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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.
Pick tools (4 selected)
Chatbots
Research
Coding
Image
Video
Voice
Meetings
Design
Productivity
Audio
Writing
Agents
Dev Platform
Data
Marketing
Education
Lex
A
Fathom
S
Ollama
S
Replicate
S
TaglineGoogle Docs with an AI collaborator baked in.Meeting notes, free forever for individuals.Run LLMs locally. One-line install, GUI optional.Run any open-source AI model with an API call.
CategoryWritingMeetingsDev PlatformDev Platform
PricingFree + $12/moFree for individuals + $15-$29/user/mo teamsFree + open sourcePay per second of compute
Best forEssays, long-form drafts, thinking on the page.Solo operators, freelancers, small teams on a budget.Devs wanting offline/local LLMs for privacy or experimentation.Developers using open-source models (Flux, SDXL, Whisper, etc).
Strengths
  • Clean writing UX — distraction-free
  • +++ prompt triggers AI help
  • Collaboration + AI feedback together
  • Unlimited free tier for solo use
  • Strong summaries + action items
  • Works in Zoom, Meet, Teams
  • Run Llama, Mistral, Qwen, etc. on your laptop
  • Simple CLI + API
  • Hardware-aware (picks the right quant)
  • Tens of thousands of models (image, video, audio, LLMs)
  • One-line API for any model
  • Cog framework for custom model deploy
Weaknesses
  • Less feature-rich than Google Docs
  • AI ceiling below dedicated tools
  • Bot-joining model
  • Team features gated
  • Needs beefy laptop for larger models
  • Speed way behind cloud APIs
  • Cold starts on less-popular models
  • Pricing gets real at scale
Kai's verdictA-tier. Beautiful UX. The writing app I'd pick if I only wrote long-form.S-tier for solo + free. The best free option, hands down.S-tier for local inference. If you care about privacy or want to tinker, install this today.S-tier for open-source model APIs. The default in this space.
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