GLM-5.1

Zhipu AI🇨🇳 China
active

Version History

5.1minor

GLM-5.1 introduces improved sustained reasoning for agentic tasks, maintaining performance over extended horizons rather than plateauing early. Significant improvements across SWE-Bench Pro (+3.3pp), NL2Repo (+6.8pp), and Terminal-Bench (+7.3pp) compared to GLM-5.

Coverage

model release

GLM-5.1 achieves 58.4% on SWE-Bench Pro with sustained agentic reasoning over hundreds of iterations

Zhipu AI has released GLM-5.1, a 754-billion parameter model designed for agentic engineering with significantly improved coding capabilities over its predecessor. The model achieves 58.4% on SWE-Bench Pro and demonstrates sustained performance improvement over hundreds of tool calls and iterations, unlike earlier models that plateau quickly.

2 min read