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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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Qwen
A
TaglineRun any open-source AI model with an API call.Spreadsheets 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.Alibaba's open chat model. Multilingual + agentic.
CategoryDev PlatformDataResearchChatbots
PricingPay per second of computeFree + $19-$89/user/moIncluded with YouTube Premium ($13.99/mo); expanding to some free usersFree web + API
Best forDevelopers using open-source models (Flux, SDXL, Whisper, etc).Ops 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.Vietnamese/Chinese content, SEA multilingual use, developers wanting open-weight tool-use.
Strengths
  • Tens of thousands of models (image, video, audio, LLMs)
  • One-line API for any model
  • Cog framework for custom model deploy
  • 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
  • Excellent Chinese + Vietnamese + SEA languages
  • Strong at tool-use + agentic workflows
  • Open weights (Qwen2.5, Qwen3)
Weaknesses
  • Cold starts on less-popular models
  • Pricing gets real at scale
  • 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
  • English quality behind Claude/GPT
  • Less well-known outside Asia
Kai's verdictS-tier for open-source model APIs. The default in this space.A-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.)A-tier. The best open model for Vietnamese + Chinese. Don't sleep on it if you work in SEA.
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