Fireworks AI Alternatives

Fireworks AI alternatives in detail

1. Baseten

   freemiumPlatform

   Baseten runs ML and LLM models in production: package serving logic with the open-source Truss framework, push it, and get an autoscaling GPU endpoint. It handles containerization, multi-region/multi-cloud replicas, scale-to-zero, and per-deployment observability — built for serving your own and open-source models at production scale.

   Read: The Best LLM Inference Providers in 2026: Groq vs Together vs Fireworks vs Baseten and More

2. Groq

   freemiumPlatform

   Groq is a hosted inference service that serves open-weight models — OpenAI GPT-OSS, Whisper, enterprise-only Llama, and Qwen in preview — on its custom LPU chips for unusually high tokens-per-second and low latency. The GroqCloud API is OpenAI-compatible, so most SDKs work by changing the base URL, and pricing is per-token with a free tier.

   Read: The Best LLM Inference Providers in 2026: Groq vs Together vs Fireworks vs Baseten and More

3. OpenRouter

   freemiumPlatform

   OpenRouter is a hosted gateway to hundreds of models across providers behind one OpenAI-compatible API, one API key, and one bill. It handles routing, automatic fallbacks, and provider load-balancing — the zero-infrastructure way to call any model, including some free ones.

   Read: The Best LLM Inference Providers in 2026: Groq vs Together vs Fireworks vs Baseten and More

4. Replicate

   freemiumPlatform

   Replicate is a hosted platform for running open machine-learning models — LLMs, image, video, audio, and more — behind a single API, billed per second of compute. Thousands of community models run with one line of code, and you can package and deploy your own using Cog, its open-source container tool. Replicate joined Cloudflare in 2025.

   Read: The Best LLM Inference Providers in 2026: Groq vs Together vs Fireworks vs Baseten and More

5. Together AI

   paidPlatform

   Together AI is a hosted cloud for open-source models: serverless inference across a broad catalog (Llama, DeepSeek, Qwen, and more) behind an OpenAI-compatible API, plus fine-tuning and dedicated GPU endpoints and clusters. It's the managed way to run open-weight models without operating your own inference stack.

   Read: The Best LLM Inference Providers in 2026: Groq vs Together vs Fireworks vs Baseten and More

6. Cerebras

   freemiumWebPlatform

   Cerebras Inference runs open-weight LLMs on Cerebras's wafer-scale chips behind an OpenAI-compatible API, and its pricing page lists GPT OSS 120B at about 3,000 tokens per second. The service is proprietary; its SDKs are Apache-2.0. As of September 2026 it serves two public models and bills per token after a $5 free-trial credit.

   Read: The Best LLM Inference Providers in 2026: Groq vs Together vs Fireworks vs Baseten and More

7. fal

   freemiumPlatform

   fal is a generative-media platform and inference cloud built for running diffusion models — image, video, audio, and 3D — fast. It exposes 1,000+ ready models through a single API with client SDKs, plus custom training and private deployments, billed pay-per-use. Its proprietary Inference Engine targets media generation rather than LLM text serving.

   Read: The Best LLM Inference Providers in 2026: Groq vs Together vs Fireworks vs Baseten and More