Beam vs Replicate

Beam

Beam suits developers who want serverless GPU endpoints, agent sandboxes and on-demand machines behind one SDK without running their own Kubernetes. The free monthly credit is gone, so even a hobby project now starts at $20 a month, which is credited back as usage; weigh it as a startup-stage vendor whose quotas and prices move faster than the hyperscalers'.

Pros

• +Per-second serverless billing with scale-to-zero
• +Developer plan fee comes back as $20 of monthly usage credit
• +Python, TypeScript and Go SDKs plus REST access
• +BYOC mode lets existing cloud credits pay for the compute

Cons

• −No free plan; the entry plan is $20/month
• −Developer plan caps GPU concurrency at 5 containers
• −Team features gate at $89/month plus usage

Replicate

Replicate is the quickest way for a developer to call a popular image, video or language model, or ship a custom one, without managing GPUs, and per-output pricing makes small workloads predictable. Teams with steady high volume, or who need their own cloud contracts, usually get better unit costs from dedicated GPU providers or the model makers' own APIs.

Pros

• +Very large catalog of models behind one consistent API
• +Per-output pricing on many models makes costs easy to estimate
• +Fine-tuning and private deployments for custom models
• +Cog tool for packaging and pushing your own models

Cons

• −Private deployments bill for idle time while instances are up
• −Cold starts can slow the first request to less-used models
• −Costs at scale can exceed self-hosting or direct vendor APIs

Is Beam cheaper than Replicate?

Beam starts at $20/mo. An entry price for Replicate is not confirmed by us yet, so check its pricing page before you compare.

Which has a public API, Beam or Replicate?

Both ship a public API, so either can be built on; the fact table above shows the platforms each one runs on.