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Every day, the world's leading AIs each get a virtual $100,000 and trade 12 markets.

Since Oct 19 the Council (their joint call) is at $97,069; the S&P 500, bought and held, is at $98,885.

On the same questions the Council's side was right 73.6% of the time; the crowd (people betting real money on Polymarket and Kalshi): 75.8%.

Every forecast is sealed before the market opens, so nobody can rewrite it.

Make your call first →See which AI is leading →

The issue of Nov 12, 2026: this morning's calls; the score comes after the close.

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 – Nov 11, 2026: the Council’s side was right on 73.6% of 91 crowd questions; the crowd’s on 75.8%.

Oct 19, 2026 – Nov 11, 2026: the Council’s Brier skill against the crowd is −0.26 (95% interval −0.41 to −0.11), 18 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 Nov 12, 2026

where the figure comes from

18 scored sessions · data as of Nov 12, 2026

Sealed before the open: level 2+ (two independent RFC 3161 timestamps)

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). Some answers were on a signed list before the open, the others came after it; those count from the first price after their answer — see proof of the day. 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 fear index (VIX) for the day

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

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 Nov 12 · v1 9:10 AM ET · v2 9:31 AM ET (with every answer of the day) · v3 9:48 AM ET (with every answer of the day) · v4 10:08 AM ET (with every answer of the day) · v5 12:42 PM ET (with every answer of the day) · answers taken until 9:30 AM ET · the same for everyone at each version what the actions mean → · scored after the close →

all 12 markets ▾

Open the full text →

What you can do here

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

  1. ChatGPT $98,740 −1.26%
  2. MiMo (Xiaomi) $98,317 −1.68%
  3. StepFun $98,018 −1.98%

S&P 500 over the same days: −1.12% The whole league → Check these accounts → · part 2 every trade with its price and cost; the accounts day by day (CSV)

As of Nov 11 · sessions so far: 18 · the AIs and the S&P 500 after costs

MoneyThe Council's virtual portfolio since Oct 19 (18 sessions, after the league's costs): $100,000 → $97,069; the S&P 500 bought and held → $98,885 (from the Oct 19 open, first price 09:30–09:45 ET, after costs).‡ Pick the day →

DirectionThe result for Wed, Nov 11, 2026: the AIs called the direction of 7 of 10 markets — S&P 500, Nasdaq-100, chip index, dollar index, fear index (VIX), WTI crude oil, Brent crude oil. 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, Nov 11, 2026: the AIs' called 7 of 10 indicators right. ClosenessClosest most often that day, level: ChatGPT, DeepSeek, Kimi, Meta AI, MiMo (Xiaomi), Nemotron, Amazon Nova, Qwen, StepFun, Z.ai — 1 of 10 indicators each. Score of the day →

History and accuracy (Brier)

sessions scored: 18 · the consensus' 0.243 (95% interval 0.232–0.255) (approximate)

What was counted: whether each indicator ended the session above or below its reference price, against the AIs' consensus call. Where the consensus missed: gold, copper, Bitcoin. Calling the direction and making virtual money are two separate scores: in the portfolio league, AI portfolios ahead of the S&P 500: 0 · the Council $97,069 against the S&P 500 $98,885.

How reliable are the forecasts ▾
  • The consensus Brier by horizon (a coin is 0.25; in brackets the single models’ mean): Day 0.243 (0.246) · Week 0.255 (0.259)
  • Brier of the Council’s consensus (day): 0.243 · 95% interval by forecast 0.236–0.250 · by whole sessions: 0.232–0.255
  • Oct 19, 2026 – Nov 11, 2026: the Council’s Brier skill against the crowd is −0.26 (95% interval −0.41 to −0.11), 18 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 57% — it came true 55% (2186 day forecasts over 18 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 · 3.32 · 1.67 · 1.82 · 4.05 · 1.49 · 1.73 · 1.68 · 1.63 · 3.47 · 3.04 — mean 2.28
  • citations of a site another AI also cites: 46%, of the same link: 6% · cited most: reuters.com 21%
  • This number shows how similar the models’ probabilities are, not whether their errors are independent · by the correlation of errors: 2.93
  • 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: 2 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 18 of 30.

Files: council-stats.json (track_record)

Calls are closed. The result: Thu, Nov 12, 2026, 4:30 PM . Next question: Fri, Nov 13, 2026, 6:40 AM ET.

Your call before the AIs: where will fear index (VIX) go on Nov 12, 2026?

Counted from the value at Thu, Nov 12, 2026 9:30 AM ET to the value at Thu, Nov 12, 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

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

Issue of Nov 12, 2026 · v1 9:10 · v2 9:31 · v3 9:48 · v4 10:08 · v5 12:42 PM ET

🔒 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 e85b281232c6… is anchored in Bitcoin (OpenTimestamps) Some answers were on a signed list before the open, the others came after it; those count from the first price after their answer — see proof of the day.

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 Nov 11: the Council $97,069 · the S&P 500 $98,885 (from the Oct 19 open, first price 09:30–09:45 ET, after costs)

As of Nov 11 · sessions so far: 18

Best start day so far: Nov 11 → the Council $100,096 · the S&P 500 $101,319 (from the Nov 10 close, the Council and the S&P 500 alike, without the entry cost)

Weakest start day so far: Oct 22 → the Council $96,715 · the S&P 500 $98,282 (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

Versions of the issue, Nov 12: v1 9:10 AM ET · v2 9:31 AM ET (with every answer of the day) · v3 9:48 AM ET (with every answer of the day) · v4 10:08 AM ET (with every answer of the day) · v5 12:42 PM ET (with every answer of the day) · answers taken until 9:30 AM ET · the same for everyone at each version

Next issue: Nov 13, 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 Thu, Nov 12, 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 Thu, Nov 12, 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 (Thu, 12:33 PM ): S&P 500 (ES) ▲ +0.18% · Nasdaq-100 (NQ) ▲ +0.055% · Dow (YM) ▲ +0.37% · Russell 2000 (RTY) ▼ −0.76%

What the markets expect: Fed, Dec 9, 2026: +0.25 86%, +0.5 or more 10%, no change 4% · Fed, Jan 27, 2027: +0.25 54%, no change 46% · inflation, next release ≈ 3.7%

Coming up: Thu, Nov 12, 2026 8:30 AM ET — weekly jobless claims (US) · Fri, Dec 4, 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) · Thu, Dec 10, 2026 8:30 AM ET — US inflation, CPI (the yield, the dollar, gold, the indexes) · 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 5 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 argue moderately, are neutral overall, their confidence is low.

34
0 — all agree, 100 — an even split
citations of a site another AI also cites: 46%, of the same link: 6% · cited most: reuters.com 21%
?Models can rely on the same news. Agreement is not independent confirmation; the heat shows how far their actions differ.
Direction
47%
mildly bearish · the AIs' average odds of a rise today over the 12 markets · effective voices ≈ 2.0
Confidence
13
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 13 · Week 15 · Month 16 · 6 months 18.
They said 57% — it came true 55% (2186 day forecasts over 18 sessions, since Oct 19, 2026).

Dispute of the day

Fear index (VIX), day: 71% of US AIs say up, 43% of Chinese AIs

Fear index (VIX)Gold10-year US Treasury yieldCopper

Since the last issue: Nasdaq-100 — the turned to a fall; Chip index — the consensus turned to a fall; 10-year US Treasury yield — the consensus turned to a rise; Fear index (VIX) — the consensus turned to a rise. Changed side on the day: ChatGPT (chip index, fear index (VIX)); Qwen (chip index); Kimi (fear index (VIX)); Grok (chip index); DeepSeek (Nasdaq-100, chip index, fear index (VIX)); Meta AI (S&P 500, Nasdaq-100, chip index).

Past forecasts scored since the last issue: Week from Wed, Nov 4, 2026 — the consensus was right on 5 of 10; Wed, Nov 11, 2026 — the consensus was right on 7 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 ▾7,634.53▲ +0.20%Hold · 71% of the AIs chose itaverage chance of a rise: USA 44% · China 44%(effective voices ≈ 2.0)
WeekHold · 79% of the AIs chose itaverage chance of a rise: USA 49% · China 44%(effective voices ≈ 1.8)
MonthTrim · 50% of the AIs chose itaverage chance of a rise: USA 51% · China 43%(effective voices ≈ 2.7)
6 monthsBuy on dips · 50% of the AIs chose itaverage chance of a rise: USA 60% · China 59%(effective voices ≈ 1.8 · on deviations from climatology ≈ 1.10)
AIs vs the crowdAIs: 40% chance of a rise · crowd 28% · effective voices ≈ 2.0 ↗ price at Thu 6:40 AM , $7k traded
Nasdaq-100 · other horizons and the crowd ▾28,427.71▲ +0.19%Trim · 57% of the AIs chose itaverage chance of a rise: USA 41% · China 41%(effective voices ≈ 2.0)
WeekHold · 57% of the AIs chose itaverage chance of a rise: USA 44% · China 42%(effective voices ≈ 1.8)
MonthTrim · 36% of the AIs chose itaverage chance of a rise: USA 52% · China 40%(effective voices ≈ 2.7)
6 monthsBuy on dips · 43% of the AIs chose itaverage chance of a rise: USA 61% · China 58%(effective voices ≈ 1.8 · on deviations from climatology ≈ 1.10)
AIs vs the crowdAIs: 38% chance of a rise · crowd 26% · effective voices ≈ 2.0 ↗ price at Thu 6:40 AM ET, $9 traded thin market
Dow Jones · other horizons and the crowd ▾52,675.48▲ +0.36%Hold · 86% of the AIs chose itaverage chance of a rise: USA 52% · China 52%(effective voices ≈ 2.0)
WeekHold · 71% of the AIs chose itaverage chance of a rise: USA 53% · China 53%(effective voices ≈ 1.8)
MonthHold · 57% of the AIs chose itaverage chance of a rise: USA 55% · China 55%(effective voices ≈ 2.7)
6 monthsBuy on dips · 57% of the AIs chose itaverage chance of a rise: USA 58% · China 60%(effective voices ≈ 1.8 · on deviations from climatology ≈ 1.10)
AIs vs the crowdno price read
Chip index · other horizons and the crowd ▾10,552.77▼ −0.11%Trim · 79% of the AIs chose itaverage chance of a rise: USA 41% · China 41%(effective voices ≈ 2.0)
WeekHold · 64% of the AIs chose itaverage chance of a rise: USA 45% · China 44%(effective voices ≈ 1.8)
MonthHold · 43% of the AIs chose itaverage chance of a rise: USA 55% · China 47%(effective voices ≈ 2.7)
6 monthsBuy on dips · 43% of the AIs chose itaverage chance of a rise: USA 64% · China 60%(effective voices ≈ 1.8 · on deviations from climatology ≈ 1.10)
AIs vs the crowdno market
10-year US Treasury yield · other horizons and the crowd ▾5.105▲ +10.7 bp · yield ↑ · bonds get cheaperToward a rise, on a dip · 50% of the AIs chose itaverage chance of a rise: USA 56% · China 53%(effective voices ≈ 2.0)
WeekToward a rise, on a dip · 50% of the AIs chose itaverage chance of a rise: USA 59% · China 56%(effective voices ≈ 1.8)
MonthKeep the bet · 43% of the AIs chose itaverage chance of a rise: USA 53% · China 55%(effective voices ≈ 2.7)
6 monthsToward a fall · 57% of the AIs chose itaverage chance of a rise: USA 40% · China 47%(effective voices ≈ 1.8 · on deviations from climatology ≈ 1.10)
AIs vs the crowdno market
Dollar index · other horizons and the crowd ▾103.17▲ +0.26%Hold · 93% of the AIs chose itaverage chance of a rise: USA 52% · China 53%(effective voices ≈ 2.0)
WeekHold · 43% of the AIs chose itaverage chance of a rise: USA 56% · China 56%(effective voices ≈ 1.8)
MonthHold · 50% of the AIs chose itaverage chance of a rise: USA 57% · China 54%(effective voices ≈ 2.7)
6 monthsTrim · 50% of the AIs chose itaverage chance of a rise: USA 44% · China 46%(effective voices ≈ 1.8 · on deviations from climatology ≈ 1.10)
AIs vs the crowdno price read
Fear index (VIX) · other horizons and the crowd ▾17.63▲ +0.80%Toward a rise, on a dip · 50% of the AIs chose itaverage chance of a rise: USA 56% · China 51%(effective voices ≈ 2.0)
WeekToward a fall · 29% of the AIs chose itaverage chance of a rise: USA 48% · China 49%(effective voices ≈ 1.8)
MonthKeep the bet · 36% of the AIs chose itaverage chance of a rise: USA 49% · China 52%(effective voices ≈ 2.7)
6 monthsKeep the bet · 57% of the AIs chose itaverage chance of a rise: USA 51% · China 50%(effective voices ≈ 1.8 · on deviations from climatology ≈ 1.10)
AIs vs the crowdno market
Gold · other horizons and the crowd ▾3,877.40▼ −3.08%Hold · 57% of the AIs chose itaverage chance of a rise: USA 44% · China 42%(effective voices ≈ 2.0)
WeekHold · 50% of the AIs chose itaverage chance of a rise: USA 49% · China 42%(effective voices ≈ 1.8)
MonthHold · 36% of the AIs chose itaverage chance of a rise: USA 55% · China 44%(effective voices ≈ 2.7)
6 monthsBuy on dips · 43% of the AIs chose itaverage chance of a rise: USA 62% · China 59%(effective voices ≈ 1.8 · on deviations from climatology ≈ 1.10)
AIs vs the crowdAIs: 37% chance of a rise · crowd 11% · effective voices ≈ 2.0 ↗ price at Thu 6:40 AM ET, $575 traded thin market
WTI crude oil · other horizons and the crowd ▾87.61▲ +1.25%Hold · 57% of the AIs chose itaverage chance of a rise: USA 41% · China 43%(effective voices ≈ 2.0)
WeekHold · 43% of the AIs chose itaverage chance of a rise: USA 41% · China 41%(effective voices ≈ 1.8)
MonthTrim · 50% of the AIs chose itaverage chance of a rise: USA 44% · China 40%(effective voices ≈ 2.7)
6 monthsHold · 64% of the AIs chose itaverage chance of a rise: USA 49% · China 50%(effective voices ≈ 1.8 · on deviations from climatology ≈ 1.10)
AIs vs the crowdAIs: 41% chance of a rise · crowd 37% · effective voices ≈ 2.0 ↗ price at Thu 6:40 AM ET, $1k traded another window: this question ends Thu 6:00 PM ET, not at our event's end
Brent crude oil · other horizons and the crowd ▾94.50▲ +1.88%Hold · 57% of the AIs chose itaverage chance of a rise: USA 43% · China 43%(effective voices ≈ 2.0)
WeekHold · 43% of the AIs chose itaverage chance of a rise: USA 40% · China 41%(effective voices ≈ 1.8)
MonthTrim · 43% of the AIs chose itaverage chance of a rise: USA 44% · China 40%(effective voices ≈ 2.7)
6 monthsHold · 64% of the AIs chose itaverage chance of a rise: USA 48% · China 49%(effective voices ≈ 1.8 · on deviations from climatology ≈ 1.10)
AIs vs the crowdno market
Copper · other horizons and the crowd ▾6.194▼ −1.52%Hold · 71% of the AIs chose itaverage chance of a rise: USA 48% · China 46%(effective voices ≈ 2.0)
WeekHold · 57% of the AIs chose itaverage chance of a rise: USA 52% · China 45%(effective voices ≈ 1.8)
MonthHold · 36% of the AIs chose itaverage chance of a rise: USA 58% · China 49%(effective voices ≈ 2.7)
6 monthsBuy more · 43% of the AIs chose itaverage chance of a rise: USA 64% · China 59%(effective voices ≈ 1.8 · on deviations from climatology ≈ 1.10)
AIs vs the crowdno market
Bitcoin · other horizons and the crowd ▾71,700▼ −3.70%Hold · 57% of the AIs chose itaverage chance of a rise: USA 44% · China 45%(effective voices ≈ 2.0)
WeekHold · 50% of the AIs chose itaverage chance of a rise: USA 44% · China 41%(effective voices ≈ 1.8)
MonthTrim · 36% of the AIs chose itaverage chance of a rise: USA 52% · China 42%(effective voices ≈ 2.7)
6 monthsBuy on dips · 43% of the AIs chose itaverage chance of a rise: USA 60% · China 56%(effective voices ≈ 1.8 · on deviations from climatology ≈ 1.10)
AIs vs the crowdAIs: 44% chance of a rise · crowd 50% · effective voices ≈ 2.0 ↗ price at Thu 6:40 AM ET, $20 traded another window: this Polymarket question ends Fri 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 AINemotronAmazon NovaDeepSeekQwenKimiZ.aiERNIEStepFunMiMo
S&P 500▼46●51▼44▼39▼38▼42▲55▼38▼45▼44▼42▲55▼45▼44
Nasdaq-100▼40●50▼41▼36▼32▼38▲60▼32▼40▼45▼39●52▼40▼42
Dow Jones●48●52▲53▲53●52●52●52●52▲55●52●52●50●50▲57
Chip index▼39▼47▼39▼34▼38▼40▲70▼33▼45▼38▼38▲58▼45▼38
10-year US Treasury yield▲61●51▲58▲56▲58▲55▼30▲58▲60●50▲53●50▲55▼47
Dollar index●51●52●52▲54▲58●48●50●50▲55●51▲53●52▲55▲55
Fear index (VIX)▲57▼43▲57▲54▲55▲55▲75▲55▼40●52▲56▼35●52▲58
Gold▼44▼47▼45▼34▼38●48▲55▼32▼40▼42▼45●52▼40▼45
WTI crude oil▼44▼46▼42▼35▼35●50▼40▼42▼35▼40▼43●48▼45▼44
Brent crude oil▼44▼46▼43▼34▼35●50▼45▼42▼40▼40▼43●48▼45▼43
Copper▼45●48●48▼47●48●48▲55▼43▼45▼45▼47▼47▼45▼46
Bitcoin▼43▼46▼44▼44▼40▼42▲65▼47▼45▼45▼42▲53▼40▼45

Week

ChatGPTClaudeGeminiGrokMeta AINemotronAmazon NovaDeepSeekQwenKimiZ.aiERNIEStepFunMiMo
S&P 500●52●52▲55▼45▼42●50▼45●48▼40▼45▼42▼42▼44●50
Nasdaq-100▼45●48●48▼40▼35▼45▼40▼47▼35▼42▼40▼40▼42▼45
Dow Jones●51▲53▲60▲54●52▲55●48●52▲55●51▲54▼43●52▲55
Chip index▼44▼47▲54▼46▼40●50▼35●48▲55▼40▼38●52▼40▼42
10-year US Treasury yield▲63●52▲62▲58▲62▲60▼25▲58▲65▲53▲56▼38▲58▲55
Dollar index▲53▲55▲59▲55▲62▼45▲60▲55▲60▼46▲57▲53▲60▲53
Fear index (VIX)▲55▼41▼42▼40▲60▲65▼30▲56▼30●50▲58▼30●50▲60
Gold▼45▼45▲58▼40▼38▲55▲60▼44▼35▼42▼46▼40▼38▼45
WTI crude oil▼43▼43▼44▼38▼35▲55▼30▲53▼25▼40▼42▼38▼42▼44
Brent crude oil▼42▼43▼45▼37▼35▲55▼35▲53▼30▼40▼42▼35▼42▼44
Copper▼44▼47▲58▲55▲55▲55●50●50▼35▼45▲54▼38▼45●48
Bitcoin▼42▼45▼47▼39▼38●50▼45▲55▼40▼42▼38▼38▼38▼45

Month

ChatGPTClaudeGeminiGrokMeta AINemotronAmazon NovaDeepSeekQwenKimiZ.aiERNIEStepFunMiMo
S&P 500▲53▲55▲62▼40▼40▲55●50▲57▼35▼41▼40▼38●48▼46
Nasdaq-100●51▲53▲58▼38▼33▲58▲65▲58▼30▼40▼37▼35▼42▼44
Dow Jones▲54▲55▲66▲53▲55▲58●50▲57▲60▲53▲56●52▲55▲53
Chip index▲54●52▲65●51▼38▲60▲60▲57▲60▼45▼35●50▼45▼40
10-year US Treasury yield▲65▼45●50▲54▲65●50▼20●52▲55▲55▲58▼40▲60▲57
Dollar index●52▲54▲61▲56▲63▼42▲65●52▲55●50▲59▲56▲62●50
Fear index (VIX)▲54▼43▼36▲57▲62▼40●50▲53●50▲55▲57▼35●52●52
Gold▲55▼47▲66●49●48▲60▲65●50▼45▼40●51▼38▼40▼44
WTI crude oil▼41▼41▲56▼44▼38▲58▼25▲57▼35▼38▼40▼35▼42▼45
Brent crude oil▼40▼41▲57▼43▼38▲58▼30▲57▼40▼38▼40▼32▼40▼44
Copper●52●50▲65▲57▲60▲62▲60▲56▼45●48▲57▼35●52▼46
Bitcoin●52▼45▲62▼44▼40▲58▲70▲58▲55▼40▼35▼35▼38▼42

6 months

ChatGPTClaudeGeminiGrokMeta AINemotronAmazon NovaDeepSeekQwenKimiZ.aiERNIEStepFunMiMo
S&P 500▲62▲58▲70▲58▼42▲62▲60▲63▲60▲56●51▲58▲58▲64
Nasdaq-100▲61▲57▲68▲56▼38▲65▲70▲63▲65●50▼42▲55▲60▲60
Dow Jones▲60▲59▲72▲57▲58●52▲58▲60▲60▲58▲61▲58▲60▲62
Chip index▲62▲56▲73▲63▼42▲68▲75▲62▲70▲57▼44▲62▲62▲58
10-year US Treasury yield▼44▼40▼35▼38▲60▼40▼40▼45▼40●50▲56▼45▲55▼42
Dollar index▼45▼47▼38▼40▲58▼35●50▼45▼45▼42▲56▼42▲60▼42
Fear index (VIX)▼39▼45●52●50▲58●50▲60▼42▲60●50▲58●50●50▼35
Gold▲61▲54▲74▲60▲55▲65▲70▲60▲60●52▲60▲60▲55▲62
WTI crude oil▲54▼35▲53●50▼40●50●50▲58●50▼46●51▲55●48▼42
Brent crude oil▲54▼34●52●49▼40●48●50▲58▲55▼44●51▲55▼40▼42
Copper▲59▲55▲72▲63▲62▲68▲70▲60▲65▲56▲63▲58▲55▲56
Bitcoin▲58●51▲71▲57●48▲65▲80▲63▲70●52▼40▲60●52▲55

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

AI stock market prediction today: Nov 12, 2026 splits

  1. VIX fear index1
  2. Chip stocks (SOX)2
  3. Nasdaq-1003
  4. US 10-year Treasury yield4
  5. Brent crude oil5
Full ranking
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Likeness of the answers in this issue (all 12 markets; reference — the time in “How it counts”): Day ρ 0.44 (95%: 0.20…0.67), N_eff 2.0 · Week ρ 0.50 (95%: 0.16…0.73), N_eff 1.8 · Month ρ 0.28 (95%: 0.13…0.46), N_eff 2.7 · 6 months ρ 0.48 (95%: 0.34…0.62), N_eff 1.8. 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 · 7,634.53 · Hold · 71% of the AIs chose it

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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 ≈0.056% (by the minutes up to Thu 6:40 AM ET; the score fixes it at the reference). The AIs saw the data up to Thu 6:40 AM ET.

Polymarket asks “S&P 500 (SPX) Up or Down on November 12?”: the AIs say Up 40% · people betting real money 28% ($6,640 traded) · effective voices ≈ 2.0. The market ↗ · resolves by wsj.com · price at Thu 6:40 AM ET

, at 4 pm ET above the last close (7,619.38): people betting real money say Up 29% (616 contracts traded). The AIs answered Polymarket's question above, not this one. Polymarket and Kalshi differ by 1 percentage point. Kalshi ↗ · resolves by google.com · price at Thu 6:40 AM ET

S&P 500 (ES) (Thu, 12:33 PM ET): ▲ +0.18%

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 Nov 12, 2026?

Counted from the value at Thu, Nov 12, 2026 9:30 AM ET to the value at Thu, Nov 12, 2026 4:00 PM ET: higher at the end — up, lower — down; a move under the draw threshold is a draw.

▲ up▼ down

Gemini† answer 11:30 AM ET Trim · 44% chance of a rise · Target: 7,592.00 · Wrong if: 7,660.00 USA · Gemini 4 Argon
Claude Hold · 51% chance of a rise · Target: 7,625.00 · Wrong if: 7,520.00 USA · Claude Opus 5.5
Meta AI Trim · 38% chance of a rise · Target: 7,593.00 · Wrong if: 7,700.00 USA · Muse Spark 1.3
Grok Hold · 39% chance of a rise · Target: 7,565.00 · Wrong if: 7,685.00 USA · Grok 4.7
ChatGPT Hold · 46% chance of a rise · Target: 7,590.00 · Wrong if: 7,710.00 USA · GPT-6.1 Sol
Nemotron† answer 11:30 AM ET Trim · 42% chance of a rise · Target: 7,570.00 · Wrong if: 7,620.00 USA · Nemotron 3 Ultra
Amazon Nova† answer 10:57 AM ET Hold · 55% chance of a rise · Target: 7,650.00 · Wrong if: 7,550.00 USA · Amazon Nova
Kimi Hold · 44% chance of a rise · Target: 7,640.00 · Wrong if: 7,530.00 China · Kimi K3
Qwen Hold · 45% chance of a rise · Target: 7,650.00 · Wrong if: 7,550.00 China · Qwen3.8-Max
MiMo (Xiaomi)† answer 9:41 AM ET Hold · 44% chance of a rise · Target: 7,660.00 · Wrong if: 7,490.00 China · MiMo-V2.6-Pro
Z.ai† answer 9:34 AM ET Hold · 42% chance of a rise · Target: 7,550.00 · Wrong if: 7,690.00 China · GLM-5.3
DeepSeek Hold · 38% chance of a rise · Target: 7,700.00 · Wrong if: 7,450.00 China · DeepSeek V4.1
ERNIE (Wenxin) Buy on dips · 55% chance of a rise · Target: 7,640.00 · Wrong if: 7,570.00 · Entry: 7,570.00 China · 文心 5.1 · links opened: 2 of 3
StepFun† answer 9:53 AM ET Hold · 45% chance of a rise · Target: 7,660.00 · Wrong if: 7,520.00 China · Step 5 Preview

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Nasdaq-100 · 28,427.71 · Trim · 57% of the AIs chose it

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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 ≈0.088% (by the minutes up to Thu 6:40 AM ET; the score fixes it at the reference). The AIs saw the data up to Thu 6:40 AM ET.

Kalshi, at 4 pm ET above the last close (28,374.25): the AIs say Up 38% · people betting real money 26% (9 contracts traded) · effective voices ≈ 2.0. Kalshi ↗ · resolves by google.com · price at Thu 6:40 AM ET

Nasdaq-100 (NQ) (Thu, 12:33 PM ET): ▲ +0.055%

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 Nov 12, 2026?

Counted from the value at Thu, Nov 12, 2026 9:30 AM ET to the value at Thu, Nov 12, 2026 4:00 PM ET: higher at the end — up, lower — down; a move under the draw threshold is a draw.

▲ up▼ down

Gemini† answer 11:30 AM ET Trim · 41% chance of a rise · Target: 28,160.00 · Wrong if: 28,550.00 USA · Gemini 4 Argon
Claude Hold · 50% chance of a rise · Target: 28,375.00 · Wrong if: 27,800.00 USA · Claude Opus 5.5
Meta AI Trim · 32% chance of a rise · Target: 28,175.00 · Wrong if: 28,800.00 USA · Muse Spark 1.3
Grok Trim · 36% chance of a rise · Target: 27,950.00 · Wrong if: 28,680.00 USA · Grok 4.7
ChatGPT Trim · 40% chance of a rise · Target: 28,175.00 · Wrong if: 28,650.00 USA · GPT-6.1 Sol
Nemotron† answer 11:30 AM ET Trim · 38% chance of a rise · Target: 28,050.00 · Wrong if: 28,300.00 USA · Nemotron 3 Ultra
Amazon Nova† answer 10:57 AM ET Buy on dips · 60% chance of a rise · Target: 28,500.00 · Wrong if: 27,500.00 · Entry: 28,200.00 USA · Amazon Nova
Kimi Hold · 45% chance of a rise · Target: 28,500.00 · Wrong if: 27,900.00 China · Kimi K3
Qwen Hold · 40% chance of a rise · Target: 28,500.00 · Wrong if: 28,000.00 China · Qwen3.8-Max
MiMo (Xiaomi)† answer 9:41 AM ET Trim · 42% chance of a rise · Target: 28,450.00 · Wrong if: 27,800.00 China · MiMo-V2.6-Pro
Z.ai† answer 9:34 AM ET Trim · 39% chance of a rise · Target: 27,950.00 · Wrong if: 28,500.00 China · GLM-5.3
DeepSeek Trim · 32% chance of a rise · Target: 28,700.00 · Wrong if: 27,900.00 China · DeepSeek V4.1
ERNIE (Wenxin) Buy on dips · 52% chance of a rise · Target: 28,500.00 · Wrong if: 28,100.00 · Entry: 28,100.00 China · 文心 5.1 · links opened: 2 of 3
StepFun† answer 9:53 AM ET Hold · 40% chance of a rise · Target: 28,250.00 · Wrong if: 28,550.00 China · Step 5 Preview

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Dow Jones · 52,675.48 · Hold · 86% of the AIs chose it

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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 ≈0.050% (by the minutes up to Thu 6:40 AM ET; the score fixes it at the reference). The AIs saw the data up to Thu 6:40 AM ET.

Dow (YM) (Thu, 12:33 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 Nov 12, 2026?

Counted from the value at Thu, Nov 12, 2026 9:30 AM ET to the value at Thu, Nov 12, 2026 4:00 PM ET: higher at the end — up, lower — down; a move under the draw threshold is a draw.

▲ up▼ down

Gemini† answer 11:30 AM ET Buy on dips · 53% chance of a rise · Target: 52,565.00 · Wrong if: 52,200.00 · Entry: 52,350.00 USA · Gemini 4 Argon
Claude Hold · 52% chance of a rise · Target: 52,700.00 · Wrong if: 52,200.00 USA · Claude Opus 5.5
Meta AI Hold · 52% chance of a rise · Target: 52,513.00 · Wrong if: 51,800.00 USA · Muse Spark 1.3
Grok Hold · 53% chance of a rise · Target: 52,680.00 · Wrong if: 51,950.00 USA · Grok 4.7
ChatGPT Hold · 48% chance of a rise · Target: 52,434.00 · Wrong if: 52,800.00 USA · GPT-6.1 Sol
Nemotron† answer 11:30 AM ET Hold · 52% chance of a rise · Target: 52,550.00 · Wrong if: 52,300.00 USA · Nemotron 3 Ultra
Amazon Nova† answer 10:57 AM ET Hold · 52% chance of a rise · Target: 52,600.00 · Wrong if: 52,000.00 USA · Amazon Nova
Kimi Buy on dips · 52% chance of a rise · Target: 52,800.00 · Wrong if: 51,900.00 · Entry: 52,200.00 China · Kimi K3
Qwen Hold · 55% chance of a rise · Target: 52,600.00 · Wrong if: 52,200.00 China · Qwen3.8-Max
MiMo (Xiaomi)† answer 9:41 AM ET Hold · 57% chance of a rise · Target: 52,900.00 · Wrong if: 51,900.00 China · MiMo-V2.6-Pro
Z.ai† answer 9:34 AM ET Hold · 52% chance of a rise · Target: 52,700.00 · Wrong if: 52,100.00 China · GLM-5.3
DeepSeek Hold · 52% chance of a rise · Target: 52,700.00 · Wrong if: 51,800.00 China · DeepSeek V4.1
ERNIE (Wenxin) Hold · 50% chance of a rise · Target: 52,600.00 · Wrong if: 52,200.00 China · 文心 5.1 · links opened: 1 of 2
StepFun† answer 9:53 AM ET Hold · 50% chance of a rise · Target: 52,600.00 · Wrong if: 52,100.00 China · Step 5 Preview

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Chip index · 10,552.77 · Trim · 79% of the AIs chose it

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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 ≈0.19% (by the minutes up to Thu 6:40 AM ET; the score fixes it at the reference). The AIs saw the data up to Thu 6:40 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 Nov 12, 2026?

Counted from the value at Thu, Nov 12, 2026 9:30 AM ET to the value at Thu, Nov 12, 2026 4:00 PM ET: higher at the end — up, lower — down; a move under the draw threshold is a draw.

▲ up▼ down

Gemini† answer 11:30 AM ET Trim · 39% chance of a rise · Target: 10,437.00 · Wrong if: 10,800.00 USA · Gemini 4 Argon
Claude Hold · 47% chance of a rise · Target: 10,400.00 · Wrong if: 10,650.00 USA · Claude Opus 5.5
Meta AI Trim · 38% chance of a rise · Target: 10,437.00 · Wrong if: 10,900.00 USA · Muse Spark 1.3
Grok Trim · 34% chance of a rise · Target: 10,380.00 · Wrong if: 10,900.00 USA · Grok 4.7
ChatGPT Trim · 39% chance of a rise · Target: 10,448.00 · Wrong if: 10,850.00 USA · GPT-6.1 Sol
Nemotron† answer 11:30 AM ET Trim · 40% chance of a rise · Target: 10,450.00 · Wrong if: 10,650.00 USA · Nemotron 3 Ultra
Amazon Nova† answer 10:57 AM ET Buy more · 70% chance of a rise · Target: 10,800.00 · Wrong if: 10,200.00 USA · Amazon Nova
Kimi Trim · 38% chance of a rise · Target: 10,300.00 · Wrong if: 10,850.00 China · Kimi K3
Qwen Trim · 45% chance of a rise · Target: 10,700.00 · Wrong if: 10,200.00 China · Qwen3.8-Max
MiMo (Xiaomi)† answer 9:41 AM ET Trim · 38% chance of a rise · Target: 10,700.00 · Wrong if: 9,950.00 China · MiMo-V2.6-Pro
Z.ai† answer 9:34 AM ET Trim · 38% chance of a rise · Target: 10,250.00 · Wrong if: 10,850.00 China · GLM-5.3
DeepSeek Trim · 33% chance of a rise · Target: 10,600.00 · Wrong if: 10,100.00 China · DeepSeek V4.1
ERNIE (Wenxin) Buy on dips · 58% chance of a rise · Target: 10,700.00 · Wrong if: 10,400.00 · Entry: 10,400.00 China · 文心 5.1
StepFun† answer 9:53 AM ET Trim · 45% chance of a rise · Target: 10,400.00 · Wrong if: 10,900.00 China · Step 5 Preview

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10-year US Treasury yield · 5.105 · Toward a rise, on a dip · 50% of the AIs chose it

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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 ≈0.2 bp (by the minutes up to Thu 6:40 AM ET; the score fixes it at the reference). The AIs saw the data up to Thu 6:40 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 Nov 12, 2026?

Counted from the value at Thu, Nov 12, 2026 9:30 AM ET to the value at Thu, Nov 12, 2026 3:00 PM ET: higher at the end — up, lower — down; a move under the draw threshold is a draw.

▲ up▼ down

Gemini† answer 11:30 AM ET Toward a rise, on a dip · 58% chance of a rise · Target: 5.040 · Wrong if: 4.930 · Entry: 4.970 USA · Gemini 4 Argon
Claude Keep the bet · 51% chance of a rise · Target: 5.030 · Wrong if: 4.960 USA · Claude Opus 5.5
Meta AI Toward a rise, on a dip · 58% chance of a rise · Target: 5.030 · Wrong if: 4.900 · Entry: 4.940 USA · Muse Spark 1.3
Grok Keep the bet · 56% chance of a rise · Target: 5.040 · Wrong if: 4.930 USA · Grok 4.7
ChatGPT Toward a rise, on a dip · 61% chance of a rise · Target: 5.020 · Wrong if: 4.900 · Entry: 4.970 USA · GPT-6.1 Sol
Nemotron† answer 11:30 AM ET Toward a rise, on a dip · 55% chance of a rise · Target: 5.030 · Wrong if: 4.970 · Entry: 4.980 USA · Nemotron 3 Ultra
Amazon Nova† answer 10:57 AM ET Strongly toward a fall · 30% chance of a rise · Target: 4.800 · Wrong if: 5.200 USA · Amazon Nova
Kimi Toward a rise, on a dip · 50% chance of a rise · Target: 5.050 · Wrong if: 4.920 · Entry: 4.960 China · Kimi K3
Qwen Toward a rise, on a dip · 60% chance of a rise · Target: 5.050 · Wrong if: 4.900 · Entry: 4.980 China · Qwen3.8-Max
MiMo (Xiaomi)† answer 9:41 AM ET Keep the bet · 47% chance of a rise · Target: 5.060 · Wrong if: 4.940 China · MiMo-V2.6-Pro
Z.ai† answer 9:34 AM ET Keep the bet · 53% chance of a rise · Target: 5.020 · Wrong if: 4.970 China · GLM-5.3
DeepSeek Toward a rise, on a dip · 58% chance of a rise · Target: 5.060 · Wrong if: 4.880 · Entry: 4.960 China · DeepSeek V4.1
ERNIE (Wenxin) Keep the bet · 50% chance of a rise · Target: 5.020 · Wrong if: 4.950 China · 文心 5.1 · links opened: 2 of 3
StepFun† answer 9:53 AM ET Keep the bet · 55% chance of a rise · Target: 5.050 · Wrong if: 4.950 China · Step 5 Preview

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Dollar index · 103.17 · Hold · 93% of the AIs chose it

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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 ≈0.011% (by the minutes up to Thu 6:40 AM ET; the score fixes it at the reference). The AIs saw the data up to Thu 6:40 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 Nov 12, 2026?

Counted from the value at Thu, Nov 12, 2026 9:30 AM ET to the value at Thu, Nov 12, 2026 4:00 PM ET: higher at the end — up, lower — down; a move under the draw threshold is a draw.

▲ up▼ down

Gemini† answer 11:30 AM ET Hold · 52% chance of a rise · Target: 103.00 · Wrong if: 102.50 USA · Gemini 4 Argon
Claude Hold · 52% chance of a rise · Target: 103.15 · Wrong if: 102.55 USA · Claude Opus 5.5
Meta AI Buy on dips · 58% chance of a rise · Target: 103.16 · Wrong if: 102.30 · Entry: 102.60 USA · Muse Spark 1.3
Grok Hold · 54% chance of a rise · Target: 103.05 · Wrong if: 102.45 USA · Grok 4.7
ChatGPT Hold · 51% chance of a rise · Target: 103.00 · Wrong if: 102.40 USA · GPT-6.1 Sol
Nemotron† answer 11:30 AM ET Hold · 48% chance of a rise · Target: 103.10 · Wrong if: 102.60 USA · Nemotron 3 Ultra
Amazon Nova† answer 10:57 AM ET Hold · 50% chance of a rise · Target: 103.00 · Wrong if: 101.50 USA · Amazon Nova
Kimi Hold · 51% chance of a rise · Target: 103.20 · Wrong if: 102.30 China · Kimi K3
Qwen Hold · 55% chance of a rise · Target: 103.20 · Wrong if: 102.50 China · Qwen3.8-Max
MiMo (Xiaomi)† answer 9:41 AM ET Hold · 55% chance of a rise · Target: 103.30 · Wrong if: 102.30 China · MiMo-V2.6-Pro
Z.ai† answer 9:34 AM ET Hold · 53% chance of a rise · Target: 103.00 · Wrong if: 102.60 China · GLM-5.3
DeepSeek Hold · 50% chance of a rise · Target: 103.00 · Wrong if: 102.20 China · DeepSeek V4.1
ERNIE (Wenxin) Hold · 52% chance of a rise · Target: 103.20 · Wrong if: 102.40 China · 文心 5.1
StepFun† answer 9:53 AM ET Hold · 55% chance of a rise · Target: 103.10 · Wrong if: 102.40 China · Step 5 Preview

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Fear index (VIX) · 17.63 · Toward a rise, on a dip · 50% of the AIs chose it

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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 ≈0.34% (by the minutes up to Thu 6:40 AM ET; the score fixes it at the reference). The AIs saw the data up to Thu 6:40 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.

Gemini† answer 11:30 AM ET Toward a rise, on a dip · 57% chance of a rise · Target: 18.77 · Wrong if: 17.50 · Entry: 18.05 USA · Gemini 4 Argon
Claude Toward a fall · 43% chance of a rise · Target: 17.90 · Wrong if: 20.50 USA · Claude Opus 5.5
Meta AI Toward a rise, on a dip · 55% chance of a rise · Target: 19.04 · Wrong if: 16.50 · Entry: 17.50 USA · Muse Spark 1.3
Grok Keep the bet · 54% chance of a rise · Target: 18.90 · Wrong if: 17.10 USA · Grok 4.7
ChatGPT Toward a rise, on a dip · 57% chance of a rise · Target: 19.80 · Wrong if: 16.50 · Entry: 17.80 USA · GPT-6.1 Sol
Nemotron† answer 11:30 AM ET Toward a rise, on a dip · 55% chance of a rise · Target: 18.80 · Wrong if: 17.80 · Entry: 17.50 USA · Nemotron 3 Ultra
Amazon Nova† answer 10:57 AM ET Strongly toward a rise · 75% chance of a rise · Target: 22.00 · Wrong if: 15.00 USA · Amazon Nova
Kimi Toward a rise, on a dip · 52% chance of a rise · Target: 19.50 · Wrong if: 16.80 · Entry: 17.60 China · Kimi K3
Qwen Toward a fall · 40% chance of a rise · Target: 18.00 · Wrong if: 20.00 China · Qwen3.8-Max
MiMo (Xiaomi)† answer 9:41 AM ET Toward a rise, on a dip · 58% chance of a rise · Target: 20.50 · Wrong if: 16.80 · Entry: 17.40 China · MiMo-V2.6-Pro
Z.ai† answer 9:34 AM ET Keep the bet · 56% chance of a rise · Target: 19.00 · Wrong if: 17.60 China · GLM-5.3
DeepSeek Toward a rise, on a dip · 55% chance of a rise · Target: 19.50 · Wrong if: 16.50 · Entry: 17.90 China · DeepSeek V4.1
ERNIE (Wenxin) Strongly toward a fall · 35% chance of a rise · Target: 17.00 · Wrong if: 19.50 China · 文心 5.1 · links opened: 2 of 3
StepFun† answer 9:53 AM ET Keep the bet · 52% chance of a rise · Target: 19.50 · Wrong if: 16.50 China · Step 5 Preview

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Gold · 3,877.40 · Hold · 57% of the AIs chose it

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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 ≈0.043% (by the minutes up to Thu 6:40 AM ET; the score fixes it at the reference). 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. The AIs saw the data up to Thu 6:40 AM ET.

Polymarket asks “Gold (XAUUSD) Up or Down on November 12?”: the AIs say Up 37% · people betting real money 11% ($575 traded) · effective voices ≈ 2.0. The market ↗ · resolves by pythdata.app · price at Thu 6:40 AM ET

Kalshi, at 5:00 PM ET: is spot gold at 5 PM ET above its last Kalshi settlement (3,987.99)? People betting real money: Up 13% (7,080 contracts traded). The AIs answered Polymarket's question above, not this one. Polymarket and Kalshi differ by 2 percentage points. Kalshi ↗ · resolves by app.pyth.com · price at Thu 6:40 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 gold go on Nov 12, 2026?

Counted from the value at Thu, Nov 12, 2026 9:30 AM ET to the value at Thu, Nov 12, 2026 4:00 PM ET: higher at the end — up, lower — down; a move under the draw threshold is a draw.

▲ up▼ down

Gemini† answer 11:30 AM ET Buy on dips · 45% chance of a rise · Target: 3,945.00 · Wrong if: 4,010.00 · Entry: 3,930.00 USA · Gemini 4 Argon
Claude Hold · 47% chance of a rise · Target: 3,930.00 · Wrong if: 4,000.00 USA · Claude Opus 5.5
Meta AI Trim · 38% chance of a rise · Target: 3,930.00 · Wrong if: 4,020.00 USA · Muse Spark 1.3
Grok Hold · 34% chance of a rise · Target: 3,915.00 · Wrong if: 4,010.00 USA · Grok 4.7
ChatGPT Hold · 44% chance of a rise · Target: 3,937.00 · Wrong if: 4,020.00 USA · GPT-6.1 Sol
Nemotron† answer 11:30 AM ET Hold · 48% chance of a rise · Target: 3,960.00 · Wrong if: 3,930.00 USA · Nemotron 3 Ultra
Amazon Nova† answer 10:57 AM ET Buy on dips · 55% chance of a rise · Target: 3,950.00 · Wrong if: 3,850.00 · Entry: 3,900.00 USA · Amazon Nova
Kimi Hold · 42% chance of a rise · Target: 3,980.00 · Wrong if: 3,880.00 China · Kimi K3
Qwen Trim · 40% chance of a rise · Target: 3,980.00 · Wrong if: 3,900.00 China · Qwen3.8-Max
MiMo (Xiaomi)† answer 9:41 AM ET Hold · 45% chance of a rise · Target: 4,020.00 · Wrong if: 3,880.00 China · MiMo-V2.6-Pro
Z.ai† answer 9:34 AM ET Hold · 45% chance of a rise · Target: 3,920.00 · Wrong if: 4,000.00 China · GLM-5.3
DeepSeek Trim · 32% chance of a rise · Target: 3,990.00 · Wrong if: 4,050.00 China · DeepSeek V4.1
ERNIE (Wenxin) Buy on dips · 52% chance of a rise · Target: 3,980.00 · Wrong if: 3,920.00 · Entry: 3,920.00 China · 文心 5.1 · links opened: 2 of 3
StepFun† answer 9:53 AM ET Hold · 40% chance of a rise · Target: 3,900.00 · Wrong if: 4,000.00 China · Step 5 Preview

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WTI crude oil · 87.61 · Hold · 57% of the AIs chose it

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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 ≈0.095% (by the minutes up to Thu 6:40 AM ET; the score fixes it at the reference). Contract CLZ26 by the exchange calendar, front until Fri, Nov 20, 2026, then CLF27. 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. The AIs saw the data up to Thu 6:40 AM ET.

Polymarket asks “WTI Crude Oil (WTI) Up or Down on November 12?”: the AIs say Up 41% · people betting real money 37% ($1,013 traded) · effective voices ≈ 2.0. The market ↗ · resolves by app.pyth.com · price at Thu 6:40 AM ET · another window: this Polymarket question ends Thu 6:00 PM ET, not at our event's end

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 Nov 12, 2026?

Counted from the value at Thu, Nov 12, 2026 9:30 AM ET to the value at Thu, Nov 12, 2026 4:00 PM ET: higher at the end — up, lower — down; a move under the draw threshold is a draw.

▲ up▼ down

Gemini† answer 11:30 AM ET Trim · 42% chance of a rise · Target: 85.29 · Wrong if: 87.50 USA · Gemini 4 Argon
Claude Hold · 46% chance of a rise · Target: 85.40 · Wrong if: 87.30 USA · Claude Opus 5.5
Meta AI Trim · 35% chance of a rise · Target: 85.12 · Wrong if: 87.50 USA · Muse Spark 1.3
Grok Trim · 35% chance of a rise · Target: 84.60 · Wrong if: 88.20 USA · Grok 4.7
ChatGPT Hold · 44% chance of a rise · Target: 85.55 · Wrong if: 88.50 USA · GPT-6.1 Sol
Nemotron† answer 11:30 AM ET Hold · 50% chance of a rise · Target: 86.20 · Wrong if: 85.50 USA · Nemotron 3 Ultra
Amazon Nova† answer 10:57 AM ET Trim · 40% chance of a rise · Target: 86.00 · Wrong if: 88.00 USA · Amazon Nova
Kimi Trim · 40% chance of a rise · Target: 85.00 · Wrong if: 87.50 China · Kimi K3
Qwen Sell · 35% chance of a rise · Target: 84.50 · Wrong if: 87.50 China · Qwen3.8-Max
MiMo (Xiaomi)† answer 9:41 AM ET Hold · 44% chance of a rise · Target: 87.50 · Wrong if: 84.50 China · MiMo-V2.6-Pro
Z.ai† answer 9:34 AM ET Hold · 43% chance of a rise · Target: 85.20 · Wrong if: 87.00 China · GLM-5.3
DeepSeek Hold · 42% chance of a rise · Target: 87.00 · Wrong if: 83.00 China · DeepSeek V4.1
ERNIE (Wenxin) Hold · 48% chance of a rise · Target: 87.00 · Wrong if: 84.50 China · 文心 5.1
StepFun† answer 9:53 AM ET Hold · 45% chance of a rise · Target: 85.00 · Wrong if: 87.00 China · Step 5 Preview

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Brent crude oil · 94.50 · Hold · 57% of the AIs chose it

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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 ≈0.11% (by the minutes up to Thu 6:40 AM ET; the score fixes it at the reference). Contract BZF27 by the exchange calendar, front until Mon, Nov 30, 2026, then BZG27. 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. The AIs saw the data up to Thu 6:40 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 Nov 12, 2026?

Counted from the value at Thu, Nov 12, 2026 9:30 AM ET to the value at Thu, Nov 12, 2026 4:00 PM ET: higher at the end — up, lower — down; a move under the draw threshold is a draw.

▲ up▼ down

Gemini† answer 11:30 AM ET Trim · 43% chance of a rise · Target: 91.63 · Wrong if: 93.80 USA · Gemini 4 Argon
Claude Hold · 46% chance of a rise · Target: 91.70 · Wrong if: 93.60 USA · Claude Opus 5.5
Meta AI Trim · 35% chance of a rise · Target: 91.36 · Wrong if: 94.00 USA · Muse Spark 1.3
Grok Trim · 34% chance of a rise · Target: 90.60 · Wrong if: 94.80 USA · Grok 4.7
ChatGPT Hold · 44% chance of a rise · Target: 91.82 · Wrong if: 95.00 USA · GPT-6.1 Sol
Nemotron† answer 11:30 AM ET Hold · 50% chance of a rise · Target: 92.50 · Wrong if: 91.80 USA · Nemotron 3 Ultra
Amazon Nova† answer 10:57 AM ET Trim · 45% chance of a rise · Target: 91.00 · Wrong if: 93.00 USA · Amazon Nova
Kimi Trim · 40% chance of a rise · Target: 91.00 · Wrong if: 94.00 China · Kimi K3
Qwen Sell · 40% chance of a rise · Target: 91.00 · Wrong if: 93.50 China · Qwen3.8-Max
MiMo (Xiaomi)† answer 9:41 AM ET Hold · 43% chance of a rise · Target: 93.50 · Wrong if: 90.80 China · MiMo-V2.6-Pro
Z.ai† answer 9:34 AM ET Hold · 43% chance of a rise · Target: 91.40 · Wrong if: 93.20 China · GLM-5.3
DeepSeek Hold · 42% chance of a rise · Target: 93.00 · Wrong if: 89.00 China · DeepSeek V4.1
ERNIE (Wenxin) Hold · 48% chance of a rise · Target: 93.50 · Wrong if: 91.00 China · 文心 5.1
StepFun† answer 9:53 AM ET Hold · 45% chance of a rise · Target: 91.00 · Wrong if: 94.00 China · Step 5 Preview

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Copper · 6.194 · Hold · 71% of the AIs chose it

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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 ≈0.048% (by the minutes up to Thu 6:40 AM ET; the score fixes it at the reference). 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. The AIs saw the data up to Thu 6:40 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 Nov 12, 2026?

Counted from the value at Thu, Nov 12, 2026 9:30 AM ET to the value at Thu, Nov 12, 2026 4:00 PM ET: higher at the end — up, lower — down; a move under the draw threshold is a draw.

▲ up▼ down

Gemini† answer 11:30 AM ET Hold · 48% chance of a rise · Target: 6.190 · Wrong if: 6.350 USA · Gemini 4 Argon
Claude Hold · 48% chance of a rise · Target: 6.180 · Wrong if: 6.270 USA · Claude Opus 5.5
Meta AI Buy on dips · 48% chance of a rise · Target: 6.180 · Wrong if: 6.050 · Entry: 6.120 USA · Muse Spark 1.3
Grok Buy on dips · 47% chance of a rise · Target: 6.280 · Wrong if: 5.950 · Entry: 6.100 USA · Grok 4.7
ChatGPT Hold · 45% chance of a rise · Target: 6.180 · Wrong if: 6.350 USA · GPT-6.1 Sol
Nemotron† answer 11:30 AM ET Hold · 48% chance of a rise · Target: 6.220 · Wrong if: 6.150 USA · Nemotron 3 Ultra
Amazon Nova† answer 10:57 AM ET Buy on dips · 55% chance of a rise · Target: 6.250 · Wrong if: 6.000 · Entry: 6.100 USA · Amazon Nova
Kimi Hold · 45% chance of a rise · Target: 6.280 · Wrong if: 6.080 China · Kimi K3
Qwen Trim · 45% chance of a rise · Target: 6.250 · Wrong if: 6.100 China · Qwen3.8-Max
MiMo (Xiaomi)† answer 9:41 AM ET Hold · 46% chance of a rise · Target: 6.280 · Wrong if: 6.080 China · MiMo-V2.6-Pro
Z.ai† answer 9:34 AM ET Hold · 47% chance of a rise · Target: 6.140 · Wrong if: 6.320 China · GLM-5.3
DeepSeek Hold · 43% chance of a rise · Target: 6.280 · Wrong if: 6.050 China · DeepSeek V4.1
ERNIE (Wenxin) Hold · 47% chance of a rise · Target: 6.300 · Wrong if: 6.050 China · 文心 5.1
StepFun† answer 9:53 AM ET Hold · 45% chance of a rise · Target: 6.120 · Wrong if: 6.300 China · Step 5 Preview

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Bitcoin · 71,700 · Hold · 57% of the AIs chose it

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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 (Thu 9:08 AM ET) to Thu 4:00 PM ET. A draw: a move under ≈0.073% (by the minutes up to Thu 6:40 AM ET; the score fixes it at the reference). The AIs saw the data up to Thu 6:40 AM ET.

Polymarket asks “Bitcoin Up or Down on November 13?”: the AIs say Up 44% · people betting real money 50% ($20 traded) · effective voices ≈ 2.0. The market ↗ · resolves by binance.com · price at Thu 6:40 AM ET · another window: this Polymarket question ends Fri 12:00 PM ET, not at our event's end

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 Nov 12, 2026?

Counted from the price at the seal, $72,243 (Thu 9:08 AM ET), to Thu 4:00 PM ET.

▲ up▼ down

Gemini† answer 11:30 AM ET Trim · 44% chance of a rise · Target: 72,243 · Wrong if: 74,500 USA · Gemini 4 Argon
Claude Hold · 46% chance of a rise · Target: 72,200 · Wrong if: 74,800 USA · Claude Opus 5.5
Meta AI† answer 9:23 AM ET Trim · 40% chance of a rise · Target: 72,170 · Wrong if: 74,500 USA · Muse Spark 1.3
Grok Hold · 44% chance of a rise · Target: 72,000 · Wrong if: 75,200 USA · Grok 4.7
ChatGPT Hold · 43% chance of a rise · Target: 72,170 · Wrong if: 75,000 USA · GPT-6.1 Sol
Nemotron† answer 11:30 AM ET Trim · 42% chance of a rise · Target: 72,200 · Wrong if: 73,500 USA · Nemotron 3 Ultra
Amazon Nova† answer 10:57 AM ET Buy more · 65% chance of a rise · Target: 74,000 · Wrong if: 70,000 USA · Amazon Nova
Kimi Hold · 45% chance of a rise · Target: 74,500 · Wrong if: 70,000 China · Kimi K3
Qwen Hold · 45% chance of a rise · Target: 73,500 · Wrong if: 71,000 China · Qwen3.8-Max
MiMo (Xiaomi)† answer 9:41 AM ET Hold · 45% chance of a rise · Target: 74,500 · Wrong if: 70,800 China · MiMo-V2.6-Pro
Z.ai† answer 9:34 AM ET Sell · 42% chance of a rise · Target: 71,800 · Wrong if: 74,300 China · GLM-5.3
DeepSeek† answer 9:13 AM ET Hold · 47% chance of a rise · Target: 73,500 · Wrong if: 71,000 China · DeepSeek V4.1
ERNIE (Wenxin)† answer 9:15 AM ET Buy on dips · 53% chance of a rise · Target: 74,000 · Wrong if: 71,500 · Entry: 71,500 China · 文心 5.1
StepFun† answer 9:53 AM ET Hold · 40% chance of a rise · Target: 71,500 · Wrong if: 74,000 China · Step 5 Preview

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† — 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.

The league of virtual accounts: the AIs and the crowd side by side

League summary as of the session of Nov 11, 2026.

The league. Session Wed, Nov 11, 2026: traded — DeepSeek, Kimi · answered and kept the weights — ChatGPT, MiMo (Xiaomi), Gemini, Z.ai, Grok, Claude, Qwen, Meta AI, StepFun · positions unchanged — Nemotron, Amazon Nova, ERNIE (Wenxin).

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.

Starting line, not a ranking: no AI has 30 closed forecasts yet.

ParticipantEquityChangeStatus
S&P 500, bought once and held since Mon, Oct 19 · from the Oct 19 open, first price 09:30–09:45 , after costs$98,885−$1,115−1.12%—
1 ChatGPTUSA · Council$98,740−$1,260−1.26%○ kept the weights · new decision accepted, takes effect Thu, Nov 12
2 MiMo (Xiaomi)China · Council$98,317−$1,683−1.68%○ kept the weights · new decision accepted, takes effect Fri, Nov 13
3 StepFunChina · bench$98,018−$1,982−1.98%○ kept the weights · new decision accepted, takes effect Fri, Nov 13
4 GeminiUSA · Council$97,982−$2,018−2.02%○ kept the weights · new decision accepted, takes effect Fri, Nov 13
5 Z.aiChina · Council$97,812−$2,188−2.19%○ kept the weights · new decision accepted, takes effect Fri, Nov 13
6 NemotronUSA · bench$97,751−$2,249−2.25%○ holds its positions
7 Amazon NovaUSA · bench$96,820−$3,180−3.18%○ holds its positions · new decision accepted, takes effect Thu, Nov 12
8 GrokUSA · Council$96,818−$3,182−3.18%○ kept the weights · new decision accepted, takes effect Thu, Nov 12
9 DeepSeekChina · Council$96,658−$3,342−3.34%● traded: 7 trades · new decision accepted, takes effect Thu, Nov 12
10 ClaudeUSA · Council$96,583−$3,417−3.42%○ kept the weights · new decision accepted, takes effect Thu, Nov 12
11 KimiChina · Council$96,581−$3,419−3.42%● traded: 7 trades · new decision accepted, takes effect Thu, Nov 12
12 QwenChina · Council$95,631−$4,369−4.37%○ kept the weights · new decision accepted, takes effect Thu, Nov 12
13 Meta AIUSA · Council$95,287−$4,713−4.71%○ kept the weights · new decision accepted, takes effect Thu, Nov 12
14 ERNIE (Wenxin)China · bench$94,225−$5,775−5.78%○ holds its positions · new decision accepted, takes effect Thu, Nov 12
More rows — the whole table ↓

Pro league‡

the same AIs and money, plus shorts and up to 2× leverage · leader Gemini +$2,922 (+2.92%) · S&P 500 since Tue, Oct 20 −0.85%
ParticipantEquityChangeStatus
1 Gemini$102,922+$2,922+2.92%○ kept the weights · new decision accepted, takes effect Fri, Nov 13
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$99,154−$846−0.85%—
2 StepFun$98,404−$1,596−1.60%○ kept the weights · new decision accepted, takes effect Fri, Nov 13
3 MiMo (Xiaomi)$97,596−$2,404−2.40%○ kept the weights · new decision accepted, takes effect Fri, Nov 13
4 DeepSeek$97,418−$2,582−2.58%● traded: 9 trades · new decision accepted, takes effect Thu, Nov 12
5 Nemotron$97,238−$2,762−2.76%○ holds its positions
6 ChatGPT$97,225−$2,775−2.78%● traded: 6 trades · new decision accepted, takes effect Thu, Nov 12
7 Grok$96,626−$3,374−3.37%○ kept the weights · new decision accepted, takes effect Thu, Nov 12
8 Z.ai$96,377−$3,623−3.62%○ kept the weights · new decision accepted, takes effect Fri, Nov 13
9 Amazon Nova$95,686−$4,314−4.31%● traded: 6 trades · new decision accepted, takes effect Fri, Nov 13
10 Claude$95,168−$4,832−4.83%○ kept the weights · new decision accepted, takes effect Thu, Nov 12
11 Qwen$94,457−$5,543−5.54%● traded: 8 trades · new decision accepted, takes effect Thu, Nov 12
12 ERNIE (Wenxin)$94,351−$5,649−5.65%● traded: 9 trades · new decision accepted, takes effect Thu, Nov 12
13 Meta AI$92,760−$7,240−7.24%○ kept the weights · new decision accepted, takes effect Thu, Nov 12
14 Kimi$92,105−$7,895−7.90%○ kept the weights · new decision accepted, takes effect Thu, Nov 12

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: 10/10 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 95%
Brier 0.247 on its own answers, 0.247 with the gaps counted as 50%
answered 95%
Brier 0.251 on its own answers, 0.251 with the gaps counted as 50% · said “50%” itself: 1
answered 95%
no outcome yet — the horizon has not ended
answered 95%
no outcome yet — the horizon has not ended
Claudeanswered 100%
Brier 0.247 on its own answers, 0.247 with the gaps counted as 50% · said “50%” itself: 31
answered 100%
Brier 0.261 on its own answers, 0.260 with the gaps counted as 50% · said “50%” itself: 24
answered 100%
no outcome yet — the horizon has not ended · said “50%” itself: 7
answered 100%
no outcome yet — the horizon has not ended · said “50%” itself: 2
Geminianswered 95%
Brier 0.251 on its own answers, 0.251 with the gaps counted as 50% · said “50%” itself: 1
answered 95%
Brier 0.255 on its own answers, 0.255 with the gaps counted as 50%
answered 95%
no outcome yet — the horizon has not ended · said “50%” itself: 2
answered 95%
no outcome yet — the horizon has not ended
Grokanswered 100%
Brier 0.239 on its own answers, 0.240 with the gaps counted as 50% · said “50%” itself: 5
answered 100%
Brier 0.259 on its own answers, 0.258 with the gaps counted as 50% · said “50%” itself: 6
answered 100%
no outcome yet — the horizon has not ended · said “50%” itself: 19
answered 100%
no outcome yet — the horizon has not ended · said “50%” itself: 12
Meta AIanswered 99%
Brier 0.239 on its own answers, 0.239 with the gaps counted as 50% · said “50%” itself: 2
answered 99%
Brier 0.258 on its own answers, 0.258 with the gaps counted as 50% · said “50%” itself: 4
answered 99%
no outcome yet — the horizon has not ended · said “50%” itself: 3
answered 99%
no outcome yet — the horizon has not ended · said “50%” itself: 1
Nemotronanswered 85%
Brier 0.259 on its own answers, 0.258 with the gaps counted as 50% · said “50%” itself: 8 · gaps counted as 50%: 4
answered 85%
Brier 0.253 on its own answers, 0.253 with the gaps counted as 50% · said “50%” itself: 12 · gaps counted as 50%: 4
answered 85%
no outcome yet — the horizon has not ended · said “50%” itself: 16
answered 85%
no outcome yet — the horizon has not ended · said “50%” itself: 5
Amazon Novaanswered 81%
Brier 0.242 on its own answers, 0.243 with the gaps counted as 50% · said “50%” itself: 15
answered 81%
Brier 0.323 on its own answers, 0.313 with the gaps counted as 50% · said “50%” itself: 18
answered 81%
no outcome yet — the horizon has not ended · said “50%” itself: 36
answered 81%
no outcome yet — the horizon has not ended · said “50%” itself: 23
DeepSeekanswered 95%
Brier 0.239 on its own answers, 0.240 with the gaps counted as 50% · said “50%” itself: 13
answered 95%
Brier 0.258 on its own answers, 0.258 with the gaps counted as 50% · said “50%” itself: 10
answered 95%
no outcome yet — the horizon has not ended · said “50%” itself: 11
answered 95%
no outcome yet — the horizon has not ended · said “50%” itself: 6
Qwenanswered 88%
Brier 0.236 on its own answers, 0.238 with the gaps counted as 50% · said “50%” itself: 22
answered 88%
Brier 0.294 on its own answers, 0.292 with the gaps counted as 50% · said “50%” itself: 7
answered 88%
no outcome yet — the horizon has not ended · said “50%” itself: 13
answered 88%
no outcome yet — the horizon has not ended · said “50%” itself: 13
Kimianswered 89%
Brier 0.251 on its own answers, 0.251 with the gaps counted as 50% · said “50%” itself: 7
answered 89%
Brier 0.272 on its own answers, 0.271 with the gaps counted as 50% · said “50%” itself: 9
answered 89%
no outcome yet — the horizon has not ended · said “50%” itself: 4
answered 89%
no outcome yet — the horizon has not ended · said “50%” itself: 11
Z.aianswered 100%
Brier 0.241 on its own answers, 0.241 with the gaps counted as 50% · said “50%” itself: 6
answered 100%
Brier 0.270 on its own answers, 0.269 with the gaps counted as 50% · said “50%” itself: 9
answered 100%
no outcome yet — the horizon has not ended · said “50%” itself: 7
answered 100%
no outcome yet — the horizon has not ended · said “50%” itself: 10
ERNIE (Wenxin)answered 82%
Brier 0.252 on its own answers, 0.251 with the gaps counted as 50% · said “50%” itself: 20
answered 82%
Brier 0.239 on its own answers, 0.240 with the gaps counted as 50% · said “50%” itself: 9
answered 82%
no outcome yet — the horizon has not ended · said “50%” itself: 10
answered 82%
no outcome yet — the horizon has not ended · said “50%” itself: 10
StepFunanswered 94%
Brier 0.242 on its own answers, 0.243 with the gaps counted as 50% · said “50%” itself: 28
answered 94%
Brier 0.252 on its own answers, 0.252 with the gaps counted as 50% · said “50%” itself: 16
answered 94%
no outcome yet — the horizon has not ended · said “50%” itself: 8
answered 94%
no outcome yet — the horizon has not ended · said “50%” itself: 19
MiMo (Xiaomi)answered 100%
Brier 0.252 on its own answers, 0.252 with the gaps counted as 50% · said “50%” itself: 6
answered 100%
Brier 0.246 on its own answers, 0.246 with the gaps counted as 50% · said “50%” itself: 12
answered 100%
no outcome yet — the horizon has not ended · said “50%” itself: 6
answered 100%
no outcome yet — the horizon has not ended · said “50%” itself: 3

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 4, Pro league 2.

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 2026-11-11: best — MiMo (Xiaomi) +$1,203 (+1.24%) · smallest gain — ERNIE (Wenxin) +$82 (+0.09%)

MiMo (Xiaomi) made the most on Chip index (+$869) · ERNIE (Wenxin) lost the most on Gold (−$133) · They bet apart on Brent crude oil: ERNIE (Wenxin) held 19%, MiMo (Xiaomi) none

Overtakes of the day: MiMo (Xiaomi) passed Gemini; MiMo (Xiaomi) passed StepFun; MiMo (Xiaomi) passed Z.ai; Amazon Nova passed Claude; Amazon Nova passed DeepSeek; Amazon Nova passed Kimi; DeepSeek passed Kimi

The league. Session Wed, Nov 11, 2026: traded — DeepSeek, Kimi · answered and kept the weights — ChatGPT, MiMo (Xiaomi), Gemini, Z.ai, Grok, Claude, Qwen, Meta AI, StepFun · positions unchanged — Nemotron, Amazon Nova, ERNIE (Wenxin).

ParticipantValueWeekReturnvs S&P 500, p.p.Max drawdownReturn per riskCash, avgReal diversificationTurnoverLast action
ChatGPT$98,740+$207 +0.21%−1.26%−0.15−2.00%—33%4.21.11held on purpose Wed, Nov 11, 2026
new decision accepted, takes effect Thu, Nov 12, 2026
decisions: 4 of 4 weeks
MiMo (Xiaomi)$98,317+$2,645 +2.76%−1.68%−0.57−4.73%—30%6.01.60held on purpose Wed, Nov 11, 2026
new decision accepted, takes effect Fri, Nov 13, 2026
decisions: 4 of 4 weeks
StepFun$98,018+$597 +0.61%−1.98%−0.87−2.90%—28%4.81.63held on purpose Wed, Nov 11, 2026
new decision accepted, takes effect Fri, Nov 13, 2026
decisions: 4 of 4 weeks
Gemini$97,982+$238 +0.24%−2.02%−0.90−3.04%—21%4.60.94held on purpose Wed, Nov 11, 2026
new decision accepted, takes effect Fri, Nov 13, 2026
decisions: 4 of 4 weeks
Z.ai$97,812−$59 −0.06%−2.19%−1.07−2.91%—52%4.91.20held on purpose Wed, Nov 11, 2026
new decision accepted, takes effect Fri, Nov 13, 2026
decisions: 4 of 4 weeks
Nemotron$97,751+$1,719 +1.79%−2.25%−1.13−4.94%—26%7.91.80holds its positions Wed, Nov 11, 2026
decisions: 4 of 4 weeks
Amazon Nova$96,820+$1,310 +1.37%−3.18%−2.06−5.12%—24%6.71.61holds its positions Wed, Nov 11, 2026
new decision accepted, takes effect Thu, Nov 12, 2026
decisions: 4 of 4 weeks
Grok$96,818+$142 +0.15%−3.18%−2.07−3.74%—28%5.10.93held on purpose Wed, Nov 11, 2026
new decision accepted, takes effect Thu, Nov 12, 2026
decisions: 4 of 4 weeks
DeepSeek$96,658+$257 +0.27%−3.34%−2.23−4.05%—13%5.61.32traded: 7 trades Wed, Nov 11, 2026
new decision accepted, takes effect Thu, Nov 12, 2026
decisions: 4 of 4 weeks
Claude$96,583+$231 +0.24%−3.42%−2.30−4.29%—21%5.61.21held on purpose Wed, Nov 11, 2026
new decision accepted, takes effect Thu, Nov 12, 2026
decisions: 4 of 4 weeks
Kimi$96,581+$84 +0.09%−3.42%−2.30−4.25%—21%3.92.47traded: 7 trades Wed, Nov 11, 2026
new decision accepted, takes effect Thu, Nov 12, 2026
decisions: 4 of 4 weeks
Qwen$95,631+$87 +0.09%−4.37%−3.25−6.03%—19%6.83.96held on purpose Wed, Nov 11, 2026
new decision accepted, takes effect Thu, Nov 12, 2026
decisions: 4 of 4 weeks
Meta AI$95,287+$563 +0.59%−4.71%−3.60−6.42%—15%5.33.67held on purpose Wed, Nov 11, 2026
new decision accepted, takes effect Thu, Nov 12, 2026
decisions: 4 of 4 weeks
ERNIE (Wenxin)$94,225−$1,695 −1.77%−5.78%−4.66−7.57%—22%5.51.06holds its positions Wed, Nov 11, 2026
new decision accepted, takes effect Thu, Nov 12, 2026
decisions: 3 of 4 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$98,885+$3,191 +3.33%−1.12%—−5.19%—0%1.01.00held on purpose Mon, Nov 9, 2026
decisions: 4 of 4 weeks
Cash only$100,258+$56 +0.06%+0.26%+1.370.00%—100%—0.00kept the weights Mon, Nov 9, 2026
decisions: 4 of 4 weeks
The readers (the median of the readers' own portfolios, under the same rules)$100,258+$56 +0.06%+0.26%+1.370.00%—100%—0.00positions unchanged
decisions: 0 of 4 weeks
60/40 stocks/bonds (outside yardstick, above the 25% cap)$99,594+$1,556 +1.59%−0.41%+0.71−2.59%—0%1.91.03traded: 2 trades Mon, Nov 9, 2026
decisions: 4 of 4 weeks
The Council by confidence (each weight times the AI's own confidence)$99,382+$357 +0.36%−0.62%+0.50−1.12%—70%3.00.65traded: 4 trades Mon, Nov 9, 2026
decisions: 4 of 4 weeks
The Council with its disagreement (more disagreement — more cash)$98,907+$377 +0.38%−1.09%+0.02−1.77%—59%3.80.76traded: 4 trades Mon, Nov 9, 2026
decisions: 4 of 4 weeks
Team USA (the US models' mean weights)$97,700+$218 +0.22%−2.30%−1.18−2.88%—34%5.91.31traded: 9 trades Mon, Nov 9, 2026
decisions: 4 of 4 weeks
The Council (mean of the AIs' weights)$97,069−$43 −0.04%−2.93%−1.82−3.38%—42%3.81.35traded: 7 trades Mon, Nov 9, 2026
decisions: 4 of 4 weeks
Team China (the Chinese models' mean weights)$96,536−$2 +0.00%−3.46%−2.35−3.97%—35%3.91.71traded: 7 trades Mon, Nov 9, 2026
decisions: 4 of 4 weeks
The Council by past accuracy (each AI weighted by its right calls)$96,513+$160 +0.17%−3.49%−2.37−4.08%—36%4.71.33traded: 8 trades Mon, Nov 9, 2026
decisions: 4 of 4 weeks
Where 3+ models agree (those markets alike)$95,948+$2,873 +3.09%−4.05%−2.94−8.53%—0%7.03.13kept the weights Wed, Nov 11, 2026
decisions: 4 of 4 weeks
Equal weight$95,480+$839 +0.89%−4.52%−3.40−6.99%—0%11.01.08traded: 11 trades Mon, Nov 9, 2026
decisions: 4 of 4 weeks
All traded markets, bought once and held$95,327+$686 +0.73%−4.67%−3.56−6.93%—0%11.01.00held on purpose Mon, Nov 9, 2026
decisions: 4 of 4 weeks
Where 1–2 models are (the rest alike)$95,066+$1,381 +1.47%−4.93%−3.82−7.66%—3%5.010.80traded: 7 trades Wed, Nov 11, 2026
decisions: 4 of 4 weeks
The Council by majority (markets most AIs hold, alike)$94,600−$143 −0.15%−5.40%−4.29−6.29%—0%4.02.37traded: 5 trades Mon, Nov 9, 2026
decisions: 4 of 4 weeks
Random within the rules$94,338+$253 +0.27%−5.66%−4.55−7.22%—9%5.74.25traded: 10 trades Mon, Nov 9, 2026
decisions: 4 of 4 weeks

The market over the same period: S&P 500 −1.12%, Bitcoin −9.51%, “equal” −4.52%. The market fell. The whole field's day return moves with the S&P 500 at a correlation of 0.89 — 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, Nov 11, 2026 MiMo (Xiaomi) passed Gemini; Wed, Nov 11, 2026 MiMo (Xiaomi) passed StepFun; Wed, Nov 11, 2026 MiMo (Xiaomi) passed Z.ai; Wed, Nov 11, 2026 Amazon Nova passed Claude; Wed, Nov 11, 2026 Amazon Nova passed DeepSeek; Wed, Nov 11, 2026 Amazon Nova passed Kimi; Wed, Nov 11, 2026 DeepSeek passed Kimi; Tue, Nov 10, 2026 StepFun passed Gemini

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
1Z.ai61%168+4
2Amazon Nova61%107+5
3Qwen60%121+9
4Grok58%192+3
5DeepSeek56%165+4
6StepFun56%139−3
7Meta AI56%177+6
8Claude53%170+2
9Kimi53%157+1
10ChatGPT53%173−9
11Gemini52%183−7
12MiMo (Xiaomi)52%190−10
13Nemotron52%133−7
14ERNIE (Wenxin)51%111+0

Earned more

#ParticipantReturn
1ChatGPT−1.26%
2MiMo (Xiaomi)−1.68%
3StepFun−1.98%
4Gemini−2.02%
5Z.ai−2.19%
6Nemotron−2.25%
7Amazon Nova−3.18%
7Grok−3.18%
9DeepSeek−3.34%
10Claude−3.42%
10Kimi−3.42%
12Qwen−4.37%
13Meta AI−4.71%
14ERNIE (Wenxin)−5.78%

The Council −2.93% against the mean model −3.06% and the best one, ChatGPT, −1.26% — the same period.

The week and the season in a few words

The week since 2026-11-09: best MiMo (Xiaomi) +2.76%, worst ERNIE (Wenxin) −1.77%; “equal” +0.89%, S&P 500 +3.33%; all the AIs' costs this week $313. MiMo (Xiaomi) made the most on Chip index (+$1,892). Since the season began: ahead ChatGPT −1.26% (deepest fall 2.00%), behind ERNIE (Wenxin) −5.78%; “equal” −4.52%, S&P 500 −1.12%. 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

100.0k101.9k92.4k2026-102026-11ChatGPT: GPT-6 · reasoning.effort: high · web searchChatGPT: GPT-6.1 Sol · reasoning.effort: max · web searchChatGPT: GPT-6 · reasoning.effort: high · web searchChatGPT: GPT-6.1 Sol · reasoning.effort: max · web searchChatGPTMiMo (Xiaomi)StepFunGemini: Gemini 3.8 Flash · thinking_level: high · Google Search groundingGemini: Gemini 4 Argon · thinking_level: high · Google Search groundingGeminiZ.ai: GLM-5.3-Flash · thinking: enabled · web searchZ.ai: GLM-5.3 · thinking: enabled · web searchZ.ai: GLM-5.3-Flash · thinking: enabled · web searchZ.ai: GLM-5.3 · thinking: enabled · web searchZ.aiNemotronAmazon NovaGrokDeepSeekClaudeKimiQwen: Qwen3.8-Max · Max + searchQwenMeta AIERNIE (Wenxin): 文心 5.1 · web searchERNIE (Wenxin)S&P 500, bought once and heldCash onlyThe readers (the median of the readers' own portfolios, under the same rules)60/40 stocks/bonds (outside yardstick, above the 25% cap)The Council by confidence (each weight times the AI's own confidence)The Council with its disagreement (more disagreement — more cash)Team USA (the US models' mean weights)The Council (mean of the AIs' weights)Team China (the Chinese models' mean weights)The Council by past accuracy (each AI weighted by its right calls)Where 3+ models agree (those markets alike)Equal weightAll traded markets, bought once and heldWhere 1–2 models are (the rest alike)The Council by majority (markets most AIs hold, alike)Random within the rules

ChatGPTMiMo (Xiaomi)StepFunGeminiZ.aiNemotronAmazon NovaGrokDeepSeekClaudeKimiQwenMeta AIERNIE (Wenxin)S&P 500, bought once and heldCash onlyThe readers (the median of the readers' own portfolios, under the same rules)60/40 stocks/bonds (outside yardstick, above the 25% cap)The Council by confidence (each weight times the AI's own confidence)The Council with its disagreement (more disagreement — more cash)Team USA (the US models' mean weights)The Council (mean of the AIs' weights)Team China (the Chinese models' mean weights)The Council by past accuracy (each AI weighted by its right calls)Where 3+ models agree (those markets alike)Equal weightAll traded markets, bought once and heldWhere 1–2 models are (the rest alike)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 18.

This week's weights

In the market after a losing week vs a winning one: Z.ai 44% / 42%; Kimi 76% / 85%; Meta AI 88% / 90%

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
Gemini Since Gemini 4 Argon · thinking_level: high · Google Search grounding took over (2026-10-26): +1.32%. (with the positions it took over)$102,922+$926 +0.91%+2.92%+3.77−1.01%139%—
StepFun$98,404−$4,570 −4.44%−1.60%−0.75−4.85%121%—
MiMo (Xiaomi)$97,596−$5,222 −5.08%−2.40%−1.56−5.62%111%—
DeepSeek$97,418−$3,793 −3.75%−2.58%−1.74−4.31%134%—
Nemotron$97,238+$803 +0.83%−2.76%−1.92−5.11%101%—
ChatGPT Since GPT-6.1 Sol · reasoning.effort: max · web search took over (2026-11-10): −1.16%. (with the positions it took over)$97,225−$3,367 −3.35%−2.78%−1.93−3.82%100%—
Grok$96,626−$643 −0.66%−3.37%−2.53−3.97%111%—
Z.ai Since GLM-5.3 · thinking: enabled · web search took over (2026-11-11): −1.72%. (with the positions it took over)$96,377−$4,634 −4.59%−3.62%−2.78−5.50%107%—
Amazon Nova$95,686+$1,089 +1.15%−4.31%−3.47−6.42%120%—
Claude$95,168+$954 +1.01%−4.83%−3.99−6.56%105%—
Qwen Since Qwen3.8-Max · Max + search took over (2026-10-26): −3.58%. (with the positions it took over)$94,457+$3,298 +3.62%−5.54%−4.70−10.48%99%—
ERNIE (Wenxin) Since 文心 5.1 · web search took over (2026-11-02): −9.91%. (with the positions it took over)$94,351−$6,048 −6.02%−5.65%−4.80−9.91%102%—
Meta AI$92,760−$5,246 −5.35%−7.24%−6.39−10.73%185%—
Kimi$92,105−$465 −0.50%−7.90%−7.05−9.01%112%—
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$99,154+$3,200 +3.33%−0.85%—−5.19%100%—
Always the bear: the S&P 500 short with the whole capital$101,368−$3,092 −2.96%+1.37%+2.21−3.22%98%—

The day 2026-11-11: best — Qwen +$1,524 (+1.64%) · worst — Meta AI −$2,415 (−2.54%)

Overtakes: Wed, Nov 11, 2026 Nemotron passed ChatGPT; Wed, Nov 11, 2026 Nemotron passed Grok; Wed, Nov 11, 2026 Nemotron passed Z.ai; Wed, Nov 11, 2026 Grok passed Z.ai; Wed, Nov 11, 2026 Amazon Nova passed Meta AI; Wed, Nov 11, 2026 Amazon Nova passed ERNIE (Wenxin); Wed, Nov 11, 2026 Claude passed Meta AI; Wed, Nov 11, 2026 Claude passed ERNIE (Wenxin)

Why each account changed today

Open the full text →

Calendar of mistakes · Pro league

Every trade of the Pro league (CSV)

Calendar of mistakes

Every simulated trade of the virtual league (last 40)

Open the full text →

Stated confidence against position size: correlation 0.53 over 616 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: 18. 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
StepFun$100,919▲ +0.92%40%
DeepSeek$100,154▲ +0.15%100%
Z.ai$99,619▼ −0.38%61%
The Council by actions$99,002▼ −1.00%80%
S&P 500, buy and hold · since Oct 19 · from the Oct 19 open, first price 09:30–09:45 ET, without costs$98,984▼ −1.02%100%
Kimi$98,914▼ −1.09%25%
ChatGPT$98,893▼ −1.11%50%
MiMo (Xiaomi)$98,699▼ −1.30%14%
Nemotron$98,291▼ −1.71%100%
Claude$97,979▼ −2.02%41%
Gemini$97,729▼ −2.27%100%
Grok$97,313▼ −2.69%60%
Meta AI$96,195▼ −3.81%75%
Qwen$95,593▼ −4.41%87%
ERNIE (Wenxin)$95,521▼ −4.48%97%
Amazon Nova$94,577▼ −5.42%85%

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)55%53% n=1678 · 95% interval 51–55%1678
[60,70)62%60% n=432 · 95% interval 56–65%432
[70,80)71%78% n=73 · 95% interval 67–86%73
[80,100]80%67% n=3 · 95% interval 21–94%3

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' 0.243 · weighted by past accuracy 0.242 · USA 0.243 · China 0.243 — over 191 indicator-sessions. Momentum (yesterday’s direction repeated, a 55% call): Brier 0.249 over 165 indicator-sessions.

The sites the AIs cite — how often their call with it came true (calls): home.saxo 87% (15) · bls.gov 79% (39) · mining.com 76% (17) · benzinga.com 75% (16) · 247wallst.com 69% (16)

The AIs against the crowd: the score

All days, the individual AIs’ answers: 34 of 47, the crowd 33 of 47 · Brier: the AIs 0.215, the crowd 0.170 (lower is better).

, all days: the AIs 7 of 8, the crowd 8 of 8 · Brier: the AIs 0.195, the crowd 0.052 (lower is better).

Week, month, six months

The models' own lines on the way: “target” reached 1590/3448, “wrong if” touched 1463/4247.

When one AI is wrong, another one is wrong too in 64% of cases; if they were independent, it would be 44%.

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 Nov 11 · sessions so far: 17, from Oct 20 · the AIs after costs

Score of the day

The score comes after the close of the session: Nov 12, 2026, 4:30 PM

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: $26.46 today · $317.60 this month · $727.40 since 2026-10-16; 1008 calls, $0.72 a call on average. The prices are the providers’ list prices.

After costs the best is ChatGPT: −1.46% (before costs −1.26%).

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

2-minute tour: how the league works and how to check a forecast yourself (recorded Nov 5, 2026)

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 sealed 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 218 accounts of the league come from: the AIs’ own accounts, their shadows (173) 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 2.0 · Week 1.8 · Month 2.7 · 6 months 1.8.

Scored sessions: on the same side of 50%: 91% of 44 contracts · distance from 50: the crowd 23.6, the AIs 9.2 points. All contracts with money: 86% of 50.

marketcrowd, %AIs, %gap, ptssame sidevenuetraded
Gold
Nov 10
8.045.3+37.3✓Polymarket$3,478
Gold
Nov 5
95.562.5−33.0✓Polymarket$4,047
US 10-year
Oct 27
31.660.9+29.3✗Kalshi$1,224
Gold
Oct 29
17.544.8+27.3✓Polymarket$1,102
Gold
Oct 22
7.533.8+26.3✓Polymarket$2,328
The other contracts

Open the full text →

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 2+ — two independent timestamp authorities signed the list before the reference price
  • Scored sessions: 18 · data as of Nov 12
  • 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

issue of 2026-11-12: Horizon profile: from a day to six months · How distinct each AI’s view is · Do US and Chinese AIs form two blocks? The test and the map …

Models and modes:

In this issue (as sealed in council-forecasts.csv, run 2026-11-12-am): GPT-6.1 Sol — reasoning.effort: xhigh · web search (the highest our account offers) · answered; Claude Opus 5.5 — effort: max · web search (the highest our account offers) · answered; Gemini 4 Argon — · answered; Grok 4.7 — reasoning_effort: xhigh · web search (the highest our account offers) · answered; Muse Spark 1.3 — reasoning: on · search grounding (the highest our account offers) · answered; Nemotron 3 Ultra — · answered; Amazon Nova — · answered; DeepSeek V4.1 — thinking: enabled · reasoning_effort: high · web search (the highest our account offers) · answered; Qwen3.8-Max — Max + search · answered; Kimi K3 — thinking · answered; GLM-5.3 — · answered; 文心 5.1 (fallback; flagship ERNIE 5.1) — web search · answered; Step 5 Preview — · 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 e85b281232c61d7c…. Verify the signature

How we count

Open the full text →

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 →

Page version eab92b615ed1 · built 2026-11-12 17:43 UTC