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Side-by-side: what they do, what they cost, what Kai actually thinks. Pass up to 4 tools via ?tools=claude,chatgpt,gemini.
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S
Galileo AI
B
Manus
S
TaglineRun any open-source AI model with an API call.Prompt to UI design. Figma-ready outputs.Autonomous AI agent that actually finishes tasks.
CategoryDev PlatformDesignAgents
PricingPay per second of computeFree trial + paid plansFree tier + $39-$199/mo
Best forDevelopers using open-source models (Flux, SDXL, Whisper, etc).Designers brainstorming first drafts.People who want to hand off tasks entirely — trip planning, research, spreadsheet building.
Strengths
  • Tens of thousands of models (image, video, audio, LLMs)
  • One-line API for any model
  • Cog framework for custom model deploy
  • Prompt-to-UI with real layouts
  • Exports to Figma
  • Faster than hand-designing from scratch
  • General-purpose agent — research, book, build, analyze
  • Parallel task execution
  • Web browsing + file creation + coding
Weaknesses
  • Cold starts on less-popular models
  • Pricing gets real at scale
  • Output needs designer polish
  • Pricing unclear / changes often
  • Still hit-or-miss on complex multi-hour tasks
  • Can burn credits fast
Kai's verdictS-tier for open-source model APIs. The default in this space.B-tier. Useful for first drafts. v0 is the better bet for shipping code.S-tier in the agent category. The first one I'd give to a non-technical friend.
LinkOpen →Open →Open →