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I tried to fire my LLM API. Open models passed one task and failed the other.

Summary by DEV Community
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built Open-Switch answers one question: can an open model replace your closed LLM API on YOUR data? It runs your workflow through open-weight models, scores them with bootstrap 95% CIs, and gives a verdict: Safe Switch or No Safe Switch. It also tells you if a LoRA fine-tune pays for itself. Who pays: B2B SaaS teams cutting LLM bills, and consultants …
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DEV Community broke the news on Wednesday, October 14, 2026.
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