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 weightsPricing
Auto routing · per 1M tokens- Input
- $0.42
- Output
- $1.32
- Cache read
- $0.078
Specifications
- Context window
- 1M
- Max output
- 131.1K
- Parameters
- 744B / 40B
- Total / active
- Avg output (7d)
- 892 tokens
- Longer than 66% of models
Benchmarks
Benchmarks
Sourced from Artificial Analysis.
Intelligence Index
22.4
Coding Index
46.5
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
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