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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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Ask YouTube
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TaglineSpreadsheets with AI + live integrations baked in.YouTube's Gemini-powered conversational search lets you ask natural language questions and get answers drawn from videos, Shorts, and the web — without ever leaving the platform.VS Code fork that made AI coding actually work.Run any open-source AI model with an API call.
CategoryDataResearchCodingDev Platform
PricingFree + $19-$89/user/moIncluded with YouTube Premium ($13.99/mo); expanding to some free usersFree + $20/mo Pro + $40/mo BusinessPay per second of compute
Best forOps teams, marketers, anyone building dashboards from multiple sources.YouTube heavy users who want to discover content through conversation rather than keyword guessing, especially for learning, research, or planning-style queries.Developers. Non-developers who want to ship working code.Developers using open-source models (Flux, SDXL, Whisper, etc).
Strengths
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
  • Searches across long-form videos, Shorts, and text in a single conversational query
  • Draws on real-time data from both YouTube content and the broader web
  • Deeply integrated into YouTube's existing search bar — zero context-switching required
  • Supports follow-up/refinement questions within the same session
  • Powered by Google Gemini, the same LLM backbone as Google's AI Mode in Search
  • Tab completion feels like mind-reading
  • Composer for multi-file edits
  • Runs Claude, GPT, Gemini — you pick
  • Tens of thousands of models (image, video, audio, LLMs)
  • One-line API for any model
  • Cog framework for custom model deploy
Weaknesses
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Still a limited test — US Premium subscribers only, with no firm global timeline
  • Raises real creator-traffic concerns: AI answers may reduce clicks to actual videos
  • No standalone value — entirely dependent on having a YouTube Premium subscription
  • Can feel overwhelming for non-coders
  • Expensive at scale
  • Cold starts on less-popular models
  • Pricing gets real at scale
Kai's verdictA-tier. The most interesting spreadsheet in years. Great for ops dashboards.A genuinely interesting evolution of video search that could make YouTube feel more like a knowledge engine, but it's still early-stage, US-locked, and paywalled behind Premium — watch this space rather than rerouting your workflow around it yet. (Verdict pending Phi's full review.)S-tier for coding. If you write code of any kind, this pays back the $20 in a day.S-tier for open-source model APIs. The default in this space.
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