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GLM-5.3Chat with this model
AttributeGLM-5.3z-ai/glm-5.3
Specs
Context window1M
Max output128K
Input modalitiesText
Output modalitiesText
Capabilities
StreamingSupported
Tool callingSupported
Structured output (JSON)Supported
Image inputNot supported
Thinking modeSupported
Price / 1M tokens
Input$ 1.20
Output$ 4.40
Cache read$ 0.30
Cache write$ 1.20
What it is good at
Best for
  • Long-horizon software engineering
  • Security-focused code review
Published benchmarks
Terminal-Bench 3.0pass_rate
  • 28.3%effort max · Claude Code 2.1.207 · 3 runs(setup not fully disclosed)
Agents' Last Exam (CLI)score
  • 28.5%effort max(setup not fully disclosed)
DeepSWE 1.1resolved_rate
  • 66.9%mini-swe-agent(setup not fully disclosed)
CyberGymscore
  • 84.5%effort max · Claude Code 2.1.207(setup not fully disclosed)
ExploitBenchscore
  • 54.4%effort max · Claude Code 2.1.207 · 3 runs(setup not fully disclosed)
ExploitGym (6h)tasks_completed
  • 130effort max · Claude Code 2.1.207(setup not fully disclosed)
GDPval-AA v2elo
  • 1769(setup not fully disclosed)
Humanity's Last Exam (with tools)accuracy
  • 62.5%effort max(setup not fully disclosed)