Z.ai

Z.ai GLM 5.3

Z.aiFlagship
ThinkingTool UseStructured Output

About this model

GLM-5.3 is a large-scale reasoning model from Z.ai, built for complex software engineering and long-horizon agent tasks. It supports text input and output with a 1M-token context window, and improves...

Performance Tier

Flagship

Z.ai GLM 5.3 is a flagship model from Z.ai : the most capable in their lineup.

Best-in-class model from this provider. Highest performance across benchmarks, ideal for demanding tasks.

Pricing

This model is included in Elosia plans
Affordable

Low cost. Suitable for sustained use and high-volume interactions.

Typeper 1M tokens
Input (prompt)$0.079
Output (completion)$1.40
Cache read$0.078

Capabilities

Context Length1.0M
Max Output Tokens944K
TokenizerOther
Inputtext
Outputtext
Release DateAugust 18, 2026

Benchmarks

General Intelligence
MMLU
Not reported
GPQA Diamond
91.7%
Mathematics
MATH-500
Not reported
Programming
HumanEval
Not reported
SWE-bench Verified
Not reported
Reasoning
IFEval
Not reported
Humanity's Last Exam
42.3%
Agentic
Terminal-Bench 2.1
88.2%

Where does Z.ai GLM 5.3 stand?

Compare its performance index against every other model.

View the performance leaderboard

Recommended Use Cases

CodingAnalysisResearch

Strengths

  • Mixture of experts of about 750B parameters with 40B active, whose gains come entirely from scaled post-training for complex software engineering and long-horizon agents
  • 1M-token context window with up to 128K of output, and three reasoning effort levels
  • Cyber capability evaluated on both vulnerability discovery and exploitation, on real open-source projects
  • Open weights in BF16 and FP8, with official serving recipes for vLLM, SGLang and Ascend NPUs
  • Tool calling with parallel calls and structured JSON output

Limitations

  • Text only: no image or video input
  • Reasoning is always on and defaults to maximum effort, which adds latency and tokens on simple calls
  • Custom license rather than MIT: operators of a model-as-a-service business above a revenue threshold must pass a Z.ai security review before commercial use
  • Headline results are self-reported; Z.ai publishes no GPQA Diamond or no-tools Humanity's Last Exam score, and the ones shown come from third-party tests

Frequently asked questions

Resources

This model may use your data for training

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