Groq vs Fireworks AI: LLM APIs Comparison (2026)
An independent side-by-side comparison of Groq and Fireworks AI for llm apis buyers — pricing, features, integrations, and how often each is cited by major AI engines.
AI Citation Scorecard
How often each is cited by major AI engines when buyers ask llm apis questions. Last 90 days across ChatGPT, Perplexity, Gemini, Claude, and Copilot.
Too early to call — probes still building data.
ChatGPT
Groq
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No data yet
Fireworks AI
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No data yet
Perplexity
Groq
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No data yet
Fireworks AI
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No data yet
Gemini
Groq
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No data yet
Fireworks AI
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No data yet
Claude
Groq
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No data yet
Fireworks AI
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No data yet
Copilot
Groq
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No data yet
Fireworks AI
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No data yet
Scale:NoneLowFairStrongExcellent
Probes run hourly; each (engine × query) combo retests every ~3 days.
Pricing
Key Features
Groq
- ✓Fast responses
- ✓Scalable performance
- ✓Predictable pricing
- ✓No surprise inference bills
Fireworks AI
- ✓Serverless Inference
- ✓Fine Tuning
- ✓On Demand Deployments
- ✓High rate limits
- ✓Batch inference priced at 50%
- ✓Pay per token pricing
- ✓Pay per GPU second
- ✓Customizable open models
When to choose Groq
Choose Groq if your team prioritizes its strengths over Fireworks AI's. Full guidance populates as Groq's feature data is indexed.
When to choose Fireworks AI
Choose Fireworks AI if your team prioritizes its strengths over Groq's. Full guidance populates as Fireworks AI's feature data is indexed.