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This aligns very closely with my experience.

When left to its own devices, GLM-4.7 frequently tries to build the world. It's also less capable at figuring out stumbling blocks on its own without spiralling.

For small, well-defined tasks, it's broadly comparable to Sonnet.

Given how incredibly cheap it is, it's useful even as a secondary model.



How is the web search functionality? I have only used deepseek to lower costs from gpt api but had to incorporate a serper to actually do web searches


Assuming you've configured the web search MCP [1], it works well.

[1]: https://docs.z.ai/devpack/mcp/search-mcp-server




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