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Side-by-side: what they do, what they cost, what Kai actually thinks. Pass up to 4 tools via ?tools=claude,chatgpt,gemini.
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Rows
A
Replicate
S
NotebookLM
S
Suno
S
TaglineSpreadsheets with AI + live integrations baked in.Run any open-source AI model with an API call.Google's research notebook. Turns your docs into a podcast.Prompt to full song with vocals, instruments, the works.
CategoryDataDev PlatformResearchAudio
PricingFree + $19-$89/user/moPay per second of computeFreeFree + $10/mo + $30/mo
Best forOps teams, marketers, anyone building dashboards from multiple sources.Developers using open-source models (Flux, SDXL, Whisper, etc).Students, researchers, anyone with a stack of PDFs or a topic to learn.Jingles, intros, demos, sketches, personal use.
Strengths
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
  • Tens of thousands of models (image, video, audio, LLMs)
  • One-line API for any model
  • Cog framework for custom model deploy
  • Upload anything, ask questions, get cited answers
  • Audio Overview turns docs into a 10-min podcast
  • Great for studying
  • Real songs with real lyrics
  • v4 is very good
  • Quick turnaround
Weaknesses
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Cold starts on less-popular models
  • Pricing gets real at scale
  • Google-only
  • Can be slow on large corpora
  • Copyright gray zone
  • Audio quality behind studio
Kai's verdictA-tier. The most interesting spreadsheet in years. Great for ops dashboards.S-tier for open-source model APIs. The default in this space.S-tier for study. The Audio Overview is a killer feature. Try it with three of your favorite PDFs.S-tier in its category. The first AI music tool I'd actually listen to.
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