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Benchmark page

Gemini 3.1 Pro Preview chess benchmark results

Gemini 3.1 Pro Preview scored 55.3% strict accuracy on ChessBench, solving 83 of 150 fixed Lichess tactics when the answer had to match the expected UCI move line exactly.

Strict accuracy

55.3%

Correct puzzles

83 / 150

Prompt tokens

72,034

Total cost

$4.52

Benchmark updated

Mar 25, 2026, 3:29 AM

Tactical breakdown

Fork

43.3%

Find the tactical line that creates a fork.

Hanging piece

50.0%

Find the line that wins an undefended piece.

Mate in 1

83.3%

Solve a forced mate in one move.

Mate in 2

56.7%

Solve a forced mate in two moves.

Pin

43.3%

Find the tactical line that exploits a pin.

Why this page can rank

This page gives Google a stable, canonical URL for the model and describes the benchmark result in plain HTML instead of only inside the interactive explorer.

It also links back to the benchmark methodology and exposes model-specific copy, numbers, and sample puzzle outcomes that are relevant to searches like "Gemini 3.1 Pro Previewchess benchmark" and "Gemini 3.1 Pro Previewtactical reasoning results".

For the full dataset definition and scoring details, visit the ChessBench dataset and methodology page.

Sample benchmark outcomes

These examples add readable, model-specific context beyond a single leaderboard number.

Open the full explorer

Mate in 1

Puzzle 5ZUAJ

Solved

Expected line: g2c2

Model line: g2c2

Parse status: ok

View original Lichess puzzle

Mate in 1

Puzzle Gxali

Solved

Expected line: b5e8

Model line: b5e8

Parse status: ok

View original Lichess puzzle

Mate in 1

Puzzle k82EC

Solved

Expected line: b1h7

Model line: b1h7

Parse status: ok

View original Lichess puzzle

Mate in 1

Puzzle v00QN

Missed

Expected line: g6g7

Model line: g5h5

Parse status: ok

View original Lichess puzzle

Mate in 1

Puzzle 8OlZE

Missed

Expected line: d6h6

Model line: d6f8

Parse status: ok

View original Lichess puzzle

Mate in 1

Puzzle Fgl6s

Missed

Expected line: f5h7

Model line: h6h8

Parse status: ok

View original Lichess puzzle