GLM 5.2

GLM-5.2 is Z.AI's flagship model for long-horizon autonomous coding and engineering workflows. It is built to plan, execute, iterate, and optimize complex development tasks over extended runs. This variant keeps thinking disabled for faster direct responses.

  • Reasoning
  • Tool Calling
  • Structured Output

Added Jun 15, 2026

Model weights

Pricing

Auto routing · per 1M tokens
Input
$0.42
Output
$1.32
Cache read
$0.078
Compare provider prices

Specifications

Context window
1M
Max output
131.1K
Parameters
744B / 40B
Total / active
Avg output (7d)
892 tokens
Longer than 66% of models

Benchmarks

Sourced from Artificial Analysis.

Intelligence Index

22.4

Better than 73% of models compared

Coding Index

46.5

Better than 54% of models compared

Agentic work

GDPval-AA v2

Economically valuable tasks (Elo)

1250 Elo

Better than 64% of models compared

Document reasoning

AA-LCR v1.1

Long context reasoning with updated grading

42.3%

Better than 38% of models compared

Reasoning

HLE

Humanity's Last Exam

9.8%

Better than 49% of models compared

CritPt

Research-level physics reasoning

3.1%

Knowledge

AA-Omniscience Accuracy

Proportion of correctly answered questions

20.3%

AA-Omniscience Hallucination Rate

Rate of incorrect answers among non-correct responses

33.7%

Legacy benchmarks

GPQA Diamond (legacy)

Graduate-level scientific reasoning

68.6%

Better than 46% of models compared

AA-LCR (unversioned / legacy)

Long context reasoning evaluation

42.3%

Better than 38% of models compared

GDPval-AA (unversioned / legacy)

Economically valuable tasks

37.3%

Last updated Oct 14, 2026

Artificial Analysis

Providers

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