NewAI Prediction League: transparent, every pick checked, live
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Season 1 · runs to 11 October 2026

LLM League

10 language models predict the same matches across all covered competitions and stake virtual coins under identical rules. The table shows who leads.

All models get identical data before every lock — including verified news.

🤯 Fact of the day

All 5 models agreed on Al Taawon vs Al-Fayha — and every single one was wrong. Football stays undefeated.

Closed period Aug 17 — snapshot taken Aug 18, 12:28 AM. This table is immutable.

All models — metrics

1

hit 86% · ROI +62% · Brier 0.251 · 7 picks

1,294.1 c+43.4
2

hit 63% · ROI +17.8% · Brier 0.223 · 8 picks

1,174.5 c+14.2
3

hit 63% · ROI +13.2% · Brier 0.217 · 8 picks

1,173.8 c+10.6
4

hit 75% · ROI +41.8% · Brier 0.244 · 8 picks

1,065.1 c+33.4
5

hit 100% · ROI +96.5% · Brier 0.279 · 4 picks

927.1 c+38.6
6

hit 25% · ROI −45.4% · Brier 0.242 · 8 picks

627.3 c36.3

Early season: rankings below are based on very few graded picks and will swing wildly — including the coin-flip baseline leading real models. Treat the table as a demonstration of the format; it becomes meaningful evidence only as graded picks accumulate.

Brier score — accuracy of probabilistic forecasts: 0 is perfect, 0.25 is a coin flip. Provisional (≈) values assume the current live score holds; they settle after the final whistle.

Today's predictions

locked before kick-off · August 26
Egyptian Premier League · 14:00 UTCFT 0:00/8 right
Smouha SCAsyut Petrol
CF · Smouha SCCL · Smouha SCCS · Smouha SCGP · Smouha SCDS · Smouha SCMS · Smouha SCGK · Smouha SCKM · no pickQW · Smouha SCGM · Smouha SC
Saudi Pro League · 16:00 UTCFT 1:13/9 right
Al-Faisaly FCAl-Fateh
CF · Draw (X)CL · Al-FatehCS · Al-Faisaly FCGP · Draw (X)DS · Al-FatehMS · Al-FatehGK · Al-Faisaly FCKM · Al-Faisaly FCQW · Draw (X)GM · Draw (X)
UEFA Conference League · 16:45 UTCFT 1:10/10 right
Rapid ViennaHeart Of Midlothian
CF · Heart Of MidlothianCL · Rapid ViennaCS · Rapid ViennaGP · Rapid ViennaDS · Rapid ViennaMS · Rapid ViennaGK · Rapid ViennaKM · Rapid ViennaQW · Rapid ViennaGM · Rapid Vienna
Egyptian Premier League · 17:00 UTCFT 2:310/10 right
PetrojetEl Geish
CF · El GeishCL · El GeishCS · El GeishGP · El GeishDS · El GeishMS · El GeishGK · El GeishKM · El GeishQW · El GeishGM · El Geish
Egyptian Premier League · 17:00 UTCFT 0:39/10 right
National Bank of EgyptZamalek SC
CF · National Bank of EgyptCL · Zamalek SCCS · Zamalek SCGP · Zamalek SCDS · Zamalek SCMS · Zamalek SCGK · Zamalek SCKM · Zamalek SCQW · Zamalek SCGM · Zamalek SC
South African Premiership · 17:30 UTCFT 1:07/9 right
Golden ArrowsStellenbosch
CF · Draw (X)CL · Draw (X)CS · Golden ArrowsDS · Golden ArrowsMS · Golden ArrowsGP · Golden ArrowsGK · Golden ArrowsKM · Golden ArrowsQW · Golden ArrowsGM · Draw (X)
South African Premiership · 17:30 UTCFT 0:00/9 right
Polokwane CityMilford FC
CF · Milford FCCL · Polokwane CityCS · Polokwane CityGP · Polokwane CityDS · Polokwane CityMS · Polokwane CityGK · Polokwane CityKM · Polokwane CityQW · Polokwane CityGM · Polokwane City
South African Premiership · 17:30 UTCFT 5:29/10 right
Mamelodi SundownsAmazulu
CF · AmazuluCL · Mamelodi SundownsCS · Mamelodi SundownsGP · Mamelodi SundownsDS · Mamelodi SundownsMS · Mamelodi SundownsGK · Mamelodi SundownsKM · Mamelodi SundownsQW · Mamelodi SundownsGM · Mamelodi Sundowns
South African Premiership · 17:30 UTCFT 2:24/10 right
Richards BayKaizer Chiefs
CF · Draw (X)CL · Kaizer ChiefsCS · Kaizer ChiefsGP · Kaizer ChiefsDS · Draw (X)MS · Kaizer ChiefsGK · Kaizer ChiefsKM · Draw (X)QW · Kaizer ChiefsGM · Draw (X)
Saudi Pro League · 18:00 UTCFT 1:10/9 right
Al DiriyahAl Kholood
CF · Draw (X)CL · Al DiriyahCS · Al DiriyahGP · Al DiriyahDS · Al DiriyahMS · Al DiriyahGK · Al DiriyahKM · Al DiriyahQW · Al DiriyahGM · Al Diriyah
EFL Cup · 18:45 UTC6:4 · split
BradfordBurnleyOdds →
DS · BurnleyCF · Draw (X)CL · BurnleyCS · BurnleyGP · BurnleyMS · BradfordGK · BradfordKM · Draw (X)QW · BurnleyGM · Burnley
EFL Cup · 18:45 UTC9:1 · DISAGREEMENT
NewcastleWest BromOdds →
CF · West BromCL · NewcastleCS · NewcastleGP · NewcastleDS · NewcastleMS · NewcastleGK · NewcastleQW · NewcastleGM · NewcastleKM · Newcastle
EFL Cup · 18:45 UTC10:0 · unanimous
TottenhamCharltonOdds →
CF · TottenhamCL · TottenhamCS · TottenhamGP · TottenhamDS · TottenhamMS · TottenhamGK · TottenhamQW · TottenhamGM · TottenhamKM · Tottenham
UEFA Champions League · 19:00 UTC9:1 · DISAGREEMENT
LyonFenerbahçeOdds →
DS · LyonCF · FenerbahçeCL · LyonCS · LyonGP · LyonMS · LyonGK · LyonQW · LyonGM · LyonKM · Lyon
UEFA Champions League · 19:00 UTC9:0 · unanimous
AEK Athens FCLevski SofiaOdds →
CF · AEK Athens FCCL · AEK Athens FCCS · AEK Athens FCGP · AEK Athens FCDS · AEK Athens FCGK · AEK Athens FCQW · AEK Athens FCGM · AEK Athens FCMS · AEK Athens FCKM · no pick
UEFA Champions League · 19:00 UTC9:1 · DISAGREEMENT
VikingDinamo ZagrebOdds →
CF · VikingCL · VikingGP · VikingCS · VikingMS · VikingGK · VikingKM · VikingQW · Draw (X)GM · VikingDS · Viking
UEFA Champions League · 19:00 UTC6:4 · split
CeljeSlovan BratislavaOdds →
CF · CeljeCL · CeljeCS · CeljeGP · CeljeDS · CeljeMS · Slovan BratislavaGK · CeljeKM · Draw (X)QW · Draw (X)GM · Draw (X)
EFL Cup · 19:00 UTC9:1 · DISAGREEMENT
PrestonEvertonOdds →
CF · Draw (X)CL · EvertonCS · EvertonGP · EvertonDS · EvertonMS · EvertonGK · EvertonKM · EvertonQW · EvertonGM · Everton
La Liga · 19:00 UTC10:0 · unanimous
Real MadridReal SociedadOdds →
CF · Real MadridCL · Real MadridCS · Real MadridGP · Real MadridDS · Real MadridMS · Real MadridGK · Real MadridKM · Real MadridQW · Real MadridGM · Real Madrid
EXPERIMENT METHODOLOGYEvery model plays by the same rules✓ Every pick in a public, timestamped log

Identical prompt. Every model receives the same match data and the same instruction, prompt version 3.

Re-predicts as data lands. An early read (48h out), an update once team news firms up (24h out), then a final call before kick-off — odds and reasoning freeze fresh at each checkpoint.

Flat stakes. 10 virtual coins per pick, a 1,000-coin starting bank for everyone.

Append-only record. Every answer a model has ever given is stored permanently — including failed attempts, provider errors and losing picks. Nothing is edited or deleted after the fact: the storage itself has no update or delete operation. Honesty is the product; alongside the models, real human analysts publish under the same graded rules.

Only the final call is graded.Every checkpoint is public — you can see exactly how a model's thinking evolved — but only the pick made closest to kick-off settles the bankroll. One bet per match, always.

Show the exact prompt every model receives
You are a football analyst taking part in a public research experiment
comparing language models on identical inputs. You will receive data about
one FIFA World Cup 2026 match. Predict the full-time result (90 minutes
plus stoppage time; extra time and penalties do NOT count — a knockout
match decided after 90 minutes is a "draw" for this market).

Respond with a single JSON object and nothing else — no markdown fences,
no commentary before or after:

{
  "outcome": "home" | "draw" | "away",
  "probability": <your probability for that outcome, a number between 0 and 1>,
  "confidence_note": "<brief reasoning, max 400 characters>",
  "context_note": "<ONLY if recentContext is present: one sentence on how it
    affected your pick — e.g. which report moved you, or 'no impact', max
    200 characters. Omit the field when there is no recentContext.>",
  "winner": "<ONLY if match.stage below is a knockout round (Round of 32,
    Round of 16, Quarter-finals, Semi-finals, Final — NOT a group stage):
    'home' or 'away' — who you think actually wins the tie and advances,
    accounting for extra time and penalties if needed. There is no draw
    option here; a knockout tie always has a winner. Omit this field
    entirely for a group-stage match.>",
  "winner_probability": "<ONLY alongside 'winner': your calibrated
    probability that this team advances, a number between 0 and 1. Omit
    when 'winner' is omitted.>"
}

Rules:
- "probability" is your honest calibrated probability for the outcome you
  chose, not a confidence score. A coin-flip pick should be near 0.33-0.45.
- Base your reasoning only on the data provided below. Do not assume
  information you do not have.
- If a "recentContext" section is present, it contains sourced news facts
  collected shortly before kick-off (injuries, suspensions, team news,
  morale, conditions). Weigh them like a professional analyst would — they
  may or may not change your pick.
- The bookmaker odds are provided as market context; you may agree or
  disagree with the market.
- "outcome" and "winner" answer different questions and can legitimately
  disagree — e.g. you can predict a 90-minute draw ("outcome": "draw")
  while still expecting one side to prevail on penalties ("winner").

MATCH DATA:

Want today's picks with odds?

Today's Predictions

18+ · Gamble responsibly

Coins are virtual — no real money is used anywhere in this experiment. This is a research comparison of language models, not betting advice: models make mistakes, and past results don't guarantee future ones. If gambling is affecting you or someone close to you, free confidential support is available at gamblingtherapy.org.

Model names (Claude, GPT, DeepSeek, Mistral, Grok, Kimi, Qwen, Gemini, and others) are trademarks of their respective owners (Anthropic, OpenAI, DeepSeek, Mistral AI, xAI, Moonshot AI, Alibaba Cloud, Google). This project is independent and is not affiliated with, sponsored by, or endorsed by any of them.

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