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GLM 5.2

z-ai/glm-5.2
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Provider logo

GLM 5.2

z-ai/glm-5.2
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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.

Added Jun 15, 2026

Model weights

Context Window

1.0M

Max Output

131.1K

Avg output tokens (7d)

854 tokens

64%

Input Price (Auto)

$0.14/1M

Output Price (Auto)

$0.44/1M

Cache Read (Auto)

$0.026/1M

Capabilities

Benchmarks

Performance metrics and benchmarks

Sourced from Artificial Analysis.

Intelligence Index

22.4

Better than 69% of models compared

Coding Index

46.5

Better than 55% of models compared

Agentic work

GDPval-AA v2

Economically valuable tasks (Elo)

1233 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 50% 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

36.6%

Last updated Oct 2, 2026

Artificial Analysis

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GLM-5.3 for long-horizon autonomous coding and engineering workflows. This variant defaults to the model's low reasoning tier for faster responses.

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GLM-5.3 with higher reasoning enabled for harder long-horizon coding, autonomous agent workflows, and complex engineering tasks.

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GLM 5.2 Thinking

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