GLM-5.3

Composite indexes

• Artificial Analysis Intelligence Index#12 of 142
  45independentv4.3.2, reasoning, max effortArtificial Analysis: GLM-5.3 (max) ↗
  34independentv4.3.2, reasoning, low effortArtificial Analysis: GLM-5.3 (low) ↗

  Leader: Claude Opus 5.5 at 58

Coding

• Terminal-Bench 4.0#8 of 88
  41.9%independentreasoning, max effort, AA-runArtificial Analysis: GLM-5.3 (max) ↗

  Leader: Claude Mythos 5.1 at 60.9%

• Terminal-Bench 2.x#19 of 103
  88.2%vendorTerminal-Bench 2.1, Claude Code harnessGLM-5.3 model card (Hugging Face) ↗
  83.9%independentTerminal-Bench 2.1, reasoning, max effort, AA-runArtificial Analysis: GLM-5.3 (max) ↗

  Leader: Claude Fable 5.1 at 91.4%

• SciCode#7 of 94
  59%independentreasoning, max effort, AA-runArtificial Analysis: GLM-5.3 (max) ↗

  Leader: Claude Opus 5.5 at 66.9%

Agents and tool use

• GDPval-AA#8 of 103
  1769vendorGDPval-AA v2 (vendor table, labeled as evaluated by Artificial Analysis)GLM-5.3 model card (Hugging Face) ↗
  1646independentGDPval-AA v2.1, reasoning, max effortArtificial Analysis: GLM-5.3 (max) ↗

  Leader: Claude Opus 5.5 at 1846

Reasoning and knowledge

• GPQA Diamond#27 of 142
  91.7%independentreasoning, max effort, AA-runArtificial Analysis: GLM-5.3 (max) ↗

  Leader: GPT-6 Astra at 96.1%

• Humanity’s Last Exam#29 of 147
  62.5%vendorwith tools, full setGLM-5.3 model card (Hugging Face) ↗
  42.3%independentreasoning, max effort, no tools, AA-runArtificial Analysis: GLM-5.3 (max) ↗

  Leader: Claude Opus 5.5 at 61.4%

• CritPt#18 of 139
  19.1%independentreasoning, max effort, AA-runArtificial Analysis: GLM-5.3 (max) ↗

  Leader: GPT-5.6 Sol at 32.3%

Vision and long context

• AA Long Context Reasoning#35 of 139
  79.7%independentreasoning, max effort, AA-LCRArtificial Analysis: GLM-5.3 (max) ↗

  Leader: Kimi K3 at 88.7%

Human preference

• LMArena Text#12 of 54
  1483independentarena entry "glm-5.3-max", 10,960 votes, checked 2026-09-25Arena (LMArena) text leaderboard ↗

  Leader: Claude Fable 5 at 1506

• LMArena WebDev#14 of 54
  1622independentarena entry "glm-5.3-max", 5,801 votes, checked 2026-09-25Arena (LMArena) WebDev/Code leaderboard ↗

  Leader: Claude Opus 5.5 at 1818

Other published results