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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
Aider
A
DeepSeek
S
TaglineCognition Labs' autonomous coding engineer.Terminal-based AI pair programmer. Git-aware, model-flexible.Chinese open-weight powerhouse. Crazy cheap, genuinely smart.
CategoryAgentsCodingChatbots
Pricing$500/moFree (open source) + whatever API you useFree web + ultra-cheap API (~$0.14/M input tokens)
Best forEngineering teams offloading tickets. Ops/platform work.Developers who want open-source tooling with full control.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
  • Works in any terminal
  • Auto-commits changes with meaningful messages
  • Works with any model (Claude, GPT, local)
  • Minimal learning curve
  • 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
  • Terminal-only
  • Less agentic than Claude Code
  • Setup on Windows is fiddly
  • 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.A-tier. The right answer if you want open-source + terminal-native + model-agnostic.S-tier for price/performance. A-tier for consumer use. If you build apps, this is the budget pick.
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