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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
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Data
Marketing
Education
Gemini
A
Gamma
A
v0
S
NotebookLM
S
TaglineGoogle's answer. Best integrated with Workspace + free for a lot.AI slide decks that don't look AI-generated.Vercel's AI-powered UI generator. Prompt to shadcn component.Google's research notebook. Turns your docs into a podcast.
CategoryChatbotsProductivityDesignResearch
PricingFree + $20/mo Advanced (bundled with 2TB Drive)Free + $10-$20/moFree + $20/moFree
Best forAnyone already on Google, research tasks, summarizing long documents.Pitch decks, proposals, internal presentations — fast.Frontend devs, PMs prototyping UIs, anyone on Next.js.Students, researchers, anyone with a stack of PDFs or a topic to learn.
Strengths
  • Native Google Workspace integration
  • Very long context (1M+)
  • Deep Research feature
  • Free tier is generous
  • Strong templates
  • Decks, docs, webpages
  • Doesn't look generic
  • Ships working React + Tailwind code
  • Shadcn/ui native
  • One-click deploy to Vercel
  • Upload anything, ask questions, get cited answers
  • Audio Overview turns docs into a 10-min podcast
  • Great for studying
Weaknesses
  • Writing quality trails Claude
  • Over-refusals on edge content
  • UI is cluttered
  • Locked into Gamma's format
  • Export quality varies
  • Best for shadcn stack
  • Iterating can be fiddly
  • Google-only
  • Can be slow on large corpora
Kai's verdictA-tier. The Deep Research feature is genuinely useful. Don't sleep on it if you're already paying Google.A-tier. Best of a boring category. Use it for first drafts, then edit in Keynote if high-stakes.S-tier. If you're on Vercel/shadcn, this is cheating.S-tier for study. The Audio Overview is a killer feature. Try it with three of your favorite PDFs.
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