Head-to-head
Fireworks AI vs Together AI
Fireworks AI leads: the AI models rank it above its rival on 1 of the 1 leaderboard they share. Based on how ChatGPT, Claude, Gemini & Grok rank both across the leaderboard they share — re-polled on demand, reasoning shown verbatim.
| Leaderboard | Fireworks AI | Together AI |
|---|---|---|
| Best serverless LLM inference API | #1 / 7 | #2 / 7 |
Why the models rank Fireworks AI — on best serverless llm inference api
“Best overall balance of fast, no-cold-start serving, strong open-model coverage, OpenAI-compatible APIs, prompt caching, batch discounts, fine-tuning, and a clean path to higher-reliability or dedicated capacity; narrowly beats Together for production ergonomics.”
Why the models rank Together AI — on best serverless llm inference api
“Broadest production open-weight catalog, highly optimized inference engine with reliable speculative decoding, seamless custom fine-tuning deployment, and enterprise-grade reliability (near-tie with Groq depending on whether model breadth or raw speed is prioritized).”
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Ranks from the merged 4-model leaderboards · re-polled on demand · methodology