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Fireworks vs Oort

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

Fireworks compared with Oort
Detail FireworksOort logo Oort
What it doesOwn Your Specialized Intelligence Open-source memory for AI agents that stays correct as facts change
StageNot given Not given
FoundedNot given Not given
Based inNot given SE
Pricing modelFreemium Freemium
PricingServerless 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. Open Source: free self-hosted. Oort Pro: $19/month (VAT included where applicable) with 5,000 saves a month, 25,000 recalls a month, and 1 GB of memory storage.
Key features
  • 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
  • Memory recall with millisecond latency and explanations
  • Automatic fact lifecycle management
  • Data privacy with secrets scrubbed before saving
  • Export and forget capabilities
  • CLI and npm package
  • Integration with ChatGPT and Claude.ai
  • Flat-rate pricing that does not scale with history
What makes it different
  • 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
  • Facts stay correct as they change, with closed-out old versions
  • Costs remain flat as memory history grows
  • Every recall can explain why it returned that memory
  • Self-hosted with no required API keys for open source
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)80 +1 (up) since last check2 +2 (up) since last check
Trust Flow (Majestic)330
Citation Flow (Majestic)520
Referring domains (Majestic)56080

5 details filled in for both companies.

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