Replicate vs Baseten

Replicate and Baseten are both AI Infrastructure & Deployment tools (Model APIs). Below: what each costs, what it does well, its biggest catches, and who should pick which, all from public sources rather than our own testing.

Side by side

ReplicateBaseten
CategoryAI Model Deployment · Model APIsAI Model Deployment · Model APIs
PricingFree tier: no flat plan; pay-as-you-go. Per-second hardware rates or per-input/output pricing per model. (checked Oct 10, 2026)Per-minute GPU billing, e.g. A100 $0.06667/min, H100 $0.10833/min. (checked Oct 11, 2026)
Pros
  • Run thousands of open models with one API call
  • Public models bill only active processing time. Setup and idle are free
  • Deploy your own models with Cog, with autoscaling
  • Deploy models as production APIs with autoscaling
  • Scale-to-zero, so idle replicas cost nothing
  • Transparent per-minute GPU pricing, from T4 to B200
Catches
  • Shared queues mean cold boots, which can take minutes for rarely used models (per Replicate's docs)
  • Private models and deployments bill setup and idle time too
  • Per-second billing means slow or stuck runs can blow up a bill (per practitioner reports)
  • Cold starts and model loading are billable
  • The default 15-minute scale-down delay keeps replicas, and the bill, running
  • Warm, redundant capacity means continuous per-minute charges
Best forDevelopers prototyping with many models, or running batch jobs.Teams serving bursty model traffic.
Skip it ifYou need consistently low latency without paying to keep instances warm.You need always-on capacity cheaper than renting GPUs directly.

Which should you pick?

Pick Replicate if…

you fit this: developers prototyping with many models, or running batch jobs.

But not if: you need consistently low latency without paying to keep instances warm.

Watch out for: Shared queues mean cold boots, which can take minutes for rarely used models (per Replicate's docs)

Pick Baseten if…

you fit this: teams serving bursty model traffic.

But not if: you need always-on capacity cheaper than renting GPUs directly.

Watch out for: Cold starts and model loading are billable.

More options

Sources

Replicate

Baseten

Pros, catches and prices are compiled from public sources (official pricing and docs pages, published reviews, user reports), not hands-on testing. Prices change often, so check the vendor page before you buy.