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GLM-4.6

GLM-4.6 is Zhipu AI's open-weight MoE model from September 2025 — 355B parameters (32B active), 200k context, MIT-licensed, with a focus on coding performance.

GLM-4.6 — explained in more detail

Zhipu AI released GLM-4.6 on September 30, 2025 as an open-weight model under the MIT license. The Mixture-of-Experts architecture totals 355 billion parameters, of which only about 32 billion are active per forward pass — markedly reducing inference cost versus dense models of comparable size. The context window is 200,000 tokens.

Example / Practical use

On LiveCodeBench v6, GLM-4.6 takes first place at 82.8%, as well as on Humanity’s Last Exam (HLE). On AIME 2025 the model reaches 93.9% (third place), and on Terminal-Bench 40.5%. In practical coding comparisons, human evaluators rated GLM-4.6 about 48.6% as good as Claude Sonnet 4. The parallel vision variant GLM-4.6V (106B) ships native function calling for multimodal tools; a 9B variant (GLM-4.6V-Flash) is tuned for local deployment. In February 2026, GLM-5 succeeded the model as Z.ai’s flagship.

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