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Groq
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Hex
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Rows
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TaglineThe fastest AI inference in the world. Crazy low latency.Run any open-source AI model with an API call.Modern data notebook with Magic AI assistant.Spreadsheets with AI + live integrations baked in.
CategoryDev PlatformDev PlatformDataData
PricingFree tier + pay-as-you-go APIPay per second of computeFree + $28+/user/moFree + $19-$89/user/mo
Best forDevelopers who need sub-100ms LLM responses.Developers using open-source models (Flux, SDXL, Whisper, etc).Data teams at startups + enterprises.Ops teams, marketers, anyone building dashboards from multiple sources.
Strengths
  • 500+ tokens/sec on Llama/Mixtral — feels instant
  • Custom LPU hardware
  • Great free tier
  • Tens of thousands of models (image, video, audio, LLMs)
  • One-line API for any model
  • Cog framework for custom model deploy
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
Weaknesses
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
  • Cold starts on less-popular models
  • Pricing gets real at scale
  • Overkill for casual users
  • Enterprise pricing
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
Kai's verdictS-tier for speed. When latency is the product, start here.S-tier for open-source model APIs. The default in this space.A-tier for data teams. S-tier if you already live in SQL + Python.A-tier. The most interesting spreadsheet in years. Great for ops dashboards.
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