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GLM 5.2

Z.ai released GLM 5.2 on June 1, 2026. The registry currently records it as open weights.

It supports text input and output with a 1M-token context window, and is suited for long-horizon agent workflows, project-level software engineering, and complex multi-step automation.

Reasoning efforts high and xhigh are supported; xhigh maps to max reasoning. It is particularly strong at coding and tool use across long-running tasks, able to maintain engineering context and follow standards consistently through a full development workflow, from requirements to multi-platform deployment, in a single task.

The structured profile below stays connected to the canonical model record, including its architecture, parameters, papers, benchmarks, media, licence, and source links as those fields are enriched.

Model publication

Organization not recorded

GLM 5.2Open the source for GLM 5.2

Open weights

GLM 5.2 is a large-scale reasoning model from Z.ai. It supports text input and output with a 1M-token context window, and is suited for long-horizon agent workflows, project-level software engineering, and complex multi-step automation. Reasoning efforts `high` and `xhigh` are supported; `xhigh` maps to max reasoning. It is particularly strong at coding and tool use across long-running tasks, able to maintain engineering context and follow standards consistently through a full development workflow, from requirements to multi-platform deployment, in a single task.

Licence
mit
Architecture
mixture_of_experts
Parameters
753B
Context
1M tokens
Figure 1: GLM-5.2
GLM-5.2 (744B) · architecture · Sebastian Raschka · LLM Architecture Gallery
Weightshuggingface.co/zai-org/GLM-5.2Hugging Facehuggingface.coOpenRouteropenrouter.aiSebastian Raschka LLM Architecture Gallerysebastianraschka.com5 artifacts in the registry, including third-party rebuilds

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