GLM-4.6
Z.ai llmZ.ai's successor to GLM-4.5, expanding context to 200K tokens and improving coding and agentic performance. Z.ai publishes its benchmark results only as chart images, so no sourced scores are recorded here yet.
overall ⌄
34.1
79 of 93 ranked
price · $/M tokens
0.6 / 2.2
in / out, as of 2026-07-25
to run it yourself ⌄
214 GB
minimum · 857 GB recommended
Benchmarks
What its maker published, and what anyone else measured. Every figure links the document it came from.
Cheaper, and at least as good
On a 1,000-in, 1,000-out call these cost less and rank no lower — a hard comparison to argue with, and a narrow one. Value covers what it misses.
| Devstral Small 2 Mistral AI | $0.00040 | overall 42.7 |
| Ministral 3 14B Reasoning Mistral AI | $0.00040 | overall 48.1 |
| DeepSeek V4-Flash DeepSeek | $0.00042 | overall 59.3 |
| Qwen3 32B Alibaba | $0.00080 | overall 35.1 |
| DeepSeek V4-Pro DeepSeek | $0.00130 | overall 68.3 |
Lineage
↑ finetune GLM-4.5
Metadata
| org | Z.ai |
| released | 2025-09-30 |
| params | 357B-A32B |
| license | mit |
| hf id | zai-org/GLM-4.6 |