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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
Research
Coding
Image
Video
Voice
Meetings
Design
Productivity
Audio
Writing
Agents
Dev Platform
Data
Marketing
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Rows
A
Replicate
S
Fathom
S
ChatGPT
S
TaglineSpreadsheets with AI + live integrations baked in.Run any open-source AI model with an API call.Meeting notes, free forever for individuals.The default. Strongest ecosystem + best multimodal breadth.
CategoryDataDev PlatformMeetingsChatbots
PricingFree + $19-$89/user/moPay per second of computeFree for individuals + $15-$29/user/mo teamsFree + $20/mo Plus + $200/mo Pro
Best forOps teams, marketers, anyone building dashboards from multiple sources.Developers using open-source models (Flux, SDXL, Whisper, etc).Solo operators, freelancers, small teams on a budget.General use, voice chat, image generation, first-time AI users.
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
  • Unlimited free tier for solo use
  • Strong summaries + action items
  • Works in Zoom, Meet, Teams
  • Great voice mode
  • Huge plugin/custom GPT ecosystem
  • Strong image generation (DALL-E built in)
  • Code Interpreter
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
  • Bot-joining model
  • Team features gated
  • Reasoning quality varies by mode
  • Can be verbose
  • Confabulates on niche facts
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 solo + free. The best free option, hands down.S-tier all-rounder. If you want one tool that does everything okay-to-great, this is it.
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