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Groq vs Fireworks

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Groq compared with Fireworks
DetailGroqFireworks
What it doesPremier neocloud for fast inference Own Your Specialized Intelligence
StageEstablished Not given
FoundedNot given Not given
Based inUS Not given
Pricing modelNot given freemium
PricingNot given Serverless inference with per-token pricing (pay for output, input, and cached tokens). Training pricing from $0.50 to $10.00 per 1M training tokens depending on model size and fine-tuning type. On-demand deployments at $0.134 to $0.334 per minute ($8 to $20 per hour) for various GPU types.
Key features
  • GroqMetal: dedicated bare-metal infrastructure tuned for speed and reliability
  • GroqCore: production-ready inference stack with no infrastructure expertise required
  • GroqAssured: enterprise-grade governance, auditability, and control
  • 256 LPUs per rack with 40 PB/s SRAM bandwidth
  • 1,000 tokens per second per user throughput
  • 128 GB on-chip SRAM per rack
  • 315 PFLOPS of FP8 inference compute
  • 13 globally distributed data centers across four continents
  • Guided training runs
  • Configuration-led training
  • Custom training logic
  • Serverless inference
  • On-demand dedicated deployments
  • Reserved capacity
  • OpenAI compatible API
  • Model library with latest open models
  • Reinforcement learning support
  • Multi-region deployments
What makes it different
  • Fast inference at scale without sacrificing affordability
  • LPU pioneered technology integrated with NVIDIA GPUs
  • Fully integrated platform combining infrastructure, inference, and control
  • Drop-in replacement for closed-model APIs with cost savings of 50-75%
  • Instant production deployment from any training checkpoint in seconds
  • Optimized inference engine for industry-leading throughput and latency
  • Elastic and global RL inference scaling
  • Own the complete learning loop for specialized intelligence
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)85 no change since last check79 no change since last check
Trust Flow (Majestic)3733
Citation Flow (Majestic)5652
Referring domains (Majestic)125525608

3 details filled in for both companies.

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