Best serverless LLM inference API

Combined ranking

1. 1
   Together AI—14 pts

   GPT #2Claude #1Gemini #1· Fast serverless inference for open models with broad model catalog and competitive per-token pricing.
2. 2
   Fireworks AI—13 pts

   GPT #1Claude #2Gemini #2· Best production balance of speed, model breadth, and fine-tuning.
3. 3
   Groq—5 pts

   GPT —Claude #3Gemini #4· Custom LPU hardware delivers industry-leading token throughput for real-time workloads.
4. 4
   DeepInfra—3 pts

   GPT —Claude —Gemini #3· Exceptional cost efficiency and aggressive pricing for popular open-weight models.
5. 5
   GroqCloud—3 pts

   GPT #3Claude —Gemini —· Exceptional low-latency inference for supported open models.
6. 6
   OpenRouter—2 pts

   GPT #5Claude —Gemini #5· Best unified API for routing across many model providers.
7. 7
   Cerebras Inference—2 pts

   GPT #4Claude —Gemini —· Fastest token generation for select high-demand models.
8. 8
   Replicate—2 pts

   GPT —Claude #4Gemini —· Easy pay-per-second API for running and scaling any open-source model with no infra.
9. 9
   Baseten—1 pts

   GPT —Claude #5Gemini —· Production-grade serverless deployments with autoscaling and solid observability tooling.

By model

Tracked by ModelsAgree · rank 1 = 5 pts … rank 5 = 1 pt · re-polled continuously