Open weight MoE
Mixture-of-experts with about 744B total parameters and roughly 40B active per token, published under a permissive MIT license you can self-host and fine-tune.
GLM-5.2 is the open-weight, coding-first model from Beijing lab Z.ai, formerly Zhipu AI. Released in June 2026 under the MIT license, it is the top open-weights model on the Artificial Analysis Intelligence Index and beats GPT-5.5 on coding at roughly one sixth of the cost. On avots.ai you run it pay per use, no subscription, and the same balance also covers Claude Opus 4.8, GPT-5.6, Gemini and DeepSeek V4.
Mixture-of-experts with about 744B total parameters and roughly 40B active per token, published under a permissive MIT license you can self-host and fine-tune.
A 1 million token context window, about a 5x jump over GLM-5.1's 200K, with up to 131,072 output tokens for large multi-file diffs in one shot.
62.1 on SWE-bench Pro, ahead of GPT-5.5 and close to Claude Opus 4.8 on agentic tasks, and 81.0 on Terminal-Bench 2.1.
The top open-weights model on the Artificial Analysis Intelligence Index with a score of 51.
Coding-first and agentic, with day-one support for Claude Code, Cline and other agents through Anthropic compatible endpoints.
About 1.40 USD input and 4.40 USD output per million tokens, roughly one sixth of GPT-5.5's blended cost.
| GLM-5.2 | GPT-5.5 | Claude Opus 4.8 | |
|---|---|---|---|
| SWE-bench Pro | 62.1 | below GLM-5.2 | near GLM-5.2 |
| Terminal-Bench 2.1 | 81.0 | strong | strong |
| Context window | 1M tokens | large | 1M tokens |
| Weights | open, MIT | closed | closed |
| Relative cost | about 1/6 of GPT-5.5 | baseline | premium |
GLM-5.2 is the strongest open-weight coding model of mid 2026, matching closed frontier models on agentic tasks while staying cheap and self-hostable. Benchmark figures are from Z.ai's release and independent reviews.
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1,000 tokens cost 0.99 EUR. No plan to choose, no renewal, the balance sits there until you use it.
Choose GLM-5.2 in the picker, or let Agent Avots route for you. Every reply shows its token cost.
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GLM-5.2 in @AvotsAIbot, same balance, from any phone.
Use it inside Claude Desktop, Cursor or Cline via the MCP server.
The OpenAI compatible API takes your existing client, one key for every model.
1,000 tokens cost 0.99 EUR and GLM-5.2 replies cost a few of them. The same balance unlocks Claude Opus 4.8, GPT-5.6, Gemini, DeepSeek V4, Veo video and Nano Banana images.
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