KaiAI tutor for anyone

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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
Groq
S
Replicate
S
ChatGPT Operator
B
TaglineSpreadsheets with AI + live integrations baked in.The fastest AI inference in the world. Crazy low latency.Run any open-source AI model with an API call.OpenAI's browser agent. Clicks and types on websites for you.
Categorydatadev platformdev platformagents
PricingFree + $19-$89/user/moFree tier + pay-as-you-go APIPay per second of computeIncluded with ChatGPT Pro $200/mo
Best forOps teams, marketers, anyone building dashboards from multiple sources.Developers who need sub-100ms LLM responses.Developers using open-source models (Flux, SDXL, Whisper, etc).Power users willing to pay $200/mo for a browser bot.
Strengths
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
  • 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
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
Weaknesses
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
  • Cold starts on less-popular models
  • Pricing gets real at scale
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
Kai's verdictA-tier. The most interesting spreadsheet in years. Great for ops dashboards.S-tier for speed. When latency is the product, start here.S-tier for open-source model APIs. The default in this space.B-tier. Still early. Manus is more flexible for less money.
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