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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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image
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Devin
A
HeyGen
S
ChatGPT
S
ChatGPT Operator
B
TaglineCognition Labs' autonomous coding engineer.AI avatar videos. Record once, speak any language.The default. Strongest ecosystem + best multimodal breadth.OpenAI's browser agent. Clicks and types on websites for you.
Categoryagentsvideochatagents
Pricing$500/moFree + $24-$65/moFree + $20/mo Plus + $200/mo ProIncluded with ChatGPT Pro $200/mo
Best forEngineering teams offloading tickets. Ops/platform work.Course creators, multilingual marketers, anyone scaling video content.General use, voice chat, image generation, first-time AI users.Power users willing to pay $200/mo for a browser bot.
Strengths
  • Works like an engineer — takes Slack tasks, opens PRs
  • Handles multi-hour engineering work
  • Reports back with what it did
  • Clone your face + voice in 2 minutes
  • Instant translation into 40+ languages with lip sync
  • Avatars look less uncanny than competitors
  • Great voice mode
  • Huge plugin/custom GPT ecosystem
  • Strong image generation (DALL-E built in)
  • Code Interpreter
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
Weaknesses
  • Expensive
  • Best for well-scoped tasks
  • Not for solo hobbyists
  • Pricey for serious volume
  • Long shots still feel off
  • Ethics — easy to misuse
  • Reasoning quality varies by mode
  • Can be verbose
  • Confabulates on niche facts
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
Kai's verdictA-tier for the right use case. Not for solo devs. If you manage engineers, try one license.S-tier for multilingual video. If you sell courses or speak at events, this is a cheat code.S-tier all-rounder. If you want one tool that does everything okay-to-great, this is it.B-tier. Still early. Manus is more flexible for less money.
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