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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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Hex
A
Gamma
A
Replicate
S
Ollama
S
TaglineModern data notebook with Magic AI assistant.AI slide decks that don't look AI-generated.Run any open-source AI model with an API call.Run LLMs locally. One-line install, GUI optional.
CategoryDataProductivityDev PlatformDev Platform
PricingFree + $28+/user/moFree + $10-$20/moPay per second of computeFree + open source
Best forData teams at startups + enterprises.Pitch decks, proposals, internal presentations — fast.Developers using open-source models (Flux, SDXL, Whisper, etc).Devs wanting offline/local LLMs for privacy or experimentation.
Strengths
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
  • Strong templates
  • Decks, docs, webpages
  • Doesn't look generic
  • Tens of thousands of models (image, video, audio, LLMs)
  • One-line API for any model
  • Cog framework for custom model deploy
  • Run Llama, Mistral, Qwen, etc. on your laptop
  • Simple CLI + API
  • Hardware-aware (picks the right quant)
Weaknesses
  • Overkill for casual users
  • Enterprise pricing
  • Locked into Gamma's format
  • Export quality varies
  • Cold starts on less-popular models
  • Pricing gets real at scale
  • Needs beefy laptop for larger models
  • Speed way behind cloud APIs
Kai's verdictA-tier for data teams. S-tier if you already live in SQL + Python.A-tier. Best of a boring category. Use it for first drafts, then edit in Keynote if high-stakes.S-tier for open-source model APIs. The default in this space.S-tier for local inference. If you care about privacy or want to tinker, install this today.
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