Z.ai: GLM-4.6
Chatz-ai/glm-4.6GLM-4.6 is Z.ai's GLM-series chat model released on 2025-09-30, offering strong instruction following and an excellent balance of performance and cost, with particular strength on Chinese-language tasks. It supports reasoning, function calling (tool use), prompt caching, and web search. Context: 200K tokens, output: 128K. Pricing is $0.40/M input tokens and $1.90/M output, with cached input reads at $0.11/M. Available via OpenAI and Anthropic protocols.
Providers
/v1/chat/completionsCode Examples
from openai import OpenAIclient = OpenAI(base_url="https://api.ofox.run/v1",api_key="YOUR_OFOX_API_KEY",)response = client.chat.completions.create(model="z-ai/glm-4.6",messages=[{"role": "user", "content": "Hello!"}],)print(response.choices[0].message.content)
Benchmarks
Z.ai: GLM-4.6 scores 1425 in the Overall category of the LMArena text leaderboard (style control), ranking #86 of 374 models based on 35,623 human preference votes (updated 2026-07-12).
| Category | Arena Score | 95% CI | Rank | Votes |
|---|---|---|---|---|
| Overall | 1425 | 1421–1429 | #86 of 374 | 35,623 |
| Hard Prompts | 1442 | 1437–1447 | #93 of 374 | 19,079 |
| Coding | 1459 | 1452–1466 | #107 of 369 | 7,478 |
| Math | 1421 | 1408–1433 | #91 of 362 | 2,107 |
| Creative Writing | 1402 | 1394–1411 | #77 of 372 | 5,087 |
| Instruction Following | 1415 | 1409–1422 | #89 of 374 | 10,002 |
| Chinese | 1482 | 1468–1497 | #62 of 344 | 1,649 |
Source: LMArena · CC BY 4.0 · Updated 2026-07-12 · Methodology ↗ · Ranks compare models within each category of the LMArena text leaderboard (style control). Scores come from third-party human preference evaluations, not from OFOX.