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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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Dev Platform
Agents
Voice
Video
Audio
Research
Coding
Chatbots
Image
Meetings
Design
Productivity
Writing
Data
Marketing
Education
Manus
S
Sora
A
Kling
A
NotebookLM
S
TaglineAutonomous AI agent that actually finishes tasks.OpenAI's video model. Long clips, cinematic quality.Kuaishou's video model. The surprise standout.Google's research notebook. Turns your docs into a podcast.
CategoryAgentsVideoVideoResearch
PricingFree tier + $39-$199/moIncluded with ChatGPT Plus/ProCredit-based, free trialFree
Best forPeople who want to hand off tasks entirely — trip planning, research, spreadsheet building.ChatGPT subscribers experimenting with cinematic shots.Anyone who wants top-tier video quality for less.Students, researchers, anyone with a stack of PDFs or a topic to learn.
Strengths
  • General-purpose agent — research, book, build, analyze
  • Parallel task execution
  • Web browsing + file creation + coding
  • Up to 20-sec clips at 1080p
  • Strong physics + scene composition
  • Storyboard feature for longer narratives
  • Remix existing videos
  • Very strong motion + physics
  • Often beats Runway on realism
  • Great price
  • Upload anything, ask questions, get cited answers
  • Audio Overview turns docs into a 10-min podcast
  • Great for studying
Weaknesses
  • Still hit-or-miss on complex multi-hour tasks
  • Can burn credits fast
  • Stricter content policy than competitors
  • Hit-or-miss on complex motion
  • Text-in-video still struggles
  • UX is rough for English speakers
  • Queue times
  • Google-only
  • Can be slow on large corpora
Kai's verdictS-tier in the agent category. The first one I'd give to a non-technical friend.A-tier. Amazing when it works, frustrating when it doesn't. Runway still more reliable for pros.A-tier. Rising fast. If you can tolerate the UX, quality per dollar is best-in-class.S-tier for study. The Audio Overview is a killer feature. Try it with three of your favorite PDFs.
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