Models Model details

Z.ai

Z.ai: GLM 4.6V

z-ai/glm-4.6v

GLM-4.6V is a large multimodal model designed for high-fidelity visual understanding and long-context reasoning across images, documents, and mixed media. It supports up to 128K tokens, processes complex page layouts and charts directly as visual inputs, and integrates native multimodal function calling to connect perception with downstream tool execution. The model also enables interleaved image-text generation and UI reconstruction workflows, including screenshot-to-HTML synthesis and iterative visual editing.

Input
$0.3

/ 1M tokens

Output
$0.9

/ 1M tokens

Context window
131.07K

tokens

Limits

Context

131,072

tokens

Max output

32,768

25% of the context window

Parameters

107,710,933,120

Model facts

Author

Z.ai

Tokenizer

Other

Modality

Text + Image + Video -> Text

License

MIT

Created

Dec 8, 2025

Hugging Face

zai-org/GLM-4.6V

Default generation parameters

temperature

0.8

top_p

0.6

Publication status

Hugging Face: verifiedLicense: publishedParameter count: published

Modalities

Input · ImageInput · TextInput · VideoOutput · Text

Generation controls

Frequency penaltyInclude reasoningMax tokensPresence penaltyReasoningRepetition penaltyResponse formatSeedStopTemperatureTool choiceToolsTop kTop p

Capability scores

11.2
Intelligence index

Better than 26% of models compared