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GitHub
Route every prompt to the cheapest model that can handle it
Stop overpaying for AI APIs. This pydantic-ai + FastAPI template classifies each prompt by complexity and routes it to the cheapest model that can handle it — Claude for hard tasks, Groq for simple ones. Real-time cost tracking included. Works with Claude, GPT-4o, GPT-4o-mini, and Groq out of the box. Drop into any existing project in under 10 minutes. Full source, test suite, and setup walkthrough included.
hey built this after watching our API costs climb month over month. the core insight is that complexity classification with structured pydantic outputs is the missing piece most routers skip. once you have a reliable category the routing is trivial. happy to answer questions about the implementation or help anyone integrate it into their stack.
About GitHub on Product Hunt
“Route every prompt to the cheapest model that can handle it”
GitHub was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #88 on the daily leaderboard. Stop overpaying for AI APIs. This pydantic-ai + FastAPI template classifies each prompt by complexity and routes it to the cheapest model that can handle it — Claude for hard tasks, Groq for simple ones. Real-time cost tracking included. Works with Claude, GPT-4o, GPT-4o-mini, and Groq out of the box. Drop into any existing project in under 10 minutes. Full source, test suite, and setup walkthrough included.
On the analytics side, GitHub competes within Productivity, Developer Tools and Artificial Intelligence — topics that collectively have 1.6M followers on Product Hunt. The dashboard above tracks how GitHub performed against the three products that launched closest to it on the same day.
Who hunted GitHub?
GitHub was hunted by Wade Allen. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of GitHub including community comment highlights and product details, visit the product overview.
Wade Allen