Models Model details

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