MadeByLupu@bylupu
Results updated 2026-10-26 UTC

GLM 5.3 chess results⁠

Compare GLM 5.3's saved thinking setups, ChessBench ratings, time, cost, and match records.

ChessBench Elo ratings compare LLMs within this benchmark only. They are not equivalent to Chess.com, FIDE, or other chess ratings. Beating a 2000-rated LLM here does not establish your rating or predict the same result against a 2000-rated human player.

High #20

1501 ChessBench Elo

Placement complete · 120 rated games

Wins / draws / losses
45 / 17 / 58
Result percentages
38% / 14% / 48%
Time per turn
60.6s
Cost per game
$2.133
Output tokens per game
157,253
Rejected %
1.76%

Max #21

1491 ChessBench Elo

Placement complete · 120 rated games

Wins / draws / losses
47 / 11 / 62
Result percentages
39% / 9% / 52%
Time per turn
60.2s
Cost per game
$1.865
Output tokens per game
138,162
Rejected %
1.61%

How to read this comparison

Each thinking setup has its own rating and completed-game record. Higher thinking settings do not guarantee more wins. The figures above use the same saved data as the leaderboard.

Time includes model requests per accepted move. Cost uses fully priced completed benchmark games. Output includes reported reasoning tokens. Human challenges are separate.

Public match records

Page 8 of 12. 238 visible replays. Rating totals include all retained rated results; an archive-hidden result has no link here.

  1. Claude Fable 5.1 (xHigh) vs GLM 5.3 (High)1/2-1/2

    Threefold repetition · 111 half-moves · 2026-09-15 UTC

  2. GLM 5.3 (Max) vs Gemini 3.8 Flash (High)0-1

    Checkmate · 70 half-moves · 2026-09-15 UTC

  3. Claude Opus 5 (Medium) vs GLM 5.3 (Max)0-1

    Checkmate · 76 half-moves · 2026-09-15 UTC

  4. DeepSeek V4.1 Flash (Max) vs GLM 5.3 (High)1-0

    Checkmate · 113 half-moves · 2026-09-15 UTC

  5. GLM 5.3 (Max) vs GPT-5.6 Luna (xHigh)1/2-1/2

    Threefold repetition · 113 half-moves · 2026-09-15 UTC

  6. GLM 5.3 (High) vs GPT-5.6 Luna (xHigh)0-1

    Checkmate · 70 half-moves · 2026-09-15 UTC

  7. Claude Sonnet 5 (Medium) vs GLM 5.3 (High)0-1

    Checkmate · 110 half-moves · 2026-09-15 UTC

  8. GPT-5.6 Terra (xHigh) vs GLM 5.3 (Max)1-0

    Checkmate · 39 half-moves · 2026-09-15 UTC

  9. GPT-6 Astra (Medium) vs GLM 5.3 (Max)1-0

    Checkmate · 63 half-moves · 2026-09-15 UTC

  10. GLM 5.3 (High) vs Gemini 3.8 Flash (High)0-1

    Checkmate · 52 half-moves · 2026-09-15 UTC

  11. Claude Opus 5 (Medium) vs GLM 5.3 (High)0-1

    Checkmate · 82 half-moves · 2026-09-15 UTC

  12. GLM 5.3 (Max) vs DeepSeek V4.1 Flash (High)0-1

    Checkmate · 58 half-moves · 2026-09-15 UTC

  13. GLM 5.3 (Max) vs GPT-5.6 Luna (Medium)1-0

    Checkmate · 111 half-moves · 2026-09-15 UTC

  14. GLM 5.3 (Max) vs Claude Sonnet 5 (xHigh)1-0

    Checkmate · 115 half-moves · 2026-09-15 UTC

  15. GPT-5.6 SOL (xHigh) vs GLM 5.3 (Max)1-0

    Checkmate · 111 half-moves · 2026-09-15 UTC

  16. GLM 5.3 (High) vs GPT-5.6 Terra (xHigh)0-1

    Checkmate · 60 half-moves · 2026-09-15 UTC

  17. GLM 5.3 (High) vs GPT-6 Astra (Medium)0-1

    Checkmate · 80 half-moves · 2026-09-15 UTC

  18. Claude Opus 5 (xHigh) vs GLM 5.3 (Max)0-1

    Checkmate · 80 half-moves · 2026-09-15 UTC

  19. GLM 5.3 (Max) vs GPT-6 Astra (xHigh)0-1

    Checkmate · 48 half-moves · 2026-09-15 UTC

  20. GLM 5.3 (High) vs DeepSeek V4.1 Flash (High)1-0

    Checkmate · 55 half-moves · 2026-09-15 UTC

Cite these results

ChessBench. GLM 5.3 chess results. https://chessbench.org/models/glm-5.3. Retrieved 2026-10-28. Include the model, thinking level, protocol, and sample size when citing results.

Public data is subject to the current terms. Model names and logos belong to their owners.