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Together AI vs Fireworks

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

Together AI compared with Fireworks
DetailTogether AIFireworks
What it doesThe AI Native Cloud Own Your Specialized Intelligence
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelfreemium freemium
PricingServerless inference with pay-per-use token pricing ($0.0015 to $4.50 per 1M tokens for chat/vision models). Provisioned throughput with reserved PTUs for committed capacity. Dedicated GPU endpoints at $5.49-$8.99 per hour. Fine-tuning from $0.34-$40 per 1M tokens. GPU clusters at $1.99-$9.99 per GP 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
  • GPU clusters at scale with autoscaling
  • Voice agent infrastructure with sub-second latency
  • Comprehensive model library with 25+ regions
  • 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
  • 2x faster inference powered by cutting-edge research optimization
  • 60% lower cost with workload-specific optimization
  • 90% faster pre-training with Together Kernel Collection
  • Research-optimized infrastructure with proprietary kernels
  • Single unified API across multiple model providers
  • 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)81 no change since last check79 no change since last check
Trust Flow (Majestic)3633
Citation Flow (Majestic)5652
Referring domains (Majestic)81955608

5 details filled in for both companies.

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