Prometheus Inference Platform

Self-hosted platform for running LLM inference across your own hardware

PlatformWebfreeglobal

Prometheus Inference Platform is a self-hosted, production-grade LLM inference platform combining a FastAPI gateway with authentication and per-model access scopes, a multi-backend model manager across llama.cpp, MLX, vLLM and SGLang on distributed hosts, an admin dashboard, and full tracing. It's built for teams that want to run LLM inference on their own hardware with production controls, rather than depending entirely on a cloud AI API.

Website

Full match profile

Behind the summary, Matchbox keeps a richer profile of Prometheus Inference Platform - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

Claim Prometheus Inference Platform to unlock →

Something wrong with this listing — dead link, not a real product, wrong info?

Try Matchbox with your own problem

Describe what is not working - we’ll show you whether Prometheus Inference Platform (or something else) actually fits.

Try a problem