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Z.ai

Z.ai: GLM 4.7

z-ai/glm-4.7

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GLM-4.7 is Z.ai’s latest flagship model, featuring upgrades in two key areas: enhanced programming capabilities and more stable multi-step reasoning/execution. It demonstrates significant improvements in executing complex agent tasks while delivering more natural conversational experiences and superior front-end aesthetics.

Input
$0.54

/ 1M tokens

Output
$1.98

/ 1M tokens

Context window
204.8K

tokens

Limits

Context

204,800

tokens

Max output

131,072

64% of the context window

Parameters

358,337,791,296

Model facts

Author

Z.ai

Tokenizer

Other

Modality

Text -> Text

License

MIT

Created

Dec 22, 2025

Hugging Face

zai-org/GLM-4.7

Default generation parameters

temperature

1

top_p

0.95

Publication status

Hugging Face: verifiedLicense: publishedParameter count: published

Modalities

Input · TextOutput · Text

Generation controls

Frequency penaltyInclude reasoningLogit biasMax tokensMin pPresence penaltyReasoningRepetition penaltyResponse formatSeedStopStructured outputsTemperatureTool choiceToolsTop aTop kTop p

Capability scores

45.3
Coding index

Better than 41% of models compared

22.2
Intelligence index

Better than 53% of models compared

Agent tasks

Category performance

Android apps
Top 73%

1127 Elo

56.1% win

Mobile apps
Top 79%

1103 Elo

48.9% win

Full-stack apps
Top 81%

1050 Elo

45.1% win

Godot games
Top 92%

1058 Elo

35.8% win

Creative tasks

Category performance

Websites
Top 43%

1227 Elo

55.3% win

Games
Top 48%

1190 Elo

55.2% win

Code
Top 45%

1218 Elo

54.8% win

3D
Top 48%

1191 Elo

54.3% win

SVG
Top 62%

1141 Elo

54.3% win

Data visualization
Top 55%

1197 Elo

51.2% win

UI components
Top 51%

1198 Elo

51.1% win

ASCII art
Top 54%

1168 Elo

48.2% win