The premier platform for running and fine-tuning open-source models (Llama, Stable Diffusion) via simple APIs. By 2026, it is a key enabler for developers seeki
Replicate makes running open models trivial: thousands of community models (image, video, audio, LLM) behind one API with per-second billing, plus Cog for packaging your own. It's the default deployment surface for generative media and a fast lane from paper to production endpoint.
Pricing: Pure usage-based per-second compute (varies by hardware) with no platform fee; private deployments price by instance time (published pricing, mid-2026).
For bursty or exploratory workloads and breadth of media models: zero ops, instant access. At sustained high volume on one model, dedicated GPUs or self-hosting usually win on unit cost.
Yes: package it with Cog (a container spec for ML models) and push; you get a versioned API endpoint with the same billing model as catalog models.