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S
Hex
A
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Granola
S
TaglineRun any open-source AI model with an API call.Modern data notebook with Magic AI assistant.Kuaishou's video model. The surprise standout.Meeting notes that don't suck. Runs locally, no bot joins.
CategoryDev PlatformDataVideoMeetings
PricingPay per second of computeFree + $28+/user/moCredit-based, free trialFree + $18/mo
Best forDevelopers using open-source models (Flux, SDXL, Whisper, etc).Data teams at startups + enterprises.Anyone who wants top-tier video quality for less.Founders, execs, consultants who live in calls.
Strengths
  • 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
  • Very strong motion + physics
  • Often beats Runway on realism
  • Great price
  • No bot in the call — runs on your Mac
  • Strong templates
  • Fast summaries
Weaknesses
  • Cold starts on less-popular models
  • Pricing gets real at scale
  • Overkill for casual users
  • Enterprise pricing
  • UX is rough for English speakers
  • Queue times
  • Mac-only
  • Single-user by design
Kai's verdictS-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. Rising fast. If you can tolerate the UX, quality per dollar is best-in-class.S-tier. Category-defining UX. If you take notes in meetings, switch this week.
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