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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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Chatbots
Research
Coding
Image
Video
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Meetings
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Productivity
Audio
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Agents
Dev Platform
Data
Marketing
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Runway
S
Claude Code
S
Sora
A
NotebookLM
S
TaglineThe pro's AI video tool. Gen-4 is the current bar.Anthropic's CLI agent. Opus-powered, operates on your repo directly.OpenAI's video model. Long clips, cinematic quality.Google's research notebook. Turns your docs into a podcast.
CategoryVideoCodingVideoResearch
PricingFree + $15-$95/moPart of Claude Pro/Max/Team plansIncluded with ChatGPT Plus/ProFree
Best forMarketing video, pitch decks, b-roll, creative shorts.Developers who want an agent, not autocomplete. Large refactors, tests, docs.ChatGPT subscribers experimenting with cinematic shots.Students, researchers, anyone with a stack of PDFs or a topic to learn.
Strengths
  • Most mature video workflow
  • Character consistency via Act-One
  • Gen-4 quality is production-grade
  • Runs locally, edits your actual files
  • Strong on large codebases with 1M context
  • Great at multi-step tasks
  • Up to 20-sec clips at 1080p
  • Strong physics + scene composition
  • Storyboard feature for longer narratives
  • Remix existing videos
  • Upload anything, ask questions, get cited answers
  • Audio Overview turns docs into a 10-min podcast
  • Great for studying
Weaknesses
  • Expensive at scale
  • Still needs post-editing
  • Terminal-based — learning curve
  • Can't be used without Claude subscription
  • Stricter content policy than competitors
  • Hit-or-miss on complex motion
  • Text-in-video still struggles
  • Google-only
  • Can be slow on large corpora
Kai's verdictS-tier. Market leader with reason. Start here for serious video.S-tier if you live in the terminal. Different shape than Cursor — complementary, not replacement.A-tier. Amazing when it works, frustrating when it doesn't. Runway still more reliable for pros.S-tier for study. The Audio Overview is a killer feature. Try it with three of your favorite PDFs.
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