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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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Hex
A
Gemini
A
Kling
A
DeepSeek
S
TaglineModern data notebook with Magic AI assistant.Google's answer. Best integrated with Workspace + free for a lot.Kuaishou's video model. The surprise standout.Chinese open-weight powerhouse. Crazy cheap, genuinely smart.
CategoryDataChatbotsVideoChatbots
PricingFree + $28+/user/moFree + $20/mo Advanced (bundled with 2TB Drive)Credit-based, free trialFree web + ultra-cheap API (~$0.14/M input tokens)
Best forData teams at startups + enterprises.Anyone already on Google, research tasks, summarizing long documents.Anyone who wants top-tier video quality for less.Developers + cost-conscious builders. Anyone fine with self-hosting.
Strengths
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
  • Native Google Workspace integration
  • Very long context (1M+)
  • Deep Research feature
  • Free tier is generous
  • Very strong motion + physics
  • Often beats Runway on realism
  • Great price
  • Open weights you can self-host
  • Strong reasoning + math
  • Near-free API pricing
  • DeepSeek-V3 / R1 are serious models
Weaknesses
  • Overkill for casual users
  • Enterprise pricing
  • Writing quality trails Claude
  • Over-refusals on edge content
  • UI is cluttered
  • UX is rough for English speakers
  • Queue times
  • Data goes to servers in China — privacy concerns for business use
  • Chinese policy filters
  • English polish trails Western models
Kai's verdictA-tier for data teams. S-tier if you already live in SQL + Python.A-tier. The Deep Research feature is genuinely useful. Don't sleep on it if you're already paying Google.A-tier. Rising fast. If you can tolerate the UX, quality per dollar is best-in-class.S-tier for price/performance. A-tier for consumer use. If you build apps, this is the budget pick.
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