Z.ai
Z.ai: GLM 5.3 Prime
z-ai/glm-5.3-prime
GLM-5.3-Prime is the high-speed variant of Z.ai's GLM-5.3, inheriting its full capabilities while delivering 1.5–2× the output throughput through inference acceleration. It supports text input and output with a 1M-token context window and up to 128K output tokens, and targets coding and agentic workloads, including long-horizon multi-turn agent orchestration, real-time conversation, and streaming code generation. Reasoning is always on and cannot be disabled. Reasoning efforts `low`, `high`, and `max` are supported; `max` is the default.
Input
$2.8
/ 1M tokens
Output
$8.8
/ 1M tokens
Context window
1M
tokens
Limits
Context
1,000,000
tokens
Max output
131,072
13% of the context window
Model facts
Author
Z.ai
Tokenizer
Other
Modality
Text -> Text
Created
Sep 23, 2026
Default generation parameters
temperature
1
top_p
0.95
Reasoning
RequiredDefault MaxMaxHighLow
Publication status
Hugging Face: not mappedLicense: not publishedParameter count: not published
Modalities
Input · TextOutput · Text
Generation controls
Frequency penaltyInclude reasoningLogprobsMax tokensPresence penaltyReasoningReasoning effortResponse formatSeedStopTemperatureTool choiceToolsTop kTop logprobsTop p