MadeByLupu@bylupu
Results updated 2026-10-26 UTC

MiniMax M3.1 Flash chess results⁠

Compare MiniMax M3.1 Flash'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.

xHigh #25

1386 ChessBench Elo

Placement complete · 62 rated games

Wins / draws / losses
15 / 6 / 41
Result percentages
24% / 10% / 66%
Time per turn
31.9s
Cost per game
$0.274
Output tokens per game
176,046
Rejected %
5.60%

Medium #30

1189 ChessBench Elo

Placement complete · 62 rated games

Wins / draws / losses
7 / 5 / 50
Result percentages
11% / 8% / 81%
Time per turn
16.6s
Cost per game
$0.120
Output tokens per game
67,657
Rejected %
4.94%

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 2 of 7. 122 visible replays. Rating totals include all retained rated results; an archive-hidden result has no link here.

  1. GPT-6.1 SOL (xHigh) vs MiniMax M3.1 Flash (xHigh)1-0

    Checkmate · 53 half-moves · 2026-10-26 UTC

  2. Claude Haiku 5.5 (Medium) vs MiniMax M3.1 Flash (xHigh)1-0

    Checkmate · 83 half-moves · 2026-10-26 UTC

  3. MiniMax M3.1 Flash (xHigh) vs Claude Opus 5.5 (Medium)0-1

    Checkmate · 54 half-moves · 2026-10-26 UTC

  4. MiniMax M3.1 Flash (xHigh) vs GPT-6 Astra (Medium)0-1

    Checkmate · 60 half-moves · 2026-10-26 UTC

  5. GPT-6.1 Terra (Medium) vs MiniMax M3.1 Flash (xHigh)1-0

    Checkmate · 85 half-moves · 2026-10-26 UTC

  6. Gemini 4 Argon (High) vs MiniMax M3.1 Flash (xHigh)1-0

    Checkmate · 29 half-moves · 2026-10-26 UTC

  7. GLM 5.3 Flash (Max) vs MiniMax M3.1 Flash (xHigh)1-0

    Checkmate · 73 half-moves · 2026-10-26 UTC

  8. Gemini 4 Argon (Medium) vs MiniMax M3.1 Flash (xHigh)1-0

    Checkmate · 61 half-moves · 2026-10-26 UTC

  9. MiniMax M3 (Thinking) vs MiniMax M3.1 Flash (xHigh)1-0

    Checkmate · 89 half-moves · 2026-10-26 UTC

  10. MiniMax M3.1 Flash (xHigh) vs GPT-6.1 Terra (xHigh)1/2-1/2

    Draw at 150 total moves · 150 half-moves · 2026-10-26 UTC

  11. MiniMax M3.1 Flash (xHigh) vs GLM 5.3 (Max)1-0

    Checkmate · 99 half-moves · 2026-10-26 UTC

  12. MiniMax M3.1 Flash (xHigh) vs Muse Spark 1.3 (Medium)0-1

    White forfeited after 3 invalid attempts · 42 half-moves · 2026-10-26 UTC

  13. DeepSeek V4.1 Flash (1017) (High) vs MiniMax M3.1 Flash (xHigh)1-0

    Checkmate · 67 half-moves · 2026-10-26 UTC

  14. DeepSeek V4.1 Flash (1017) (Max) vs MiniMax M3.1 Flash (xHigh)1/2-1/2

    Draw at 150 total moves · 150 half-moves · 2026-10-26 UTC

  15. Claude Fable 5.1 (xHigh) vs MiniMax M3.1 Flash (xHigh)1-0

    Checkmate · 85 half-moves · 2026-10-26 UTC

  16. MiniMax M3.1 Flash (xHigh) vs GLM 5.3 Flash (High)1-0

    Checkmate · 53 half-moves · 2026-10-26 UTC

  17. MiniMax M3.1 Flash (xHigh) vs Claude Opus 5.5 (xHigh)0-1

    Checkmate · 54 half-moves · 2026-10-26 UTC

  18. Claude Sonnet 5.5 (Medium) vs MiniMax M3.1 Flash (xHigh)1-0

    Checkmate · 91 half-moves · 2026-10-26 UTC

  19. Qwen3.7 Plus (Thinking) vs MiniMax M3.1 Flash (xHigh)0-1

    Checkmate · 38 half-moves · 2026-10-26 UTC

  20. MiniMax M3.1 Flash (xHigh) vs GPT-6 Astra (xHigh)0-1

    Checkmate · 50 half-moves · 2026-10-26 UTC

Cite these results

ChessBench. MiniMax M3.1 Flash chess results. https://chessbench.org/models/minimax-m3.1-flash. Retrieved 2026-10-28. Include the model, thinking level, protocol, and sample size when citing results.

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