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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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Sora
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TaglineOpenAI's video model. Long clips, cinematic quality.AI search done right. Cited answers, not chat theater.Cognition Labs' autonomous coding engineer.VS Code fork that made AI coding actually work.
CategoryVideoResearchAgentsCoding
PricingIncluded with ChatGPT Plus/ProFree + $20/mo Pro$500/moFree + $20/mo Pro + $40/mo Business
Best forChatGPT subscribers experimenting with cinematic shots.Replacing Google for any question where you want a cited answer in seconds.Engineering teams offloading tickets. Ops/platform work.Developers. Non-developers who want to ship working code.
Strengths
  • Up to 20-sec clips at 1080p
  • Strong physics + scene composition
  • Storyboard feature for longer narratives
  • Remix existing videos
  • Sources every claim
  • Fast, current answers
  • Pro Search runs multi-step research
  • Spaces for persistent context
  • Works like an engineer — takes Slack tasks, opens PRs
  • Handles multi-hour engineering work
  • Reports back with what it did
  • Tab completion feels like mind-reading
  • Composer for multi-file edits
  • Runs Claude, GPT, Gemini — you pick
Weaknesses
  • Stricter content policy than competitors
  • Hit-or-miss on complex motion
  • Text-in-video still struggles
  • Not a general chatbot
  • Answers can be shallow on complex topics
  • Expensive
  • Best for well-scoped tasks
  • Not for solo hobbyists
  • Can feel overwhelming for non-coders
  • Expensive at scale
Kai's verdictA-tier. Amazing when it works, frustrating when it doesn't. Runway still more reliable for pros.S-tier for search. I use it before Google now. If you're still Googling everything, try this for a week.A-tier for the right use case. Not for solo devs. If you manage engineers, try one license.S-tier for coding. If you write code of any kind, this pays back the $20 in a day.
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