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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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Devin
A
Otter.ai
B
Rows
A
DeepSeek
S
TaglineCognition Labs' autonomous coding engineer.Meeting transcription veteran. Cross-platform, team-friendly.Spreadsheets with AI + live integrations baked in.Chinese open-weight powerhouse. Crazy cheap, genuinely smart.
CategoryAgentsMeetingsDataChatbots
Pricing$500/moFree + $17-$30/user/moFree + $19-$89/user/moFree web + ultra-cheap API (~$0.14/M input tokens)
Best forEngineering teams offloading tickets. Ops/platform work.Teams on Windows/PC. Anyone needing cross-platform coverage.Ops teams, marketers, anyone building dashboards from multiple sources.Developers + cost-conscious builders. Anyone fine with self-hosting.
Strengths
  • Works like an engineer — takes Slack tasks, opens PRs
  • Handles multi-hour engineering work
  • Reports back with what it did
  • Joins meetings as a bot (Zoom, Meet, Teams)
  • Team sharing + search across transcripts
  • Live captioning
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
  • Open weights you can self-host
  • Strong reasoning + math
  • Near-free API pricing
  • DeepSeek-V3 / R1 are serious models
Weaknesses
  • Expensive
  • Best for well-scoped tasks
  • Not for solo hobbyists
  • Bot joining is intrusive
  • UX feels dated
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Data goes to servers in China — privacy concerns for business use
  • Chinese policy filters
  • English polish trails Western models
Kai's verdictA-tier for the right use case. Not for solo devs. If you manage engineers, try one license.B-tier. Granola is better UX but Otter works everywhere. Pick based on your platform.A-tier. The most interesting spreadsheet in years. Great for ops dashboards.S-tier for price/performance. A-tier for consumer use. If you build apps, this is the budget pick.
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