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Rows
A
Ollama
S
Hex
A
Replicate
S
TaglineSpreadsheets with AI + live integrations baked in.Run LLMs locally. One-line install, GUI optional.Modern data notebook with Magic AI assistant.Run any open-source AI model with an API call.
Categorydatadev platformdatadev platform
PricingFree + $19-$89/user/moFree + open sourceFree + $28+/user/moPay per second of compute
Best forOps teams, marketers, anyone building dashboards from multiple sources.Devs wanting offline/local LLMs for privacy or experimentation.Data teams at startups + enterprises.Developers using open-source models (Flux, SDXL, Whisper, etc).
Strengths
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
  • Run Llama, Mistral, Qwen, etc. on your laptop
  • Simple CLI + API
  • Hardware-aware (picks the right quant)
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
  • Tens of thousands of models (image, video, audio, LLMs)
  • One-line API for any model
  • Cog framework for custom model deploy
Weaknesses
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Needs beefy laptop for larger models
  • Speed way behind cloud APIs
  • Overkill for casual users
  • Enterprise pricing
  • Cold starts on less-popular models
  • Pricing gets real at scale
Kai's verdictA-tier. The most interesting spreadsheet in years. Great for ops dashboards.S-tier for local inference. If you care about privacy or want to tinker, install this today.A-tier for data teams. S-tier if you already live in SQL + Python.S-tier for open-source model APIs. The default in this space.
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