Model Comparison

GLM-4.6V

vs

step3

Jan 13, 2026

Pricing

Input

$

0.3

/ M Tokens

$

0.57

/ M Tokens

Output

$

0.9

/ M Tokens

$

1.42

/ M Tokens

Metadata

Create on

Dec 7, 2025

Jul 28, 2025

License

MIT

APACHE-2.0

Provider

Z.ai

StepFun

HuggingFace

Specification

State

Available

Available

Architecture

Calibrated

Yes

No

Mixture of Experts

Yes

Yes

Total Parameters

106B

321B

Activated Parameters

106B

38B

Reasoning

No

No

Precision

FP8

FP8

Context length

131K

66K

Max Tokens

131K

66K

Supported Functionality

Serverless

Supported

Supported

Serverless LoRA

Not supported

Not supported

Fine-tuning

Not supported

Not supported

Embeddings

Not supported

Not supported

Rerankers

Not supported

Not supported

Support image input

Not supported

Not supported

JSON Mode

Not supported

Supported

Structured Outputs

Not supported

Not supported

Tools

Supported

Supported

Fim Completion

Not supported

Not supported

Chat Prefix Completion

Not supported

Not supported

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