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Groq vs Fireworks AI

This comparison was retrieved by database IDs selected from the catalog.

Groq favicon

Groq

Groq

Fireworks AI favicon

Fireworks AI

Fireworks AI

Overview
Rating
—
—
Category
Developer Tools
Developer Tools
Subcategory
AI Inference Engine
Fast LLM Inference API
Company
Groq
Fireworks AI
Status
Active
Active
Launch year
2016
2022
Tags
apiinferencespeedllmllpudeveloper-tools
inferenceapiopen-sourcefastllmdeveloper-tools
Pricing
Starting price
FreeBest value
Free
Pricing model
Usage-based
Usage-based
Free plan
Yes
Yes
Free trial
✕
✕
Pricing notes

Free tier with generous rate limits for evaluation. Usage-based from $0.05/million tokens for small models to $0.90/million for large models. Enterprise custom pricing.

Free $1 in monthly credits. Serverless API from $0.10/M tokens for small models. Dedicated deployment custom.

Capabilities
Best for
Low-latency AI applicationsVoice AIReal-time chatGaming AIHigh-throughput inference
Open source LLM production deploymentCost-efficient AI APIFast inference for latency-sensitive applicationsFine-tuned model hosting
Target audience
DevelopersAI application buildersVoice AI teamsReal-time application developers
AI developersML engineersStartups scaling AI featuresCost-conscious AI teamsDevelopers needing open source inference
AI type
ML Inference Platform
ML Inference Platform
Modalities
TextAudioImage
TextCodeImage
Technical
Model provider
MetaMistral AI
MetaMistral AIMicrosoftGoogleOpen Source
Model names
Llama 3.3MixtralWhisperLlama Vision
Llama 3MistralMixtralPhiGemmaCode Llama
API available
✓
✓
Open source
✕
✕
Deployment
SaaSAPI
SaaSAPI
Platforms
WebAPI
WebAPI
Integrations
PythonNode.jsAPIOpenAI-compatible
Python SDKJavaScript SDKOpenAI-compatibleREST API
Team collaboration
✕
✕
Trust & security
Security

Enterprise includes dedicated capacity, SLA guarantees, and data handling agreements. SOC 2 compliant.

SOC 2 Type II. GDPR compliant. Enterprise includes data handling agreements.

Privacy notes

Review Groq's data handling policy. Groq uses its own LPU hardware, not third-party cloud providers, for inference. Enterprise includes data processing agreements.

Review Fireworks AI data handling policy. Inference requests processed on Fireworks infrastructure.

Verdict
Pros
  • Fastest LLM inference available using custom LPU hardware
  • Significantly lower latency than GPU-based alternatives for real-time applications
  • Competitive pricing for fast inference
  • OpenAI-compatible API makes switching straightforward
  • Fast inference speeds competitive with Groq for open source model deployment
  • OpenAI-compatible API enables easy migration from OpenAI
  • Competitive pricing at $0.10/M tokens for smaller models
  • Function calling and JSON mode bring structured output to open source models
Cons
  • Limited model selection compared to Hugging Face or Replicate
  • Not a proprietary model developer — relies on open source models
  • Enterprise dedicated capacity required for guaranteed SLA performance
  • Model selection less comprehensive than Hugging Face for niche models
  • Dedicated deployment requires custom pricing engagement
  • Less community ecosystem than Together AI or Groq at this stage

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