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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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Chatbots
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Image
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Audio
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Agents
Dev Platform
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Rows
A
Ideogram
S
NotebookLM
S
Claude
S
TaglineSpreadsheets with AI + live integrations baked in.The one that actually gets text in images right.Google's research notebook. Turns your docs into a podcast.Anthropic's flagship — best reasoning + longest useful context.
CategoryDataImageResearchChatbots
PricingFree + $19-$89/user/moFree + $8/mo + $20/mo + $60/moFreeFree + $20/mo Pro + team/enterprise
Best forOps teams, marketers, anyone building dashboards from multiple sources.Anything with text — posters, ads, album covers, slide decks.Students, researchers, anyone with a stack of PDFs or a topic to learn.Long writing, code, careful thinking, documents over 50 pages.
Strengths
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
  • Best text rendering in the game
  • Strong free tier
  • Good for logos, posters, thumbnails
  • Upload anything, ask questions, get cited answers
  • Audio Overview turns docs into a 10-min podcast
  • Great for studying
  • Best-in-class writing + nuanced reasoning
  • 1M context on Opus
  • Artifacts for code/docs
  • Lowest hallucination rate in my testing
Weaknesses
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Aesthetic ceiling below Midjourney
  • Less style variety
  • Google-only
  • Can be slow on large corpora
  • Image generation is weak
  • No native web search on all tiers
Kai's verdictA-tier. The most interesting spreadsheet in years. Great for ops dashboards.S-tier for text-in-image. Use this for posters, Midjourney for art.S-tier for study. The Audio Overview is a killer feature. Try it with three of your favorite PDFs.S-tier for reasoning and writing. If you only pay for one chatbot, pay for this one — especially for long work.
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