Model Comparison
GLM-5
vs
step3
Feb 15, 2026
Pricing
Input
$
0.3
/ M Tokens
$
0.57
/ M Tokens
Output
$
2.55
/ M Tokens
$
1.42
/ M Tokens
Metadata
Specification
State
Available
Deprecated
Architecture
Mixture of Experts (MoE) with DeepSeek Sparse Attention (DSA) and asynchronous RL stack
Mixture-of-Experts (MoE) architecture with Multi-Matrix Factorization Attention (MFA) and Attention-FFN Disaggregation (AFD)
Calibrated
No
No
Mixture of Experts
Yes
Yes
Total Parameters
750B
321B
Activated Parameters
40B
38B
Reasoning
No
No
Precision
FP8
FP8
Context length
205K
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
GLM-5 in Comparison
See how GLM-5 compares with other popular models across key dimensions.
