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Provara

The intelligent, self-hosted LLM gateway

Provara is an gateway that routes LLM requests across providers and learns which model works best for each type of task. Adaptive quality-based routing with LLM-as-judge A/B testing between models on real traffic Full observability Guardrails for content Spend and latency alerting Self-hosted with Docker Who it's for: Teams using multiple LLM providers who want one dashboard Anyone optimizing LLM costs without sacrificing quality Companies that need self-hosted AI infrastructure

Top comment

Hey Product Hunt! I'm Nicholas, the builder behind Provara.

I started this because I was frustrated with the "pick one model and hope for the best" approach. Different tasks need different models, but manually managing that routing is a nightmare.

Provara solves this by learning from real usage data which model performs best for coding vs creative writing vs simple Q&A. The routing gets smarter over time — no rules to configure.

I'd love your feedback on what features would make this most useful for your workflow. Thanks for checking it out!

About Provara on Product Hunt

The intelligent, self-hosted LLM gateway

Provara was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #154 on the daily leaderboard. Provara is an gateway that routes LLM requests across providers and learns which model works best for each type of task. Adaptive quality-based routing with LLM-as-judge A/B testing between models on real traffic Full observability Guardrails for content Spend and latency alerting Self-hosted with Docker Who it's for: Teams using multiple LLM providers who want one dashboard Anyone optimizing LLM costs without sacrificing quality Companies that need self-hosted AI infrastructure

On the analytics side, Provara competes within Productivity, Product Hunt and Tech — topics that collectively have 1.3M followers on Product Hunt. The dashboard above tracks how Provara performed against the three products that launched closest to it on the same day.

Who hunted Provara?

Provara was hunted by Nicholas Blanchard. 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 Provara including community comment highlights and product details, visit the product overview.