Kimi K2.7 Code

Composite indexes

• Artificial Analysis Intelligence Index#49 of 142
  26independentv4.3.2, reasoningArtificial Analysis: Kimi K2.7 Code ↗

  Leader: Claude Opus 5.5 at 58

Coding

• Terminal-Bench 4.0#45 of 88
  1%independentreasoning, AA-runArtificial Analysis: Kimi K2.7 Code ↗

  Leader: Claude Mythos 5.1 at 60.9%

• Terminal-Bench 2.x#39 of 103
  67.4%independentTerminal-Bench 2.1, reasoning, AA-runArtificial Analysis: Kimi K2.7 Code ↗

  Leader: Claude Fable 5.1 at 91.4%

• SciCode#48 of 94
  47.8%independentreasoning, AA-runArtificial Analysis: Kimi K2.7 Code ↗

  Leader: Claude Opus 5.5 at 66.9%

Agents and tool use

• τ²-Bench#19 of 88
  90.1%independenttelecom, reasoning, AA-runArtificial Analysis: Kimi K2.7 Code ↗

  Leader: GLM-5.2 at 99.1%

• GDPval-AA#51 of 103
  1025independentGDPval-AA v2.1, reasoningArtificial Analysis: Kimi K2.7 Code ↗

  Leader: Claude Opus 5.5 at 1846

• MCP Atlas#4 of 9
  76%vendorKimi K2.7 Code model card (Hugging Face) ↗

  Leader: Kimi K3 at 84.2%

Reasoning and knowledge

• GPQA Diamond#42 of 142
  89.6%independentreasoning, AA-runArtificial Analysis: Kimi K2.7 Code ↗

  Leader: GPT-6 Astra at 96.1%

• Humanity’s Last Exam#47 of 147
  35%independentreasoning, no tools, AA-runArtificial Analysis: Kimi K2.7 Code ↗

  Leader: Claude Opus 5.5 at 61.4%

• CritPt#40 of 139
  10%independentreasoning, AA-runArtificial Analysis: Kimi K2.7 Code ↗

  Leader: GPT-5.6 Sol at 32.3%

Vision and long context

• AA Long Context Reasoning#39 of 139
  79.3%independentreasoning, AA-LCRArtificial Analysis: Kimi K2.7 Code ↗

  Leader: Kimi K3 at 88.7%

Human preference

• LMArena WebDev#41 of 54
  1472independentarena entry "kimi-k2.7-code", 4,684 votes, checked 2026-09-25Arena (LMArena) WebDev/Code leaderboard ↗

  Leader: Claude Opus 5.5 at 1818

Other published results