MiniMax-M3

Composite indexes

• Artificial Analysis Intelligence Index#41 of 142
  29independentv4.3.2, reasoningArtificial Analysis: MiniMax-M3 ↗

  Leader: Claude Opus 5.5 at 58

Coding

• Terminal-Bench 4.0#40 of 88
  2%independentreasoning, AA-runArtificial Analysis: MiniMax-M3 ↗

  Leader: Claude Mythos 5.1 at 60.9%

• Terminal-Bench 2.x#41 of 103
  66%vendorTerminal-Bench 2.1MiniMax blog: MiniMax M3 ↗
  65.2%independentTerminal-Bench 2.1, reasoning, AA-runArtificial Analysis: MiniMax-M3 ↗

  Leader: Claude Fable 5.1 at 91.4%

• SciCode#50 of 94
  47.1%independentreasoning, AA-runArtificial Analysis: MiniMax-M3 ↗

  Leader: Claude Opus 5.5 at 66.9%

• SWE-bench Pro#14 of 31
  59%vendorMiniMax blog: MiniMax M3 ↗

  Leader: Claude Opus 5.5 at 89.9%

Agents and tool use

• τ²-Bench#22 of 88
  88.9%independenttelecom, reasoning, AA-runArtificial Analysis: MiniMax-M3 ↗

  Leader: GLM-5.2 at 99.1%

• GDPval-AA#37 of 103
  1230independentGDPval-AA v2.1, reasoningArtificial Analysis: MiniMax-M3 ↗

  Leader: Claude Opus 5.5 at 1846

• MCP Atlas#7 of 9
  74.2%vendorMiniMax blog: MiniMax M3 ↗

  Leader: Kimi K3 at 84.2%

• OSWorld-Verified#11 of 16
  70.1%vendorOSWorld-VerifiedMiniMax blog: MiniMax M3 ↗

  Leader: Kimi K3 at 84.8%

Reasoning and knowledge

• GPQA Diamond#16 of 142
  92.9%independentreasoning, AA-runArtificial Analysis: MiniMax-M3 ↗

  Leader: GPT-6 Astra at 96.1%

• Humanity’s Last Exam#38 of 147
  39%independentreasoning, no tools, AA-runArtificial Analysis: MiniMax-M3 ↗

  Leader: Claude Opus 5.5 at 61.4%

• CritPt#54 of 139
  3.7%independentreasoning, AA-runArtificial Analysis: MiniMax-M3 ↗

  Leader: GPT-5.6 Sol at 32.3%

Vision and long context

• AA Long Context Reasoning#15 of 139
  83%independentreasoning, AA-LCRArtificial Analysis: MiniMax-M3 ↗

  Leader: Kimi K3 at 88.7%

• MMMU-Pro#24 of 72
  78.6%independentreasoning, AA-runArtificial Analysis: MiniMax-M3 ↗

  Leader: Claude Opus 5.5 at 87.7%

Human preference

• LMArena Text#38 of 54
  1441independentarena entry "minimax-m3", 48,540 votes, checked 2026-09-25Arena (LMArena) text leaderboard ↗

  Leader: Claude Fable 5 at 1506

• LMArena WebDev#39 of 54
  1485independentarena entry "minimax-m3", 14,971 votes, checked 2026-09-25Arena (LMArena) WebDev/Code leaderboard ↗

  Leader: Claude Opus 5.5 at 1818

Other published results