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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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Otter.ai
B
Replicate
S
GitHub Copilot
B
Manus
S
TaglineMeeting transcription veteran. Cross-platform, team-friendly.Run any open-source AI model with an API call.Microsoft/GitHub's autocomplete. Deep VS Code + JetBrains integration.Autonomous AI agent that actually finishes tasks.
Categorymeetingdev platformcodingagents
PricingFree + $17-$30/user/moPay per second of computeFree (limited) + $10/mo Pro + $19/mo BusinessFree tier + $39-$199/mo
Best forTeams on Windows/PC. Anyone needing cross-platform coverage.Developers using open-source models (Flux, SDXL, Whisper, etc).Teams with GitHub already. Devs who don't want to change IDEs.People who want to hand off tasks entirely — trip planning, research, spreadsheet building.
Strengths
  • Joins meetings as a bot (Zoom, Meet, Teams)
  • Team sharing + search across transcripts
  • Live captioning
  • Tens of thousands of models (image, video, audio, LLMs)
  • One-line API for any model
  • Cog framework for custom model deploy
  • Great enterprise story
  • Works in your existing IDE
  • Chat + autocomplete
  • General-purpose agent — research, book, build, analyze
  • Parallel task execution
  • Web browsing + file creation + coding
Weaknesses
  • Bot joining is intrusive
  • UX feels dated
  • Cold starts on less-popular models
  • Pricing gets real at scale
  • Less agentic than Cursor/Claude Code
  • Model quality varies
  • Still hit-or-miss on complex multi-hour tasks
  • Can burn credits fast
Kai's verdictB-tier. Granola is better UX but Otter works everywhere. Pick based on your platform.S-tier for open-source model APIs. The default in this space.B-tier. Solid for autocomplete but the category moved past it. Pick Cursor unless you can't.S-tier in the agent category. The first one I'd give to a non-technical friend.
LinkOpen →Open →Open →Open →