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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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GitHub Copilot
B
Julius
S
Google Veo
A
ChatGPT Operator
B
TaglineMicrosoft/GitHub's autocomplete. Deep VS Code + JetBrains integration.Chat with your data. Upload a CSV, ask questions, get charts.Google's video model. Baked into Gemini + YouTube Shorts.OpenAI's browser agent. Clicks and types on websites for you.
Categorycodingdatavideoagents
PricingFree (limited) + $10/mo Pro + $19/mo BusinessFree + $20-$65/moIncluded with Gemini Advanced $20/mo + YouTube creator toolsIncluded with ChatGPT Pro $200/mo
Best forTeams with GitHub already. Devs who don't want to change IDEs.Analysts, founders, anyone with a spreadsheet + a question.Gemini Advanced users, YouTube Shorts creators.Power users willing to pay $200/mo for a browser bot.
Strengths
  • Great enterprise story
  • Works in your existing IDE
  • Chat + autocomplete
  • Handles complex CSVs + spreadsheets
  • Generates real Python analysis + charts
  • No technical setup
  • Included with Gemini Advanced
  • YouTube Shorts native integration
  • Strong prompt understanding
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
Weaknesses
  • Less agentic than Cursor/Claude Code
  • Model quality varies
  • File size limits
  • Can hallucinate on messy data
  • Still catching up on quality vs Kling/Runway
  • Less control than pros need
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
Kai's verdictB-tier. Solid for autocomplete but the category moved past it. Pick Cursor unless you can't.S-tier for ad-hoc analysis. Makes you feel like a data scientist in 30 seconds.A-tier if you already pay Gemini. B-tier standalone.B-tier. Still early. Manus is more flexible for less money.
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