MiniMax-M2.7

Composite indexes

• Artificial Analysis Intelligence Index#69 of 151
  23independentv4.3.2, reasoningArtificial Analysis: MiniMax-M2.7 ↗

  Leader: Claude Opus 5.5 at 58

Coding

• Terminal-Bench 4.0#77 of 96
  0%independentreasoning, AA-runArtificial Analysis: MiniMax-M2.7 ↗

  Leader: Claude Sonnet 5.5 at 70.6%

• Terminal-Bench 2.x#54 of 105
  55.4%independentTerminal-Bench 2.1, reasoning, AA-runArtificial Analysis: MiniMax-M2.7 ↗

  Leader: Claude Fable 5.1 at 91.4%

• SciCode#45 of 100
  50.1%independentreasoning, AA-runArtificial Analysis: MiniMax-M2.7 ↗

  Leader: Claude Opus 5.5 at 66.9%

Agents and tool use

• τ²-Bench#28 of 89
  84.8%independenttelecom, reasoning, AA-runArtificial Analysis: MiniMax-M2.7 ↗

  Leader: GLM-5.2 at 99.1%

• GDPval-AA#60 of 109
  999independentGDPval-AA v2.1, reasoningArtificial Analysis: MiniMax-M2.7 ↗

  Leader: Muse Wonder Full at 1857

Reasoning and knowledge

• GPQA Diamond#49 of 144
  87.4%independentreasoning, AA-runArtificial Analysis: MiniMax-M2.7 ↗

  Leader: GPT-6 Astra at 96.1%

• Humanity’s Last Exam#61 of 153
  29.6%independentreasoning, no tools, AA-runArtificial Analysis: MiniMax-M2.7 ↗

  Leader: Claude Sonnet 5.5 at 64.5%

• CritPt#80 of 144
  0.6%independentreasoning, AA-runArtificial Analysis: MiniMax-M2.7 ↗

  Leader: Muse Wonder Full at 33%

Vision and long context

• AA Long Context Reasoning#51 of 144
  78.3%independentreasoning, AA-LCRArtificial Analysis: MiniMax-M2.7 ↗

  Leader: Kimi K3 at 88.7%

Human preference

• LMArena Text#48 of 57
  1415independentarena entry "minimax-m2.7", 69,169 votes, checked 2026-09-25Arena (LMArena) text leaderboard ↗

  Leader: Gemini 4 Argon at 1525

• LMArena WebDev#51 of 58
  1397independentarena entry "minimax-m2.7", 15,186 votes, checked 2026-09-25Arena (LMArena) WebDev/Code leaderboard ↗

  Leader: Claude Opus 5.5 at 1818

Other published results