Alternatives

Fireworks AI alternatives in 2026 (Together, Groq, Replicate, Modal, OpenRouter)

Top Fireworks AI alternatives in 2026: Together AI (broadest catalog), Groq (LPU speed), Replicate (serverless API), Modal (Python-first), OpenRouter (unified routing).

Why people search this

People look for Fireworks AI alternatives because they want broader open-weight catalog (Together), industry-leading speed (Groq), serverless API ergonomics (Replicate), Python-first DX (Modal), or unified multi-provider routing (OpenRouter).

The ranking

#1

Together AI

Best for: Multi-model serving, custom weights  ·  Price: Per-token + per-second

Broader open-weight catalog and aggressive scale pricing.

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#2

Groq

Best for: Realtime apps, latency-critical inference  ·  Price: Per-token + free tier

Industry-leading inference speed via LPU hardware.

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#3

Replicate

Best for: Open-weight image / video / audio via API  ·  Price: Per-second compute

Cleanest serverless API for open-source models — image / video / audio especially.

#4

Modal

Best for: Custom inference pipelines, Python-first teams  ·  Price: Per-second compute

Python-first serverless compute with strong DX.

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#5

OpenRouter

Best for: Multi-provider routing, A/B testing  ·  Price: Per-token with small markup

Unified API across 200+ models from every major provider.

FAQ

Cheapest Fireworks alternative?

Together AI at scale; Replicate at low scale.

Fastest inference alternative?

Groq — LPU hardware delivers industry-leading speed.

Best DX alternative?

Modal — Python-first serverless with the cleanest workflow.

Related

Last updated: 2026-06-01.