comparison
inference.sh vs Replicate
Replicate runs AI models. inference.sh runs AI models and everything else, composable through one api.
| Replicate | inference.sh | |
|---|---|---|
| AI models (image, video, audio, LLM) | ||
| non-AI tools (email, search, rendering) | ||
| MCP server connections | ||
| compose tools into new tools (flows) | ||
| BYOK (bring your own keys) | ||
| durable execution (retries, state) | ||
| agent runtime | ||
| skill registry | ||
| team workspace |
the key difference
Replicate is an excellent AI model inference platform. if you need to run FLUX, Stable Diffusion, or Whisper, it works great.
inference.sh starts where Replicate ends. the same AI models, plus non-AI tools (Remotion for video rendering, Gmail for email, Linear for project management, Tavily for search), plus MCP server connections, plus the ability to compose any combination into reusable workflows that become callable tools themselves.
if you're building an agent that needs to generate an image, then render it into a video, then post it to Slack, that's one api call on inference.sh. on Replicate, you'd need Replicate for the image, a separate integration for rendering, and another for Slack.
byok: not locked in
with bring-your-own-keys, you can route model runs through Replicate, Fal, Google, or your own GPUs. inference.sh is the orchestration layer, not a replacement for your existing compute providers.
frequently asked questions
when should I use Replicate instead of inference.sh?
if you only need to run AI models and don't need non-AI tools, composition, or agent infrastructure, Replicate is a solid choice with a large model library.
when should I use inference.sh instead of Replicate?
when you need AI models AND non-AI tools (email, search, rendering, project management) through one API, or when you need to compose tools into workflows, or when you're building agents.
can I use both?
yes. with BYOK, you can route model runs through Replicate's infrastructure while using inference.sh for everything else. you're not locked in.
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