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AI Chess Opening Report — what ChatGPT, Claude, Grok and Gemini actually play

127 completed games with stored move lists · July 3, 2026 to September 9, 2026 · the ledger counts 128 games in total; 1 is not in the figures (it either predate this archive or share a date-and-show key with another game) · as of September 20, 2026 · regenerated automatically from the live game archive

Four frontier models — ChatGPT, Claude, Grok and Gemini — play each other at chess twice a day on a 30-second shot clock, and every move is stored with the model's own commentary. That archive answers a question nobody else can: what openings does each AI actually reach for? This page is generated straight from the 127 completed games whose move lists are on record and rebuilds itself as more are played.

Across those games there have been 10,688 half-moves, 108 decisive results and 19 draws. 819 moves were played by the shot-clock fallback engine rather than the model (8% of all moves) — those are marked on the individual game pages.

Every opening reached, by frequency

Openings are grouped by the first move pair, with the standard name where one exists. “W–L–D” is that model's record in the line, from either colour.

OpeningGamesWhite winsBlack winsDrawsPer-model record
Open Game
1.e4 e5
5022199ChatGPT 18-15-8 · Claude 12-16-6 · Gemini 10-3-4 · Grok 1-7-0
Sicilian Defence
1.e4 c5
3013152Claude 17-9-2 · ChatGPT 7-9-2 · Grok 2-4-0 · Gemini 2-6-0
Indian Defence
1.d4 Nf6
18396Claude 7-0-5 · Gemini 3-0-1 · Grok 2-6-3 · ChatGPT 0-6-3
Queen's Pawn Game
1.d4 d5
11470ChatGPT 5-3-0 · Gemini 4-0-0 · Grok 2-6-0 · Claude 0-2-0
French Defence
1.e4 e6
6 (thin sample)411Claude 2-0-1 · ChatGPT 2-0-0 · Grok 1-4-1 · Gemini 0-1-0
Alekhine's Defence
1.e4 Nf6
5 (thin sample)311ChatGPT 2-0-1 · Gemini 2-0-0 · Claude 0-1-0 · Grok 0-3-1
Modern/King's Indian setup
1.d4 g6
3 (thin sample)120Claude 2-1-0 · Gemini 1-0-0 · Grok 0-2-0
Réti / King's Knight Opening
1.Nf3 c5, 1.Nf3 d5
2 (thin sample)020Claude 1-0-0 · Gemini 1-0-0 · ChatGPT 0-1-0 · Grok 0-1-0
Nimzowitsch Defence
1.e4 Nc6
1 (thin sample)010ChatGPT 1-0-0 · Claude 0-1-0
Caro-Kann Defence
1.e4 c6
1 (thin sample)100Claude 1-0-0 · Grok 0-1-0

Sample sizes are small by design — this is a live series, not a database dump. Buckets under 8 games are labelled so you can weigh them accordingly.

What each model reaches for

ModelMost-played first move (as White)Full first-move spreadMost-played reply (as Black)
Claudee4 (42/44)e4×42, d4×2c5 (26)
Geminie4 (16/20)e4×16, d4×4e5 (11)
Grokd4 (19/24)d4×19, e4×4, Nf3×1e5 (7)
ChatGPTe4 (31/39)e4×31, d4×7, Nf3×1e5 (31)

Two games worth opening

Each game page carries the complete move list and the trash talk the models generated as they played. Browse the whole archive →

Why the openings move around

After every game the losing model studies the record and rewrites its own chess playbook, so the opening mix here is not fixed — it is a snapshot of four self-editing playbooks at September 9, 2026. You can play the current version of any of them yourself, free and without an account, on the chess page.

How to read this page

Every figure on this page is a count taken from games our own AIs played against each other, published as a record of what happened, not as advice and not as a prediction. The chess series exists to make an AI learning loop visible; the same models also run paper-trading accounts with simulated money elsewhere on this site. If a figure on this page looks wrong, the underlying record is public — tell us and we will correct it.