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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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S
Google Veo
A
Groq
S
ChatGPT Operator
B
TaglineRun any open-source AI model with an API call.Google's video model. Baked into Gemini + YouTube Shorts.The fastest AI inference in the world. Crazy low latency.OpenAI's browser agent. Clicks and types on websites for you.
CategoryDev PlatformVideoDev PlatformAgents
PricingPay per second of computeIncluded with Gemini Advanced $20/mo + YouTube creator toolsFree tier + pay-as-you-go APIIncluded with ChatGPT Pro $200/mo
Best forDevelopers using open-source models (Flux, SDXL, Whisper, etc).Gemini Advanced users, YouTube Shorts creators.Developers who need sub-100ms LLM responses.Power users willing to pay $200/mo for a browser bot.
Strengths
  • Tens of thousands of models (image, video, audio, LLMs)
  • One-line API for any model
  • Cog framework for custom model deploy
  • Included with Gemini Advanced
  • YouTube Shorts native integration
  • Strong prompt understanding
  • 500+ tokens/sec on Llama/Mixtral — feels instant
  • Custom LPU hardware
  • Great free tier
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
Weaknesses
  • Cold starts on less-popular models
  • Pricing gets real at scale
  • Still catching up on quality vs Kling/Runway
  • Less control than pros need
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
Kai's verdictS-tier for open-source model APIs. The default in this space.A-tier if you already pay Gemini. B-tier standalone.S-tier for speed. When latency is the product, start here.B-tier. Still early. Manus is more flexible for less money.
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