GLM 4.7 Thinking

GLM-4.7 with extended thinking capabilities for enhanced reasoning on complex tasks.

  • Reasoning
  • Tool Calling
  • Structured Output

Added Dec 22, 2025

Model weights

Pricing

Auto routing · per 1M tokens
Input
$0.40
Output
$1.93
Cache read
$0.080
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Specifications

Context window
200K
Max output
65.5K
Parameters
355B / 32B
Total / active
Avg output (7d)
1.5K tokens
Longer than 82% of models

Benchmarks

Sourced from Artificial Analysis.

Intelligence Index

22.2

Better than 73% of models compared

Coding Index

45.3

Better than 52% of models compared

Agentic work

T²-Bench Telecom (legacy)

Legacy fallback · Conversational AI agents in dual-control scenarios

95.9%

Better than 96% of models compared

GDPval-AA v2

Economically valuable tasks (Elo)

1017 Elo

Better than 47% of models compared

Document reasoning

AA-LCR v1.1

Long context reasoning with updated grading

71.0%

Better than 64% of models compared

Reasoning

HLE

Humanity's Last Exam

27.4%

Better than 74% of models compared

IFBench

Instruction-following benchmark

67.9%

Better than 81% of models compared

CritPt

Research-level physics reasoning

1.7%

Coding

Terminal-Bench Hard (legacy)

Legacy fallback · Agentic coding and terminal use

31.8%

Better than 75% of models compared

LiveCodeBench

Contamination-free coding benchmark

89.4%

Better than 99% of models compared

Math

AIME 2025

American Invitational Mathematics Examination 2025

95.0%

Better than 97% of models compared

Knowledge

MMLU-Pro

Professional and academic subject knowledge

85.6%

Better than 93% of models compared

AA-Omniscience Accuracy

Proportion of correctly answered questions

29.3%

AA-Omniscience Hallucination Rate

Rate of incorrect answers among non-correct responses

93.0%

Legacy benchmarks

GPQA Diamond (legacy)

Graduate-level scientific reasoning

85.9%

Better than 80% of models compared

AA-LCR (unversioned / legacy)

Long context reasoning evaluation

71.0%

Better than 64% of models compared

GDPval-AA (unversioned / legacy)

Economically valuable tasks

25.8%

Last updated Oct 9, 2026

Artificial Analysis

Providers

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