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Hex
A
Claude Code
S
Groq
S
Ollama
S
TaglineModern data notebook with Magic AI assistant.Anthropic's CLI agent. Opus-powered, operates on your repo directly.The fastest AI inference in the world. Crazy low latency.Run LLMs locally. One-line install, GUI optional.
CategoryDataCodingDev PlatformDev Platform
PricingFree + $28+/user/moPart of Claude Pro/Max/Team plansFree tier + pay-as-you-go APIFree + open source
Best forData teams at startups + enterprises.Developers who want an agent, not autocomplete. Large refactors, tests, docs.Developers who need sub-100ms LLM responses.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
  • 500+ tokens/sec on Llama/Mixtral — feels instant
  • Custom LPU hardware
  • Great free tier
  • 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
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
  • 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 speed. When latency is the product, start here.S-tier for local inference. If you care about privacy or want to tinker, install this today.
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