Y/VIX direction01aa8d83b0eba2c9…
m4Oct 22the dated rules of 2026-10-22: the "am" question before the open (early ask), the confirmed-bar close wording (close_bar_v2), thin crowd markets flagged, the number and sides of the AIs from the roster, rating B by sessions, score versions on every line, the dated rules crowd_line and crowd_comparison0a8c8bacef1e5043…

Files: methodology-versions.json

Answer times: when each AI was asked and answered

From the sealed book of questions, issue of (1 waves of questions); the counted line is the one in the forecasts CSV. The wait is counted from the last question sent before the answer, not from the first.

AIfirst askedfirst answerwait after the last askcounted line
StepFunOct 26, 3:11 PM ETOct 26, 3:13 PM ET1.3 mincounted after the seal

Files: council-attempts-by-seat.json · council-attempts.csv

The dataset dictionary: four new fields

Every forecast row says when it became public, where its entry price came from and which rules counted it.

fieldtypemeaning
disclosed_atDateTimewhen the answer line first appeared publicly (UTC)
entry_sourceTextwhere the entry price of a buy-on-dips call came from: its own, not below the reference, no reference, default or none
aggregation_versionTextthe version of the consensus aggregation (a1, …)
methodology_versionTextthe rules version of the run (m1–m4; the register is methodology-versions.json)

Files: arena-dataset.json · croissant.json

Scorecard: the paper’s 30 registered predictions

Registered on Oct 22: OSF ↗ · DOI ↗

Each prediction resolves by the registered rules on its check date; the status uses the paper’s words. not yet due: 30

#predictionsetpwindow fromcheck datestatus
F1The council stays below two independent voices at one dayA0.50Nov 2Nov 30not yet due
F2Market co-movement does not explain the likenessA0.50Nov 2Dec 31not yet due
F3Errors are shared tooB0.74Nov 2Dec 31not yet due
F4Models are less sharp than the crowdB0.40Nov 2Dec 31not yet due
F5Shared links mean shared callsA0.56Nov 2Dec 31not yet due
F6All wrong togetherB0.92Nov 2Dec 31not yet due
F7A right minority is more common than a unanimous errorA0.63Nov 2Dec 31not yet due
F8The table fills on scheduleA0.88Oct 19Nov 30not yet due
F9Independence is greater at the month than at the dayB0.30Nov 2Dec 31not yet due
F10Averaging beats following the leaderB0.64Nov 2Dec 31not yet due
F11No single model shows a detected daily advantageB0.79Nov 2Dec 31not yet due
F12The crowd beats the councilB0.83Nov 2Dec 31not yet due
F13The combination beats the crowdB0.30Nov 2Dec 31not yet due
F14Models are overconfidentB0.80Nov 2Dec 31not yet due
F15The council does not beat a simple rule by a clear marginB0.80Nov 2Dec 31not yet due
F16No horizon carries a detected signal over a seasonB0.63Nov 2Apr 30not yet due
F17Relative to climatology, the day is the hardest horizonB0.37Nov 2Apr 30not yet due
F18Country is a small factorB0.80Nov 2Dec 31not yet due
F19The US side scores better over a seasonB0.57Nov 2Apr 30not yet due
F20The same news means less disputeA0.70Nov 2Nov 30not yet due
F21Search adds little accuracyB0.72Nov 2Dec 31not yet due
F22Discussion finds real risksA0.30Nov 2Dec 31not yet due
F23Heeding the critique paysA0.42Nov 2Dec 31not yet due
F24A model disagrees with itself a lotA0.60Nov 1Nov 30not yet due
F25Leaders do not lastB0.62Nov 2Apr 30not yet due
F26The index is hard to beatB0.60Nov 2Apr 30not yet due
F27Good forecasters are not the best tradersB0.83Nov 2Apr 30not yet due
F28Access to the models before the first forecast does not improve readers' Brier score by 0.01 or moreA0.46Nov 2Dec 31not yet due
F29Access moves readers toward the councilB0.41Nov 2Dec 31not yet due
F30Style gives the model awayB0.46Nov 2Apr 30not yet due

Files: prediction-ledger.json · claim-status.json

Places: 95% intervals, tie groups and the weight of sessions

A model gets a place after 30 resolved forecasts on at least 10 trading days, by horizon, the day first. Each place comes with its 95% interval (resampling the sessions and re-ranking every time); models whose interval reaches the leader’s place share one tie group.

The places with their intervals appear here as soon as a model has 30 resolved forecasts on 10 trading days.

Day: at least 5 events in common in each session (10-19: 10, 10-20: 5, 10-21: 11, 10-22: 11, 10-23: 11, 10-26: 11, 10-27: 11, 10-28: 12)

Beside the main Brier (each forecast once) stands the session-weighted Brier (each session once); it changes no place of the main count.

Files: council-stats.json · council-rank-sessions.json

Numbers given in the question and the AIs’ own numbers

Every number in the words of an answer is marked: given in the question (the same value stands in the text the model was asked) or its own. Repeating a given figure proves no shared reading, so the analysis of numbers in common keeps only the own ones.

runnumbersfrom the questionownshare from the questionown in common
2026-10-16-eve83651432261%35
2026-10-17-btc97758938860%49
2026-10-18-radar94260733564%34
2026-10-19-am62333029353%40
2026-10-20-am102068133967%47
2026-10-21-am105567338264%49
2026-10-22-am97360836562%42
2026-10-23-am89154934262%44
2026-10-24-btc109370638765%49
2026-10-25-radar83846936956%42
2026-10-26-am102562939661%49
2026-10-27-am123777546263%67
2026-10-28-am118070447660%54

A match is by value, within one unit of the figure’s last digit; years and calendar days are not counted; the answers are not rewritten.

Files: council-given-numbers.json

One AI across the horizons: its chance of a rise and its “wrong if” level

Each AI’s sealed answers of this issue, one AI at a time: for each market the chance of a rise from a day to six months and, after the dot, the level at which it says it is wrong; then the condition on which it says it will revise. No place and no outcome here.

ChatGPT · GPT-6.1 Sol
marketDayWeekMonth6 monthsWill revise if
S&P 50046% · 7,780.0044% · 7,820.0053% · 7,480.0059% · 7,270.00I would turn more constructive if earnings breadth improves and the index holds above 7,800.
Nasdaq-10042% · 29,920.0039% · 30,300.0047% · 30,700.0060% · 27,000.00I would add exposure if leading technology reports show accelerating revenue and margins.
Dow Jones49% · 52,300.0052% · 51,350.0055% · 50,600.0058% · 48,000.00I would reduce exposure if earnings guidance weakens across industrials and financials.
Chip index39% · 11,650.0036% · 12,000.0045% · 12,700.0061% · 9,400.00I would rebuild exposure after improving guidance and a sustained recovery above recent resistance.
US 10-year55% · 5.0858% · 5.0260% · 4.9543% · 5.35I would turn bearish on yields after consecutive softer inflation readings and a clear break below 5.0%.
Dollar index51% · 101.4553% · 100.9054% · 100.2044% · 104.00I would raise the view if DXY breaks above 103 with yields firming.
Fear index (VIX)55% · 17.8058% · 15.8053% · 13.8038% · 28.00I would exit the hedge if VIX falls below 16 while the index breadth improves.
Gold47% · 4,200.0046% · 4,300.0053% · 3,900.0059% · 3,700.00I would cut the hedge if real yields rise further while geopolitical risk premiums recede.
WTI crude oil46% · 103.0054% · 96.0042% · 110.0039% · 120.00I would add only if physical flows deteriorate further and the price holds above 105.
Brent crude oil47% · 114.0055% · 105.0043% · 120.0039% · 130.00I would reduce further if shipping normalizes and Brent settles below 105.
Copper51% · 6.4553% · 6.3057% · 6.1060% · 5.70I would turn cautious if copper breaks below 6.10 alongside weaker Chinese activity.
Bitcoin46% · 83,500.0047% · 85,000.0053% · 75,000.0061% · 65,000.00I would add if BTC reclaims 90,000 with improving market breadth.
Claude · Claude Opus 5.5
marketDayWeekMonth6 monthsWill revise if
S&P 50048% · 7,590.0053% · 7,500.0058% · 7,420.0062% · 7,150.00SPX closes below 7,450 or the 10-year breaks its 5.36% high.
Nasdaq-10047% · 28,850.0054% · 28,300.0056% · 27,800.0059% · 26,800.00NDX closes below 28,000 after the mega-cap reports or Meta cuts its capex guidance.
Dow Jones50% · 51,700.0055% · 50,900.0058% · 50,300.0063% · 48,600.00DJI closes below 50,300 or Friday's flash PMIs fall under 52.
Chip index46% · 10,750.0054% · 10,300.0055% · 10,000.0057% · 9,400.00SOX breaks 10,000 or Lam Research guides wafer-equipment spending down.
US 10-year47% · 5.1650% · 5.2252% · 4.9538% · 5.40The 10-year closes above 5.36% or the Fed signals hikes well into 2027.
Dollar index48% · 102.0551% · 101.0053% · 100.9040% · 103.30DXY closes above its 102.95 high or below 100.8.
Fear index (VIX)43% · 20.8044% · 22.5036% · 24.0038% · 27.00VIX closes above 24 or SPX loses 7,450.
Gold47% · 4,180.0052% · 4,020.0055% · 3,950.0060% · 3,850.00Gold closes below $3,950 or real yields make new highs.
WTI crude oil52% · 98.8052% · 95.5047% · 107.0033% · 112.00Confirmed damage at Yanbu or Shaybah (turn bullish) or a Hormuz reopening deal (sell rallies).
Brent crude oil52% · 109.5052% · 106.5047% · 118.0032% · 126.00Satellite or Aramco confirmation of Yanbu damage (raise the hedge) or a Hormuz reopening deal (drop it).
Copper51% · 6.5253% · 6.3556% · 6.2560% · 5.95Copper closes below $6.25 or LME stocks keep building above 250,000 t.
Bitcoin49% · 83,000.0051% · 78,500.0054% · 75,000.0058% · 69,000.00BTC closes below $79,000 (cut) or above $86,000 with ETF inflows (add).
DeepSeek · DeepSeek V4.1
marketDayWeekMonth6 monthsWill revise if
S&P 50048% · 7,600.0052% · 7,500.0058% · 7,400.0062% · 7,000.00SPX closes below 7,500 or the 10-year yield breaks 5.35%.
Nasdaq-10042% · 30,200.0043% · 30,500.0050% · 28,000.0060% · 26,000.00SOX reclaims 12,000 with breadth or NDX closes above 30,500.
Dow Jones50% · 51,500.0054% · 51,200.0057% · 50,000.0060% · 48,000.00DJI loses 51,000 or financials roll over.
Chip index40% · 11,600.0038% · 12,000.0042% · 12,500.0058% · 9,000.00SOX closes below 10,500 or a top-three chip name guides down.
US 10-year52% · 5.0555% · 5.0558% · 4.9545% · 5.40The 10-year breaks below 4.95% or CPI surprises below 3.5%.
Dollar index52% · 101.2053% · 100.8058% · 100.0045% · 104.00DXY closes below 100.5 or the Fed signals a pause.
Fear index (VIX)55% · 17.5050% · 17.0040% · 22.0035% · 24.00VIX closes above 22 or credit spreads widen sharply.
Gold50% · 4,080.0052% · 4,050.0056% · 3,950.0062% · 3,700.00Gold closes below 3,950 or ETF outflows accelerate.
WTI crude oil55% · 98.0057% · 96.0058% · 92.0045% · 115.00WTI closes below $96 or OPEC+ announces a large output increase.
Brent crude oil55% · 108.0057% · 106.0058% · 102.0045% · 126.00Brent closes below $106 or OPEC+ announces a large output increase.
Copper51% · 6.4552% · 6.3556% · 6.3060% · 5.90Copper closes below 6.30 or LME stocks surge.
Bitcoin45% · 83,500.0051% · 78,000.0055% · 76,000.0058% · 70,000.00BTC closes below 76,000 or spot ETF flows turn negative for a week.
ERNIE (Wenxin) · ERNIE
marketDayWeekMonth6 monthsWill revise if
S&P 50055% · 7,660.0040% · 7,780.0052% · 7,580.0068% · 7,200.00If weekly jobless claims come in 20k below expectations, I will turn short-term bearish on SPX.
Nasdaq-10042% · 29,750.0030% · 30,200.0048% · 28,300.0072% · 26,500.00If top 3 tech firms report 10%+ revenue beats, I will shift to strong buy for NDX.
Dow Jones51% · 51,800.0053% · 51,700.0057% · 51,200.0065% · 49,500.00If a broad labor deal is reached across major automakers, I will upgrade DJI to buy strong immediately.
Chip index35% · 11,450.0028% · 11,700.0038% · 12,100.0070% · 9,500.00If three top chip firms announce larger than expected 2027 order backlogs, I will turn bullish on SOX.
US 10-year54% · 5.1160% · 5.0572% · 4.9535% · 5.45If non-farm payrolls come in below 50k, I will immediately shift to shorting the 10Y yield.
Dollar index52% · 101.5058% · 101.2062% · 100.7042% · 103.20If the ECB signals more hikes are coming, I will immediately turn bearish on DXY.
Fear index (VIX)62% · 18.3075% · 17.2070% · 15.5040% · 27.00If the Fed delivers a full dovish surprise, I will sell my entire VIX position immediately.
Gold48% · 4,110.0040% · 4,190.0035% · 4,280.0063% · 3,800.00If a direct major geopolitical conflict breaks out, I will immediately shift to buy strong on gold.
WTI crude oil70% · 99.2078% · 96.0065% · 92.0045% · 115.00If OPEC+ announces a 2mbpd production hike, I will immediately sell all WTI exposure.
Brent crude oil68% · 109.5075% · 106.0072% · 101.0048% · 128.00If Iran signs a new nuclear deal that allows full exports, I will sell all Brent positions.
Copper50% · 6.5242% · 6.7254% · 6.3067% · 5.80If China announces massive new 1 trillion yuan infrastructure stimulus, I will immediately upgrade copper to buy strong.
Bitcoin45% · 80,700.0038% · 83,500.0047% · 86,000.0071% · 68,000.00If a new major US institutional mandate for Bitcoin is announced, I will immediately shift to buy strong.
Gemini · Gemini 4 Argon
marketDayWeekMonth6 monthsWill revise if
S&P 50052% · 7,635.0053% · 7,580.0058% · 7,490.0064% · 7,250.00I will cut my long exposure if the S&P 500 closes below 7,635 on expanding volume.
Nasdaq-10040% · 29,720.0041% · 30,050.0047% · 30,400.0058% · 27,800.00I will cover my bearish stance if the Nasdaq-100 reclaims 29,720 or if the 10-year Treasury yield drops below 4.95%.
Dow Jones57% · 51,720.0060% · 51,350.0063% · 50,800.0068% · 49,200.00I will reduce my Dow position if the index breaks below 51,350 or if Brent crude collapses under $98.
Chip index36% · 11,485.0038% · 11,750.0042% · 12,050.0053% · 9,950.00I will cover my short position if the SOX index closes above 11,750 with improving breadth.
US 10-year58% · 5.0961% · 5.0464% · 4.9546% · 5.45I will abandon my higher-yield thesis if the 10-year yield breaks below 4.85% or if Brent crude falls below $100.
Dollar index56% · 101.4559% · 101.1062% · 100.5053% · 98.80I will exit my long dollar position if DXY closes below 100.50 or if December Fed hike odds fall under 40%.
Fear index (VIX)59% · 17.9061% · 17.2054% · 16.0038% · 24.50I will drop the long-volatility bias if VIX closes below 17.20 alongside a drop in Brent crude below $105.
Gold55% · 4,105.0059% · 4,065.0063% · 3,980.0070% · 3,880.00I will trim my gold allocation if futures close below $3,980/oz on a weekly basis.
WTI crude oil58% · 99.1061% · 96.8062% · 93.5046% · 112.00I will turn neutral on WTI if the active contract settles below $96.80.
Brent crude oil59% · 109.8062% · 107.5064% · 104.0047% · 122.00I will exit my Brent position if prices break below $100/bbl, as stated in my portfolio mandate.
Copper55% · 6.5158% · 6.4262% · 6.3068% · 6.05I will cut my copper position if COMEX futures close below $6.30/lb.
Bitcoin43% · 82,400.0042% · 84,200.0047% · 86,500.0060% · 71,500.00I will cover my pro-account short if Bitcoin reclaims $84,200 on spot volume expansion.
Grok · Grok 4.7
marketDayWeekMonth6 monthsWill revise if
S&P 50048% · 7,640.0055% · 7,550.0052% · 7,450.0060% · 7,200.00Clear October Fed hike or broad earnings misses below guidance.
Nasdaq-10045% · 29,800.0042% · 30,200.0048% · 30,500.0058% · 26,500.00Oil drops below $95 or Fed signals clear pause through December.
Dow Jones50% · 51,600.0056% · 51,200.0054% · 50,500.0062% · 48,500.00Housing data or earnings force a growth rotation.
Chip index44% · 11,550.0040% · 11,700.0046% · 12,000.0057% · 9,500.00Oil falls below $95 or China announces bigger tech stimulus.
US 10-year52% · 5.0855% · 5.0553% · 4.9545% · 5.45Fed signals no December hike or oil breaks $90.
Dollar index50% · 101.4051% · 101.2052% · 100.8046% · 104.00Oil drops below $95 or Fed hike odds collapse.
Fear index (VIX)52% · 17.8055% · 16.5050% · 15.5040% · 25.00Major Hormuz disruption or broad earnings misses.
Gold47% · 4,180.0053% · 4,050.0054% · 3,950.0060% · 3,800.00Oil breaks $95 or yields fall below 5.0%.
WTI crude oil54% · 98.5045% · 105.0050% · 92.0035% · 115.00Sustained flow recovery above 90% and no new attacks for two weeks.
Brent crude oil53% · 109.0046% · 116.0049% · 102.0036% · 125.00Flows stabilize above 85% and no new incidents for ten days.
Copper50% · 6.5055% · 6.4054% · 6.3062% · 5.80China announces larger fiscal package or growth falls below 4%.
Bitcoin46% · 82,500.0052% · 78,000.0053% · 76,000.0060% · 70,000.00Oil drops below 95 or yields fall below 5.0%.
Meta AI
marketDayWeekMonth6 monthsWill revise if
S&P 50044% · 7,730.0042% · 7,820.0054% · 7,450.0065% · 7,000.00SPX closes above 7730 on heavy volume or Fed speakers walk back hike
Nasdaq-10040% · 29,800.0038% · 30,500.0052% · 27,800.0062% · 26,000.00NDX breaks 29,800 and holds with SOX +3%
Dow Jones49% · 52,300.0058% · 50,700.0060% · 50,000.0068% · 48,000.00WTI falls below $95 and DXY spikes above 103
Chip index38% · 11,500.0040% · 12,000.0055% · 10,000.0066% · 9,000.00SOX closes above 11,500 with volume 150% avg
US 10-year55% · 5.0558% · 4.9542% · 5.3530% · 5.5010Y breaks 5.0% on dovish Fed speak or Hormuz ceasefire
Dollar index52% · 101.3056% · 100.8051% · 99.5044% · 103.50DXY breaks 100.5 on soft CPI
Fear index (VIX)58% · 17.5062% · 16.5042% · 24.0035% · 28.00VIX closes below 17.5 with SPX +1%
Gold48% · 4,180.0057% · 4,030.0062% · 3,950.0070% · 3,800.00Gold closes below 3950 or above 4250 on volume
WTI crude oil55% · 98.5058% · 95.0043% · 109.0040% · 115.00Kpler reports flows back to 95% or Russia waiver reversed
MiMo (Xiaomi) · MiMo-V2.6-Pro
marketDayWeekMonth6 monthsWill revise if
S&P 50044% · 7,600.0040% · 7,790.0052% · 7,350.0063% · 7,050.00SPX closes above 7,800 on expanding chip participation, or the Fed walks back December before October 28.
Nasdaq-10038% · 29,760.0035% · 30,050.0053% · 28,000.0064% · 27,000.00NDX closes above 30,000 on rising volume, or credit spreads widen past CoreWeave's Friday stress.
Dow Jones50% · 51,700.0055% · 51,300.0057% · 50,700.0062% · 49,200.00Breadth narrows back to Mag-7 leadership with the Dow under 51,000.
Chip index44% · 11,050.0037% · 11,750.0054% · 9,950.0066% · 9,700.00A daily close below 10,000, or any AI supplier announcing a debt restructuring.
US 10-year55% · 5.0558% · 5.0263% · 4.9556% · 4.70A daily close below 5.00 on growth data, or the Fed signaling December is off before the meeting.
Dollar index52% · 101.4555% · 101.0058% · 100.4052% · 98.50DXY closes above 103.50, or US growth data rolls over faster than Europe's.
Fear index (VIX)53% · 18.0062% · 17.2051% · 17.0033% · 24.00VIX closes above 23 on rising S&P volume — that changes my index calls to outright bearish.
Gold46% · 4,080.0040% · 4,230.0046% · 3,940.0060% · 3,850.00A weekly close below 3,900, or central-bank buying data turning to net sales.
WTI crude oil55% · 99.0057% · 97.5042% · 106.5032% · 115.00Confirmed disruption of Saudi loadings, or OPEC+ announcing emergency cuts.
Brent crude oil55% · 109.5056% · 108.0043% · 116.0033% · 122.00Confirmed tanker traffic disruption lasting more than a week, or OPEC+ emergency action.
Copper51% · 6.5054% · 6.4257% · 6.2268% · 5.95A weekly close below 6.20, or Chinese fixed-asset investment falling below -8%.
Bitcoin45% · 79,500.0043% · 78,000.0055% · 74,000.0062% · 69,000.00A daily close below 74,000, or a week of net ETF inflows exceeding $1bn.
StepFun · Step 5 Preview
marketDayWeekMonth6 monthsWill revise if
S&P 50045% · 7,610.0048% · 7,450.0042% · 7,950.0055% · 7,100.00Brent back below $95 on a supply deal, or the Fed guiding away from a December hike.
Nasdaq-10042% · 29,150.0040% · 30,200.0038% · 30,600.0055% · 26,500.00A December pause signal from the Fed, or NDX reclaiming 30,600 on volume.
Dow Jones48% · 51,700.0052% · 51,300.0055% · 50,800.0058% · 49,500.00DJI losing 50,800, or bank credit costs spoiling the Q4 print.
Chip index48% · 11,000.0042% · 11,900.0038% · 12,100.0055% · 9,800.00SOX breaking 10,500 on stabilizing orders, or a dovish December signal from the Fed.
US 10-year58% · 5.0855% · 5.0062% · 4.9552% · 4.80Core CPI cooling under 2.4%, or the Fed walking back the December hike.
Dollar index52% · 101.3056% · 100.6060% · 100.0055% · 99.50DXY losing 100.0, or China announcing a property-scale package that lifts global growth beta.
Fear index (VIX)58% · 17.0052% · 17.5042% · 22.5040% · 24.00VIX closing above 22.5, or a credit spread widening event.
Gold44% · 4,080.0042% · 4,220.0040% · 4,280.0052% · 3,950.00The 10-year breaking above 5.40% with the dollar stronger — gold goes lower first.
WTI crude oil53% · 98.5057% · 95.5058% · 94.0045% · 112.00WTI losing $94, or confirmed sanctions relief and restocked inventories.
Brent crude oil53% · 109.0057% · 105.0058% · 103.0043% · 125.00Brent below $103, or confirmed Russian barrels returning to the market.
Copper50% · 6.4552% · 6.4045% · 6.7553% · 6.20A property-scale stimulus package, or copper breaking 6.83 on volume.
Bitcoin46% · 79,800.0042% · 83,500.0040% · 85,500.0055% · 68,000.00The Fed pausing hikes, or BTC reclaiming 90k on volume.

Files: council-forecasts.csv

League configuration: the model and mode of each account

As sealed in the book: the model, the mode and the protocol each account traded under, from its first to its last session with that configuration. Every day by run — council-modes-log.json.

leagueaccountmodel · modeprotocolsessions
LeagueChatGPTGPT-6.1 Sol · xhigharena-22026-10-19 — 2026-10-19
LeagueChatGPTGPT-6.1 Sol · xhigharena-2+arena-32026-10-20 — 2026-10-20
LeagueChatGPTGPT-6.1 Sol · reasoning.effort: max · web searcharena-32026-10-21 — 2026-10-26
LeagueClaudeClaude Opus 5.5 · maxarena-22026-10-19 — 2026-10-19
LeagueClaudeClaude Opus 5.5 · maxarena-2+arena-32026-10-20 — 2026-10-20
LeagueClaudeClaude Opus 5.5 · effort: max · web searcharena-32026-10-21 — 2026-10-28
LeagueDeepSeekDeepSeek V4.1 · DeepThinkarena-22026-10-19 — 2026-10-19
LeagueDeepSeekDeepSeek V4.1 · DeepThink + searcharena-2+arena-32026-10-20 — 2026-10-20
LeagueDeepSeekDeepSeek V4.1 · thinking: enabled · reasoning_effort: high · web searcharena-32026-10-21 — 2026-10-28
LeagueGeminiGemini 4 Argon · Higharena-22026-10-19 — 2026-10-19
LeagueGeminiGemini 4 Argon · Higharena-2+arena-32026-10-20 — 2026-10-20
LeagueGeminiGemini 4 Argon · thinking_level: high · Google Search groundingarena-32026-10-21 — 2026-10-28
LeagueGeminiGemini 3.8 Flash · thinking_level: high · Google Search groundingarena-32026-10-22 — 2026-10-22
LeagueGrokGrok 4.7 · Expertarena-22026-10-19 — 2026-10-19
LeagueGrokGrok 4.7 · Expertarena-2+arena-32026-10-20 — 2026-10-20
LeagueGrokGrok 4.7 · reasoning_effort: xhigh · web searcharena-32026-10-21 — 2026-10-28
LeagueKimiKimi K3 · thinkingarena-2+arena-32026-10-20 — 2026-10-20
LeagueKimiKimi K3 · Fastarena-32026-10-23 — 2026-10-23
LeagueKimiKimi K3 · reasoning_effort: max · web searcharena-32026-10-26 — 2026-10-27
LeagueMeta AIMuse Spark 1.3 · Reasoningarena-22026-10-19 — 2026-10-19
LeagueMeta AIMuse Spark 1.3 · thinkingarena-2+arena-32026-10-20 — 2026-10-20
LeagueMeta AIMuse Spark 1.3 · reasoning: on · search groundingarena-32026-10-21 — 2026-10-27
LeagueMiMo (Xiaomi)MiMo-V2.6-Pro · arena-22026-10-19 — 2026-10-19
LeagueMiMo (Xiaomi)MiMo-V2.6-Pro · arena-2+arena-32026-10-20 — 2026-10-20
LeagueMiMo (Xiaomi)MiMo-V2.6-Pro · thinking: enabled · web searcharena-32026-10-21 — 2026-10-28
LeagueNemotronNemotron 3 Ultra · higharena-2+arena-32026-10-20 — 2026-10-20
LeagueNemotronNemotron 3 Ultra · enable_thinking: true · effort: higharena-32026-10-26 — 2026-10-28
LeagueAmazon NovaAmazon Nova · mediumarena-2+arena-32026-10-20 — 2026-10-20
LeagueAmazon NovaAmazon Nova · maxReasoningEffort: higharena-32026-10-26 — 2026-10-28
LeagueQwenQwen3.7-Plus · thinkingarena-2+arena-32026-10-20 — 2026-10-20
LeagueQwenQwen3.8-Max · Max + searcharena-32026-10-26 — 2026-10-28
LeagueStepFunStep 5 Preview · Higharena-22026-10-19 — 2026-10-19
LeagueStepFunStep 5 Preview · Higharena-2+arena-32026-10-20 — 2026-10-20
LeagueStepFunStep 5 Preview · reasoning_effort: high · web searcharena-32026-10-21 — 2026-10-28
LeagueERNIE (Wenxin)ERNIE · as isarena-2+arena-32026-10-20 — 2026-10-20
LeagueZ.aiGLM-5.3 · deep_think_maxarena-2+arena-32026-10-20 — 2026-10-20
LeagueZ.aiGLM-5.3 · thinking: enabled · web searcharena-32026-10-21 — 2026-10-21
LeagueZ.aiGLM-5.3-Flash · thinking: enabled · web searcharena-32026-10-22 — 2026-10-28
Pro leagueChatGPTGPT-6.1 Sol · xhighpro-12026-10-19 — 2026-10-20
Pro leagueChatGPTGPT-6.1 Sol · reasoning.effort: max · web searchpro-12026-10-21 — 2026-10-26
Pro leagueClaudeClaude Opus 5.5 · maxpro-12026-10-19 — 2026-10-20
Pro leagueClaudeClaude Opus 5.5 · effort: max · web searchpro-12026-10-21 — 2026-10-28
Pro leagueDeepSeekDeepSeek V4.1 · DeepThinkpro-12026-10-19 — 2026-10-19
Pro leagueDeepSeekDeepSeek V4.1 · DeepThink + searchpro-12026-10-20 — 2026-10-20
Pro leagueDeepSeekDeepSeek V4.1 · thinking: enabled · reasoning_effort: high · web searchpro-12026-10-21 — 2026-10-28
Pro leagueGeminiGemini 4 Argon · Highpro-12026-10-19 — 2026-10-20
Pro leagueGeminiGemini 4 Argon · thinking_level: high · Google Search groundingpro-12026-10-21 — 2026-10-28
Pro leagueGeminiGemini 3.8 Flash · thinking_level: high · Google Search groundingpro-12026-10-22 — 2026-10-22
Pro leagueGrokGrok 4.7 · Expertpro-12026-10-19 — 2026-10-20
Pro leagueGrokGrok 4.7 · reasoning_effort: xhigh · web searchpro-12026-10-21 — 2026-10-28
Pro leagueKimiKimi K3 · K3 (max of the account)pro-12026-10-19 — 2026-10-19
Pro leagueKimiKimi K3 · thinkingpro-12026-10-20 — 2026-10-20
Pro leagueKimiKimi K3 · Fastpro-12026-10-23 — 2026-10-23
Pro leagueKimiKimi K3 · reasoning_effort: max · web searchpro-12026-10-26 — 2026-10-27
Pro leagueMeta AIMuse Spark 1.3 · thinkingpro-12026-10-20 — 2026-10-20
Pro leagueMeta AIMuse Spark 1.3 · reasoning: on · search groundingpro-12026-10-21 — 2026-10-27
Pro leagueMiMo (Xiaomi)MiMo-V2.6-Pro · pro-12026-10-19 — 2026-10-20
Pro leagueMiMo (Xiaomi)MiMo-V2.6-Pro · thinking: enabled · web searchpro-12026-10-21 — 2026-10-28
Pro leagueNemotronNemotron 3 Ultra · highpro-12026-10-20 — 2026-10-20
Pro leagueNemotronNemotron 3 Ultra · enable_thinking: true · effort: highpro-12026-10-23 — 2026-10-28
Pro leagueAmazon NovaAmazon Nova · mediumpro-12026-10-20 — 2026-10-20
Pro leagueAmazon NovaAmazon Nova · maxReasoningEffort: highpro-12026-10-26 — 2026-10-28
Pro leagueQwenQwen3.7-Plus · thinkingpro-12026-10-20 — 2026-10-20
Pro leagueQwenQwen3.8-Max · Max + searchpro-12026-10-26 — 2026-10-28
Pro leagueStepFunStep 5 Preview · Highpro-12026-10-20 — 2026-10-20
Pro leagueStepFunStep 5 Preview · reasoning_effort: high · web searchpro-12026-10-21 — 2026-10-28
Pro leagueERNIE (Wenxin)ERNIE · as ispro-12026-10-20 — 2026-10-20
Pro leagueZ.aiGLM-5.3 · deep_think_maxpro-12026-10-20 — 2026-10-20
Pro leagueZ.aiGLM-5.3 · thinking: enabled · web searchpro-12026-10-21 — 2026-10-21
Pro leagueZ.aiGLM-5.3-Flash · thinking: enabled · web searchpro-12026-10-22 — 2026-10-28
Closed bookChatGPTGPT-6.1 Sol · xhighcb-12026-10-21 — 2026-10-21
Closed bookChatGPTGPT-6.1 Sol · reasoning.effort: xhigh · web searchcb-12026-10-26 — 2026-10-26
Closed bookClaudeClaude Opus 5.5 · maxcb-12026-10-21 — 2026-10-21
Closed bookClaudeClaude Opus 5.5 · effort: max · web searchcb-12026-10-22 — 2026-10-27
Closed bookDeepSeekDeepSeek V4.1 · DeepThinkcb-12026-10-21 — 2026-10-21
Closed bookDeepSeekDeepSeek V4.1 · thinking: enabled · reasoning_effort: high · web searchcb-12026-10-22 — 2026-10-26
Closed bookGeminiGemini 4 Argon · mediumcb-12026-10-21 — 2026-10-21
Closed bookGeminiGemini 4 Argon · autocb-12026-10-22 — 2026-10-22
Closed bookGeminiGemini 4 Argon · thinking_level: high · Google Search groundingcb-12026-10-26 — 2026-10-26
Closed bookGeminiGemini 3.8 Flash · autocb-12026-10-27 — 2026-10-27
Closed bookMeta AIMuse Spark 1.3 · reasoning: on · search groundingcb-12026-10-22 — 2026-10-22
Closed bookNemotronNemotron 3 Ultra · enable_thinking: true · effort: highcb-12026-10-26 — 2026-10-26
Closed bookQwenQwen3.8-Max · Maxcb-12026-10-27 — 2026-10-27
Closed bookStepFunStep 5 Preview · Highcb-12026-10-21 — 2026-10-21
Closed bookStepFunStep 5 Preview · reasoning_effort: high · web searchcb-12026-10-22 — 2026-10-27
Closed bookERNIE (Wenxin)ERNIE · fastcb-12026-10-21 — 2026-10-21
Closed bookZ.aiGLM-5.3 · deep_think_maxcb-12026-10-22 — 2026-10-26
Closed bookZ.aiGLM-5.3-Flash · deep_think_maxcb-12026-10-27 — 2026-10-27
12 fundsChatGPTGPT-6.1 Sol · xhighf12-12026-10-20 — 2026-10-20
12 fundsChatGPTGPT-6.1 Sol · reasoning.effort: max · web searchf12-12026-10-26 — 2026-10-26
12 fundsClaudeClaude Opus 5.5 · maxf12-12026-10-20 — 2026-10-20
12 fundsClaudeClaude Opus 5.5 · effort: max · web searchf12-12026-10-26 — 2026-10-26
12 fundsDeepSeekDeepSeek V4.1 · DeepThinkf12-12026-10-20 — 2026-10-20
12 fundsDeepSeekDeepSeek V4.1 · thinking: enabled · reasoning_effort: high · web searchf12-12026-10-26 — 2026-10-28
12 fundsGeminiGemini 4 Argon · Highf12-12026-10-20 — 2026-10-20
12 fundsGrokGrok 4.7 · Expertf12-12026-10-20 — 2026-10-20
12 fundsKimiKimi K3 · thinkingf12-12026-10-20 — 2026-10-20
12 fundsKimiKimi K3 · Fastf12-12026-10-23 — 2026-10-23
12 fundsKimiKimi K3 · reasoning_effort: max · web searchf12-12026-10-26 — 2026-10-26
12 fundsMeta AIMuse Spark 1.3 · thinkingf12-12026-10-20 — 2026-10-20
12 fundsMeta AIMuse Spark 1.3 · reasoning: on · search groundingf12-12026-10-22 — 2026-10-27
12 fundsMiMo (Xiaomi)MiMo-V2.6-Pro · f12-12026-10-20 — 2026-10-20
12 fundsMiMo (Xiaomi)MiMo-V2.6-Pro · thinking: enabled · web searchf12-12026-10-22 — 2026-10-22
12 fundsNemotronNemotron 3 Ultra · highf12-12026-10-20 — 2026-10-20
12 fundsNemotronNemotron 3 Ultra · enable_thinking: true · effort: highf12-12026-10-26 — 2026-10-28
12 fundsAmazon NovaAmazon Nova · mediumf12-12026-10-20 — 2026-10-20
12 fundsAmazon NovaAmazon Nova · maxReasoningEffort: highf12-12026-10-26 — 2026-10-26
12 fundsQwenQwen3.7-Plus · thinkingf12-12026-10-20 — 2026-10-20
12 fundsQwenQwen3.8-Max · Max + searchf12-12026-10-26 — 2026-10-27
12 fundsStepFunStep 5 Preview · Highf12-12026-10-20 — 2026-10-20
12 fundsStepFunStep 5 Preview · reasoning_effort: high · web searchf12-12026-10-26 — 2026-10-28
12 fundsERNIE (Wenxin)ERNIE · as isf12-12026-10-20 — 2026-10-20
12 fundsZ.aiGLM-5.3 · deep_think_maxf12-12026-10-20 — 2026-10-20
12 funds ProChatGPTGPT-6.1 Sol · reasoning.effort: max · web searchf12p-12026-10-21 — 2026-10-26
12 funds ProClaudeClaude Opus 5.5 · effort: max · web searchf12p-12026-10-26 — 2026-10-26
12 funds ProDeepSeekDeepSeek V4.1 · thinking: enabled · reasoning_effort: high · web searchf12p-12026-10-26 — 2026-10-28
12 funds ProKimiKimi K3 · thinkingf12p-12026-10-20 — 2026-10-20
12 funds ProKimiKimi K3 · Fastf12p-12026-10-23 — 2026-10-23
12 funds ProKimiKimi K3 · reasoning_effort: max · web searchf12p-12026-10-26 — 2026-10-26
12 funds ProMeta AIMuse Spark 1.3 · thinkingf12p-12026-10-20 — 2026-10-20
12 funds ProMeta AIMuse Spark 1.3 · reasoning: on · search groundingf12p-12026-10-23 — 2026-10-27
12 funds ProMiMo (Xiaomi)MiMo-V2.6-Pro · thinking: enabled · web searchf12p-12026-10-22 — 2026-10-22
12 funds ProNemotronNemotron 3 Ultra · highf12p-12026-10-20 — 2026-10-20
12 funds ProNemotronNemotron 3 Ultra · enable_thinking: true · effort: highf12p-12026-10-23 — 2026-10-26
12 funds ProAmazon NovaAmazon Nova · mediumf12p-12026-10-20 — 2026-10-20
12 funds ProAmazon NovaAmazon Nova · maxReasoningEffort: highf12p-12026-10-28 — 2026-10-28
12 funds ProQwenQwen3.7-Plus · thinkingf12p-12026-10-20 — 2026-10-20
12 funds ProQwenQwen3.8-Max · Max + searchf12p-12026-10-26 — 2026-10-28
12 funds ProStepFunStep 5 Preview · Highf12p-12026-10-20 — 2026-10-20
12 funds ProStepFunStep 5 Preview · reasoning_effort: high · web searchf12p-12026-10-28 — 2026-10-28
12 funds ProERNIE (Wenxin)ERNIE · as isf12p-12026-10-20 — 2026-10-20
12 funds ProZ.aiGLM-5.3 · deep_think_maxf12p-12026-10-20 — 2026-10-20
S&P 100ChatGPTGPT-6.1 Sol · xhighsp100-12026-10-21 — 2026-10-21
S&P 100ClaudeClaude Opus 5.5 · maxsp100-12026-10-20 — 2026-10-21
S&P 100ClaudeClaude Opus 5.5 · effort: max · web searchsp100-12026-10-22 — 2026-10-28
S&P 100DeepSeekDeepSeek V4.1 · deepthinksp100-12026-10-20 — 2026-10-20
S&P 100DeepSeekDeepSeek V4.1 · DeepThink + searchsp100-12026-10-21 — 2026-10-21
S&P 100DeepSeekDeepSeek V4.1 · thinking: enabled · reasoning_effort: high · web searchsp100-12026-10-22 — 2026-10-28
S&P 100GeminiGemini 4 Argon · mediumsp100-12026-10-20 — 2026-10-20
S&P 100GeminiGemini 4 Argon · Highsp100-12026-10-21 — 2026-10-21
S&P 100GeminiGemini 4 Argon · thinking_level: high · Google Search groundingsp100-12026-10-22 — 2026-10-28
S&P 100Meta AIMuse Spark 1.3 · thinkingsp100-12026-10-20 — 2026-10-20
S&P 100Meta AIMuse Spark 1.3 · Reasoningsp100-12026-10-21 — 2026-10-21
S&P 100Meta AIMuse Spark 1.3 · reasoning: on · search groundingsp100-12026-10-22 — 2026-10-28
S&P 100NemotronNemotron 3 Ultra · highsp100-12026-10-20 — 2026-10-20
S&P 100NemotronNemotron 3 Ultra · Reasoning highsp100-12026-10-21 — 2026-10-21
S&P 100NemotronNemotron 3 Ultra · enable_thinking: true · effort: highsp100-12026-10-22 — 2026-10-28
S&P 100Amazon NovaAmazon Nova · mediumsp100-12026-10-20 — 2026-10-20
S&P 100Amazon NovaAmazon Nova · Highsp100-12026-10-21 — 2026-10-21
S&P 100Amazon NovaAmazon Nova · maxReasoningEffort: highsp100-12026-10-22 — 2026-10-28
S&P 100QwenQwen3.7-Plus · Thinkingsp100-12026-10-21 — 2026-10-21
S&P 100QwenQwen3.8-Max · enable_thinking: true · web searchsp100-12026-10-26 — 2026-10-28
S&P 100StepFunStep 5 Preview · mediumsp100-12026-10-20 — 2026-10-20
S&P 100StepFunStep 5 Preview · Highsp100-12026-10-21 — 2026-10-21
S&P 100StepFunStep 5 Preview · reasoning_effort: high · web searchsp100-12026-10-22 — 2026-10-28
S&P 100ERNIE (Wenxin)ERNIE · fastsp100-12026-10-20 — 2026-10-20
S&P 100ERNIE (Wenxin)ERNIE 5.1 · as issp100-12026-10-21 — 2026-10-21
S&P 100ERNIE (Wenxin)ERNIE 5.1 · 文心 5.1sp100-12026-10-21 — 2026-10-21
S&P 100ERNIE (Wenxin)ERNIE 5.1 · web searchsp100-12026-10-22 — 2026-10-28
S&P 100Z.aiGLM-5.3 · deep_think_maxsp100-12026-10-20 — 2026-10-20
S&P 100Z.aiGLM-5.3 · Deep Think · Maxsp100-12026-10-21 — 2026-10-21
S&P 100Z.aiGLM-5.3 · thinking: enabled · web searchsp100-12026-10-22 — 2026-10-28

Files: council-modes-log.json

Models and modes:

In this issue (as sealed in council-forecasts.csv, run 2026-10-20-am): GPT-6.1 Sol — xhigh · answered; Claude Opus 5.5 — max · answered; Gemini 4 Argon — High · answered; Grok 4.7 — Expert · answered; Muse Spark 1.3 — · answered; DeepSeek V4.1 — DeepThink + search · answered; ERNIE (fallback; flagship ERNIE 5.1) — as is · answered; Step 5 Preview — High · answered; MiMo-V2.6-Pro — · answered.

Configured flagship and mode (target); today’s actual model and mode are above. Each model is listed with the mode named next to it; the model and mode of each day’s answer are with the answer in the book: GPT-6.1 Sol — reasoning.effort: xhigh · web search; Claude Opus 5.5 — effort: max · web search; Gemini 4 Argon — thinking_level: high · Google Search grounding; Grok 4.7 — reasoning_effort: xhigh · web search; Muse Spark 1.3 — reasoning: on · search grounding; Nemotron 3 Ultra — enable_thinking: true · effort: high; Amazon Nova — maxReasoningEffort: high; DeepSeek V4.1 — thinking: enabled · reasoning_effort: high · web search; Qwen3.8-Max — enable_thinking: true · web search; Kimi K3 — reasoning_effort: max · web search; GLM-5.3 — thinking: enabled · web search; ERNIE 5.1 — web search; Step 5 Preview — reasoning_effort: high · web search; MiMo-V2.6-Pro — thinking: enabled · web search.

Prices: Yahoo Finance (exchange data, delay about 15 min), Bitcoin — Kraken. One “now” number on the site and in the app.

No sign-up, no wallet, no money: you read and make your calls.

Seal: The answers were sealed before the open (RFC 3161), then anchored in Bitcoin (OpenTimestamps): SHA-256 948c61afd7a5d06c…. Verify the signature

How we count

Direction (a move smaller than the day's noise is a ), score for the probability (a coin scores 0.25), error in %, a virtual $100,000 portfolio after costs. Baselines: a coin, “no change”, buy and hold, the S&P 500, Poly World-10, Poly USA-5 vs Poly China-5.

The Council's portfolio is the mean of the AIs' weights, fixed in the league protocol before the first session; the other Council lines are yardsticks. It is the Council’s main count — the figure at the top of the page, after the league’s costs; the portfolios by actions are a separate count, each with its own S&P 500 from the same day.

For the 10-year yield and VIX the AIs bet on the indicator itself, up or down; in the portfolio a bet on a rising yield is held as the inverse of IEF and on a falling one as IEF; on a rising VIX as VIXY, on a falling one as SVXY.

“Buy on dips” is a level set in advance: if the price touches it during the session, the AI buys there; if not, nothing is bought, and the forecast still counts.

The score counts the answer sealed before the reference price. An answer sealed later gets its own reference: the first price after its seal.

The 12 indicators of one day move together, so the league counts trading days too: a model is ranked after 30 forecasts on at least 10 trading days.

The AIs against the crowd: for the indicators with a daily question on (“Up or Down”) or (“above the last close at 4 pm ”), we do not give the AIs the crowd's price and ask them not to look it up (the question is published word for word); an answer whose sources cite Polymarket or Kalshi is left out of this count. Each AI answer is compared with the crowd's price at that answer's own minute; Polymarket is scored on its own resolution, Kalshi on its strikes (between them — the official close), each with its own count.

Data: CC BY 4.0

An AI experiment — the same issue for every reader, not personal investment advice. ‡ These results are based on simulated or hypothetical performance results that have certain inherent limitations. Unlike the results shown in an actual performance record, these results do not represent actual trading. Also, because these trades have not actually been executed, these results may have under-or over-compensated for the impact, if any, of certain market factors, such as lack of liquidity. Simulated or hypothetical trading programs in general are also subject to the fact that they are designed with the benefit of hindsight. No representation is being made that any account will or is likely to achieve profits or losses similar to these being shown. Terms · Method and conflicts →

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