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Fireworks vs AgentGrid

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 AgentGrid
Detail FireworksAgentGrid logo AgentGrid
What it doesOwn Your Specialized Intelligence Shared workspace for humans and AI agents to collaborate on live artifacts
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
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. Free plan available. Paid plans include Lite, Pro, and Business with per-team billing and unlimited agent seats on all plans.
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
  • Live collaborative editing on shared artifacts
  • Support for Claude, GPT, Codex, Hermes, OpenClaw, Cursor, and Grok Bot
  • Full version history and restore functionality
  • Artifact types including docs, reports, slides, apps, and designs
  • Publish artifacts to public URLs
  • Import from URLs and Figma
  • Markdown autosave and editing
  • Team and workspace access management
  • Artifact claiming and 24-hour claim window for agent-created work
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
  • Unified workspace treating agents as first-class collaborators with equal standing to humans
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 check49 −1 (down) since last check
Trust Flow (Majestic)3313
Citation Flow (Majestic)5233
Referring domains (Majestic)560873

5 details filled in for both companies.

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