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Hex
A
Perplexity
S
Cursor
S
Ollama
S
TaglineModern data notebook with Magic AI assistant.AI search done right. Cited answers, not chat theater.VS Code fork that made AI coding actually work.Run LLMs locally. One-line install, GUI optional.
Categorydataresearchcodingdev platform
PricingFree + $28+/user/moFree + $20/mo ProFree + $20/mo Pro + $40/mo BusinessFree + open source
Best forData teams at startups + enterprises.Replacing Google for any question where you want a cited answer in seconds.Developers. Non-developers who want to ship working code.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
  • Sources every claim
  • Fast, current answers
  • Pro Search runs multi-step research
  • Spaces for persistent context
  • Tab completion feels like mind-reading
  • Composer for multi-file edits
  • Runs Claude, GPT, Gemini — you pick
  • Run Llama, Mistral, Qwen, etc. on your laptop
  • Simple CLI + API
  • Hardware-aware (picks the right quant)
Weaknesses
  • Overkill for casual users
  • Enterprise pricing
  • Not a general chatbot
  • Answers can be shallow on complex topics
  • Can feel overwhelming for non-coders
  • Expensive 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.S-tier for search. I use it before Google now. If you're still Googling everything, try this for a week.S-tier for coding. If you write code of any kind, this pays back the $20 in a day.S-tier for local inference. If you care about privacy or want to tinker, install this today.
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