Head-to-head
Fireworks AI vs Groq
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 weekly, reasoning shown verbatim.
| Leaderboard | Fireworks AI | Groq |
|---|---|---|
| Best serverless LLM inference API | #1 / 8 | #3 / 8 |
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 Groq — on best serverless llm inference api
“unmatched ultra-low latency and highest tokens/sec (500-1000+ tps on LPUs) with no cold starts for real-time apps like agents/voice”
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Ranks from the merged 4-model leaderboards · re-polled weekly · methodology