Alternatives

Baseten alternatives in 2026 (Replicate, Modal, Runpod, Fireworks, Cerebrium)

Top Baseten alternatives in 2026: Replicate (model marketplace), Modal (Python-native), RunPod (cheap GPU), Fireworks (fast LLM inference), Cerebrium (one-click ML deploy).

Why people search this

People look for Baseten alternatives because they want community model marketplace (Replicate), Python-native DX (Modal), cheap raw GPU (RunPod), fast LLM inference (Fireworks), or one-click deploy (Cerebrium).

The ranking

Replicate

Best for: Community models, fast prototype, marketplace · Price: Per-second compute

10K+ community models with Cog packaging — fastest path from model to API.

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Modal

Best for: Custom inference, Python teams, batch jobs · Price: Per-second compute

Python-native serverless GPU with decorators that feel local — best DX for custom inference.

RunPod

Best for: Cheap GPU, raw compute access · Price: Lowest per-GPU-hour

Cheap on-demand GPU pods + serverless endpoints — best raw $ / GPU-hour.

Fireworks AI

Best for: Fast LLM inference, open-weight serving · Price: Per-token + per-second

Fast hosted LLM inference + fine-tune — production-grade open-weight serving.

Cerebrium

Best for: One-click ML deploy, low cold start · Price: Per-second compute

One-click ML deploy with low cold start + Cortex framework.

FAQ

Community models?

Replicate — 10K+ community models with one-line API.

Cheapest raw GPU?

RunPod — best per-GPU-hour pricing.

Python-native?

Modal — decorators that feel local.

Last updated: 2026-06-01.