GLM-5.2

Language Open Weights

744B

Parameters

Context

Benchmarks

About GLM-5.2

GLM-5.2 is an AI model developed by Zhipu AI, in the language category, released in 2026, made available as an open-weights model with 744B params. GLM-5.2 is Zhipu AI's (Z.ai) open-weight 744B-parameter Mixture-of-Experts model with a 1M-token context window, MIT-lic.

On this page you'll find GLM-5.2's full specifications, including a context window of 1M tokens, 3 benchmark results. Review provider pricing and benchmark scores below, or compare GLM-5.2 head-to-head with other language models.

→ More models by Zhipu AI → All language models → AI benchmarks leaderboard

Run GLM-5.2 locally — what it takes

GLM-5.2 (744B) is too large to run on a single consumer or Apple machine. At Q4 its weights alone are about 417 GB — it needs a multi-GPU / datacenter setup:

≈ 2× AMD Instinct MI325X
≈ 3× NVIDIA B200

Lower quantization (Q3/Q2) or CPU + system-RAM offload (e.g. ktransformers) reduces the requirement at the cost of speed.

Software support

·ExLlamaV2 ·KoboldCpp ·LM Studio ·MLX ·Ollama ·SGLang ·TensorRT-LLM ·llama.cpp ·vLLM ?KTransformers ?text-generation-webui

✓ measured · · compatible · — not supported. Informational only — speed is hardware-based.

Community

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GLM-5.2 benchmark scores▶

Compare on the benchmark table →

Benchmark	Category	Score
Terminal-Bench 2.0	agentic	81%
SWE-bench Pro	code	62.1%
Humanity's Last Exam	reasoning	40.5%

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Frequently asked questions

What is GLM-5.2? ▶

GLM-5.2 is Zhipu AI's (Z.ai) open-weight 744B-parameter Mixture-of-Experts model with a 1M-token context window, MIT-lic It is tracked on GenAIList with its specifications, benchmark scores and provider pricing.

Who created GLM-5.2? ▶

GLM-5.2 was developed by Zhipu AI and released in 2026.

Is GLM-5.2 open source or proprietary? ▶

GLM-5.2 ships as an open-weights model: you can download and self-host the weights, though the licence may place some restrictions on use.

What is GLM-5.2's context window? ▶

GLM-5.2 supports a context window of 1M tokens, and has 744B params.

How much does GLM-5.2 cost? ▶

Pricing for GLM-5.2 depends on the provider. See the providers table on this page for the latest API rates.

How does GLM-5.2 perform on benchmarks? ▶

GLM-5.2 is benchmarked across 3 evaluations on GenAIList, including Terminal-Bench 2.0 (81%). See the full benchmark table below and compare it with other models.