Replicate vs Runware
A side-by-side comparison of Replicate and Runware, two Inference tools, drawn from Ignaite's continuously-verified listings.
Compared from listings verified as of
At a glance
The honest brief
Replicate
Any model is a Cog container behind one API billed per second — the low-commitment way to ship a model you didn't train.
- Image, video, audio, and language models
- No idle cost, no infra to manage
- Cog packaging for custom deploys
- Fine-tuning supported
- Cold starts on less-popular models
- Per-second cost adds up at scale
- Less control than raw GPU rental
Runware
Custom-GPU Sonic Inference Engine with sub-second cold starts claims up to 10x lower cost per generation than typical hosted inference APIs.
- 400K+ models via one API
- Pay-per-request, no commitments
- Image, video, audio, 3D, and LLMs
- Swap models without per-provider work
- Proprietary, cloud-only
- Only $2 free credits to trial
- Pricing varies by model/params