As OpenAI et al. ship Jev-style APIs, one dev trains a 149M router model for $6.60

MaziyarPanahi · x · 2026-10-01

With OpenAI, Liquid and Nace shipping Jev-style APIs this week, the author trained his own tool-routing model with a single prompt in HuggingFace's HuggingChat: an ML Intern run finished 6K training decisions in 16 minutes on one NVIDIA A100, fixing its own bugs along the way. The full 60K-decision version cost about $6.60 and picks the right tool 62% of the time out of 20 tools. Prompt, recipe and model card are public.

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