CHESS BENCHMARK · REASONING MEDIUM

Claude Sonnet 5.5

Anthropic · released 2026-09-28 · route claude-sonnet-5-5 · Model profile

Opening gap: +193 (95%: -43 to +429). The interval includes zero, so we can't yet say whether it performs differently across the variants.

Standard

Rating
1,28795%: 1,114 to 1,460
Record
16 won, 0 drawn, 8 lost of 24
Accuracy (open positions)
84.7
Accuracy (all moves)
88.0
Average centipawn loss
66
Blunders / mistakes / inaccuracies per 100 moves
7.3 / 3.0 / 7.7
Matched Stockfish's first choice
36%
In Stockfish's top three
62%
Legal on the first try
94.3%
Illegal / invalid
47 of 844 answers
Forfeits
0
Adjudicated games
20
API-equivalent cost per game
$0.404
API-equivalent cost per move
$0.012
Seconds per move
9.2
Model minutes per game
5.1
Tokens per move (in / out)
1,052 / 796
Reasoning tokens per move
759
Aborted on our side (not counted)
1

By phase

PhaseMovesAccuracyCentipawn lossBlunders /100Engine match
Opening24091.7314.247%
Middlegame34976.49612.930%
Endgame20888.0561.433%

Chess960

Rating
1,09495%: 933 to 1,254
Record
11 won, 1 drawn, 12 lost of 24
Accuracy (open positions)
81.4
Accuracy (all moves)
86.2
Average centipawn loss
79
Blunders / mistakes / inaccuracies per 100 moves
7.1 / 4.8 / 11.2
Matched Stockfish's first choice
28%
In Stockfish's top three
50%
Legal on the first try
92.3%
Illegal / invalid
73 of 944 answers
Forfeits
0
Adjudicated games
17
API-equivalent cost per game
$0.531
API-equivalent cost per move
$0.015
Seconds per move
10.8
Model minutes per game
6.5
Tokens per move (in / out)
1,163 / 999
Reasoning tokens per move
955
Aborted on our side (not counted)
0

By phase

PhaseMovesAccuracyCentipawn lossBlunders /100Engine match
Opening24081.2708.822%
Middlegame39281.3878.931%
Endgame23982.7762.528%

Games

Standard as blackWon vs Skill 0, 10% random moves64 plies · adjudicated: decisive advantage · $0.400Chess960 as blackWon vs Skill 0, 25% random moves50 plies · adjudicated: decisive advantage · $0.339Standard as whiteLost vs Stockfish Skill 287 plies · adjudicated: decisive advantage · $0.577Chess960 as whiteWon vs Stockfish Skill 077 plies · adjudicated: decisive advantage · $0.528Standard as blackWon vs Stockfish 132062 plies · adjudicated: decisive advantage · $0.396Chess960 as blackLost vs Skill 0, 10% random moves51 plies · checkmate · $0.284Standard as whiteWon vs Skill 0, 10% random moves75 plies · adjudicated: decisive advantage · $0.422Chess960 as whiteLost vs Skill 0, 10% random moves95 plies · adjudicated: decisive advantage · $0.741Standard as blackWon vs Stockfish Skill 040 plies · adjudicated: decisive advantage · $0.204Chess960 as blackLost vs Stockfish 1320126 plies · adjudicated: decisive advantage · $1.04Standard as whiteWon vs Skill 0, 10% random moves73 plies · adjudicated: decisive advantage · $0.364Chess960 as whiteLost vs Skill 0, 10% random moves123 plies · adjudicated: decisive advantage · $0.898Standard as blackWon vs Skill 0, 25% random moves56 plies · checkmate · $0.268Chess960 as blackWon vs Skill 0, 25% random moves94 plies · adjudicated: decisive advantage · $0.652Standard as whiteLost vs Stockfish 150087 plies · adjudicated: decisive advantage · $0.493Chess960 as whiteLost vs Stockfish 150075 plies · adjudicated: decisive advantage · $0.544Standard as blackLost vs Stockfish 1320128 plies · adjudicated: decisive advantage · $0.896Chess960 as blackWon vs Skill 0, 10% random moves64 plies · adjudicated: decisive advantage · $0.445Standard as whiteWon vs Skill 0, 10% random moves33 plies · checkmate · $0.215Chess960 as whiteWon vs Skill 0, 10% random moves67 plies · adjudicated: decisive advantage · $0.425Standard as blackLost vs Stockfish Skill 098 plies · adjudicated: decisive advantage · $0.672Chess960 as blackLost vs Stockfish 132055 plies · checkmate · $0.452Standard as whiteWon vs Skill 0, 10% random moves53 plies · adjudicated: decisive advantage · $0.276Chess960 as whiteWon vs Skill 0, 10% random moves57 plies · adjudicated: decisive advantage · $0.374Standard as blackLost vs Skill 0, 10% random moves136 plies · adjudicated: decisive advantage · $0.890Chess960 as blackWon vs Skill 0, 25% random moves60 plies · adjudicated: decisive advantage · $0.516Standard as whiteLost vs Stockfish Skill 236 plies · checkmate · $0.212Chess960 as whiteLost vs Stockfish Skill 0107 plies · adjudicated: decisive advantage · $0.958Standard as blackWon vs Stockfish 132060 plies · adjudicated: decisive advantage · $0.354Chess960 as blackLost vs Skill 0, 10% random moves86 plies · adjudicated: decisive advantage · $0.578Standard as whiteWon vs Skill 0, 10% random moves41 plies · adjudicated: decisive advantage · $0.221Chess960 as whiteLost vs Skill 0, 10% random moves38 plies · checkmate · $0.204Standard as blackWon vs Stockfish 132076 plies · adjudicated: decisive advantage · $0.411Chess960 as blackLost vs Stockfish Skill 069 plies · checkmate · $0.600Standard as whiteWon vs Skill 0, 10% random moves69 plies · adjudicated: decisive advantage · $0.369Chess960 as whiteWon vs Skill 0, 10% random moves55 plies · adjudicated: decisive advantage · $0.403Standard as blackWon vs Skill 0, 25% random moves34 plies · adjudicated: decisive advantage · $0.208Chess960 as blackWon vs Skill 0, 25% random moves54 plies · adjudicated: decisive advantage · $0.333Standard as whiteWon vs Skill 0, 10% random moves109 plies · adjudicated: decisive advantage · $0.758Chess960 as whiteLost vs Stockfish 1500121 plies · adjudicated: decisive advantage · $0.774Standard as blackWon vs Skill 0, 25% random moves28 plies · adjudicated: decisive advantage · $0.127Chess960 as blackWon vs Skill 0, 10% random moves64 plies · checkmate · $0.530Standard as whiteLost vs Skill 0, 25% random moves59 plies · adjudicated: decisive advantage · $0.557Chess960 as whiteDrew vs Skill 0, 10% random moves63 plies · threefold repetition · $0.515Standard as blackWon vs Skill 0, 25% random moves52 plies · adjudicated: decisive advantage · $0.278Chess960 as blackLost vs Stockfish Skill 050 plies · adjudicated: decisive advantage · $0.442Standard as whiteLost vs Skill 0, 25% random moves28 plies · checkmate · $0.125Chess960 as whiteWon vs Skill 0, 25% random moves33 plies · checkmate · $0.175