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ModelScout
Discover, test, and find working AI models
π€ AI providers can advertise thousands of models, but advertised doesn't mean working. π ModelScout discovers models, π§ͺ tests them with real requests, β€οΈ checks health, and β‘ measures latency. π It builds a local registry of models that actually work. DISCOVERED β WORKING π Open source β’ Lightweight β’ Provider-neutral π Discover. Test. Find what works.
Hey Product Hunt π
I built ModelScout because thereβs a simple problem with AI APIs:
An API can advertise thousands of models, but that doesnβt mean those models actually work.
π ModelScout discovers advertised models
π§ͺ Sends real lightweight probes
β€οΈ Checks their health
β‘ Measures latency
π Builds a registry of models that are actually working
The core idea is simple:
DISCOVERED β WORKING
ModelScout is open source, provider-neutral, and built around OpenAI-compatible APIs.
Iβd love to hear from developers building with multiple AI providers:
How do you currently figure out which models are actually usable?
π Discover. Test. Find what works.
About ModelScout on Product Hunt
βDiscover, test, and find working AI modelsβ
ModelScout was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #131 on the daily leaderboard. π€ AI providers can advertise thousands of models, but advertised doesn't mean working. π ModelScout discovers models, π§ͺ tests them with real requests, β€οΈ checks health, and β‘ measures latency. π It builds a local registry of models that actually work. DISCOVERED β WORKING π Open source β’ Lightweight β’ Provider-neutral π Discover. Test. Find what works.
On the analytics side, ModelScout competes within Open Source, Developer Tools, Artificial Intelligence and GitHub β topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how ModelScout performed against the three products that launched closest to it on the same day.
Who hunted ModelScout?
ModelScout was hunted by Suryapratap Galande. A βhunterβ on Product Hunt is the community member who submits a product to the platform β 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 ModelScout including community comment highlights and product details, visit the product overview.
Suryapratap Galande