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by rglullis 204 days ago
It's not the open models that suck, it's the infrastructure around them. None of current "open weights providers" have:

   - good tools for agentic workflows
   - no tools for context management
   - infrastructure for input token caching
These are solvable without having to pay anything to OpenAI/Anthropic/Google.
1 comments
threeducks 204 days ago
Why would the open weights providers need their own tools for agentic workflows when you can just plug their OpenAI-compatible API URL into existing tools?

Also, there are many providers of open source models with caching (Moonshot AI, Groq, DeepSeek, FireWorks AI, MiniMax): https://openrouter.ai/docs/guides/best-practices/prompt-cach...

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rglullis 204 days ago
> when you can just plug their OpenAI-compatible API URL into existing tools?

Only the self-hosting diehards will bother with that. Those that want to compete with Claude Code, Gemini CLI, Codex et caterva will have to provide the whole package and do it a price point that is competitive even with low volumes - which is hard to do because the big LLM providers are all subsidizing their offerings.

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