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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
Hugging Face
S
ChatGPT Operator
B
Granola
S
TaglineSpreadsheets with AI + live integrations baked in.The GitHub of AI. Models, datasets, spaces — all in one.OpenAI's browser agent. Clicks and types on websites for you.Meeting notes that don't suck. Runs locally, no bot joins.
CategoryDataDev PlatformAgentsMeetings
PricingFree + $19-$89/user/moFree + $9-$20/mo + enterpriseIncluded with ChatGPT Pro $200/moFree + $18/mo
Best forOps teams, marketers, anyone building dashboards from multiple sources.Any ML/AI developer. Hobbyists exploring open models.Power users willing to pay $200/mo for a browser bot.Founders, execs, consultants who live in calls.
Strengths
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
  • Largest open-source AI model hub
  • Hosted inference via Spaces + Inference Endpoints
  • Great community
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • No bot in the call — runs on your Mac
  • Strong templates
  • Fast summaries
Weaknesses
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Overwhelming for beginners
  • Hosted inference pricing varies
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Mac-only
  • Single-user by design
Kai's verdictA-tier. The most interesting spreadsheet in years. Great for ops dashboards.S-tier infrastructure. The one platform every AI dev eventually uses.B-tier. Still early. Manus is more flexible for less money.S-tier. Category-defining UX. If you take notes in meetings, switch this week.
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