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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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Fathom
S
Aider
A
Devin
A
Ideogram
S
TaglineMeeting notes, free forever for individuals.Terminal-based AI pair programmer. Git-aware, model-flexible.Cognition Labs' autonomous coding engineer.The one that actually gets text in images right.
CategoryMeetingsCodingAgentsImage
PricingFree for individuals + $15-$29/user/mo teamsFree (open source) + whatever API you use$500/moFree + $8/mo + $20/mo + $60/mo
Best forSolo operators, freelancers, small teams on a budget.Developers who want open-source tooling with full control.Engineering teams offloading tickets. Ops/platform work.Anything with text — posters, ads, album covers, slide decks.
Strengths
  • Unlimited free tier for solo use
  • Strong summaries + action items
  • Works in Zoom, Meet, Teams
  • Works in any terminal
  • Auto-commits changes with meaningful messages
  • Works with any model (Claude, GPT, local)
  • Minimal learning curve
  • Works like an engineer — takes Slack tasks, opens PRs
  • Handles multi-hour engineering work
  • Reports back with what it did
  • Best text rendering in the game
  • Strong free tier
  • Good for logos, posters, thumbnails
Weaknesses
  • Bot-joining model
  • Team features gated
  • Terminal-only
  • Less agentic than Claude Code
  • Setup on Windows is fiddly
  • Expensive
  • Best for well-scoped tasks
  • Not for solo hobbyists
  • Aesthetic ceiling below Midjourney
  • Less style variety
Kai's verdictS-tier for solo + free. The best free option, hands down.A-tier. The right answer if you want open-source + terminal-native + model-agnostic.A-tier for the right use case. Not for solo devs. If you manage engineers, try one license.S-tier for text-in-image. Use this for posters, Midjourney for art.
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