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Hex
A
Claude Code
S
Cursor
S
Ollama
S
TaglineModern data notebook with Magic AI assistant.Anthropic's CLI agent. Opus-powered, operates on your repo directly.VS Code fork that made AI coding actually work.Run LLMs locally. One-line install, GUI optional.
Categorydatacodingcodingdev platform
PricingFree + $28+/user/moPart of Claude Pro/Max/Team plansFree + $20/mo Pro + $40/mo BusinessFree + open source
Best forData teams at startups + enterprises.Developers who want an agent, not autocomplete. Large refactors, tests, docs.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
  • Runs locally, edits your actual files
  • Strong on large codebases with 1M context
  • Great at multi-step tasks
  • 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
  • Terminal-based — learning curve
  • Can't be used without Claude subscription
  • 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 if you live in the terminal. Different shape than Cursor — complementary, not replacement.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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