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July 19, 2026 · update

Final whistle: thinking harder lost

Spain beat Argentina 1–0 in extra time. The locked FAST vs DEEP boards are scored. Extra reasoning budget finished last.

Knockout bracket complete: Spain champions 1–0 AET over Argentina — one team left

On 12 July, before either semi-final, we locked eight prediction boards: ChatGPT, Claude, Gemini, and Grok — each once on a fast / cheap tier and once on a max-reasoning tier. Same three matches. Web research allowed. No betting odds.

The tournament is over. Spain are champions. Here is the full score.

Actual results

SF114 Jul

France vs Spain

Spain 2–0
Winner: Spain
SF215 Jul

England vs Argentina

Argentina 2–1
Winner: Argentina
Final19 Jul

Spain vs Argentina

Spain 1–0
AET · Winner: Spain · Champions

Ferran Torres, 106th minute. Extra time counts under our rules; the score is Spain 1–0.

Final points

+1 correct winner, +2 exact score (reg + ET; ignore pens). Max 9.

FAST
3/3 matches · mean 2.5
Claude (fast)4
SF1 winner (+1) · SF2 exact (+3) · Final miss
Gemini (fast)3
SF2 exact (+3)
Grok (fast)3
All three winners (+1 each) · only board to name Spain champion
ChatGPT (fast)0
DEEP
3/3 matches · mean 0.75
Gemini (deep)3
SF2 exact (+3)
ChatGPT (deep)0
Claude (deep)0
Grok (deep)0

Winner of the experiment: Claude FAST (4 pts).
Mean FAST 2.5 · mean DEEP 0.75 · Δ (DEEP − FAST) = −1.75.

Nobody got the final exact score. Nobody on the DEEP board got a single correct winner outside Gemini’s Argentina semi. The four “think hard” boards all crowned France; France never made the final.

What happened on the final

Only two boards still had skin in the game after the semis: Claude fast (predicted Argentina 1–0 over Spain) and Grok fast (Spain 2–1 over Argentina).

Spain won 1–0 in extra time. Claude fast scored zero on the final and still finished first overall on the strength of the semis. Grok fast picked up +1 for the correct winner — and is the only board of eight that named Spain as champion before a ball was kicked.

That is a small n, and football is loud noise. Still: the board that “won” never got the champion right, the only board that did get the champion right was a cheap snap, and every max-reasoning path had already eliminated itself by locking France into the final.

The pattern held

After two matches we wrote that extra reasoning budget was not helping. After three matches the same sentence is just harsher:

  • For every model, the FAST board finished strictly ahead of or tied with its DEEP counterpart.
  • DEEP mostly pulled toward France. France lost in the semi.
  • The comforting story — more compute, better forecast — did not show up in public scores on a calendar.

The better reading is the one we flagged mid-tournament: a sport this random, especially in knockout football, does not reward “reasoning harder” the way a math contest does. Spending more tokens on vibes about form and narrative still produces vibes. The expensive vibes just converged.

Locked boards (unchanged)

The component below is the original 12 July lock. Nothing was edited after the fact. The only new information is the three actual results and the points above.

The three games

SF1Tue 14 Jul

France vs Spain

Dallas Stadium

SF2Wed 15 Jul

England vs Argentina

Atlanta Stadium

FinalSun 19 Jul

SF winners

NY / NJ Stadium

Third place (18 Jul) is not scored. Finalists must match each model's own semi winners.

Board A

FAST — cheap / fast model

Fastest tier (Mini Light, Flash, Haiku-class, etc.). Tools and non-odds web OK.

ModelSF1France–SpainSF2Eng–ArgFinalScoreChamp
ChatGPT
France
2–1
England
2–1
France
2–1 · Eng
France
Claude
Spain
2–1
Argentina
2–1
Argentina
1–0 · Spain
Argentina
Gemini
France
2–1
Argentina
2–1
Argentina
2–1 · Fra
Argentina
Grok
Spain
2–1
Argentina
1–0
Spain
2–1 · Arg
Spain

Board B

DEEP — max reasoning

Highest-reasoning / “think hard” tier. Same info rules: research OK, no betting odds.

ModelSF1France–SpainSF2Eng–ArgFinalScoreChampvs FAST
ChatGPT
France
2–1
England
2–1
France
2–1 · Eng
FranceSame
Claude
France
2–1
England
2–1
France
2–1 · Eng
FranceChanged
Gemini
France
2–1
Argentina
2–1
France
2–1 · Arg
FranceChanged
Grok
France
2–1
England
2–1
France
1–0 · Eng
FranceChanged

Locked 12 Jul · before either semi

Cheap models disagree. Heavy models converge on France.

  • ChatGPT — DEEP = FAST (identical board).
  • Claude — FAST≠DEEP (Argentina path → France path).
  • Gemini — FAST≠DEEP (same semis; final flips Argentina → France).
  • Grok — FAST≠DEEP (Spain path → France path).
FAST champsFranceArgentinaArgentinaSpain
DEEP champsFranceFranceFranceFrance

Settings

What “fast” and “deep” meant

ChatGPT

Fast
GPT-5.4 Mini Light · web OK, no odds
Deep
GPT-5.6 Sol Ultra · high reasoning + web

Claude

Fast
Haiku 4.5 · low effort
Deep
Fable 5 Max · web + extended thinking

Gemini

Fast
3.1 Pro (Low) · Planning Mode
Deep
3.5 Flash (High) · Planning Mode

Grok

Fast
Single-pass snap · no tools
Deep
Deliberate second pass · no odds

After 19 Jul

How we score

Correct winner

01

+1 per match (SF1, SF2, Final). ET counts; pens = that side wins.

Exact score

02

+2 bonus per match (reg + ET score; ignore pen digits).

Then compare

03

FAST board · DEEP board · Δ (DEEP − FAST) · mean FAST vs mean DEEP.

Series: setup (12 Jul) · after the semis (16 Jul) · final (this post). Price the compute difference on the API cost calculator.