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Benchmark page

Grok 4.20 chess benchmark results

Grok 4.20 scored 54.7% strict accuracy on ChessBench, solving 82 of 150 fixed Lichess tactics when the answer had to match the expected UCI move line exactly.

Strict accuracy

54.7%

Correct puzzles

82 / 150

Prompt tokens

79,371

Total cost

$4.28

Benchmark updated

May 31, 2026, 6:23 AM

Tactical breakdown

Fork

33.3%

Find the tactical line that creates a fork.

Hanging piece

30.0%

Find the line that wins an undefended piece.

Mate in 1

86.7%

Solve a forced mate in one move.

Mate in 2

76.7%

Solve a forced mate in two moves.

Pin

46.7%

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 "Grok 4.20chess benchmark" and "Grok 4.20tactical 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: san_converted

View original Lichess puzzle

Mate in 1

Puzzle lCsaK

Solved

Expected line: d5f7

Model line: d5f7

Parse status: loose_invalid_count

View original Lichess puzzle

Mate in 1

Puzzle LCT4l

Solved

Expected line: d8f8

Model line: d8f8

Parse status: san_converted

View original Lichess puzzle

Mate in 1

Puzzle Gxali

Missed

Expected line: b5e8

Model line: c5e6

Parse status: repair_ok

View original Lichess puzzle

Mate in 1

Puzzle k82EC

Missed

Expected line: b1h7

Model line: b1b8

Parse status: repair_ok

View original Lichess puzzle

Mate in 1

Puzzle 8OlZE

Missed

Expected line: d6h6

Model line: No parseable line returned

Parse status: invalid_count

View original Lichess puzzle