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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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Groq
S
Luma Dream Machine
A
GitHub Copilot
B
ChatGPT Operator
B
TaglineThe fastest AI inference in the world. Crazy low latency.Smooth, cinematic motion. Image-to-video specialist.Microsoft/GitHub's autocomplete. Deep VS Code + JetBrains integration.OpenAI's browser agent. Clicks and types on websites for you.
Categorydev platformvideocodingagents
PricingFree tier + pay-as-you-go APIFree + $10-$500/moFree (limited) + $10/mo Pro + $19/mo BusinessIncluded with ChatGPT Pro $200/mo
Best forDevelopers who need sub-100ms LLM responses.Photographers animating stills, cinematic b-roll.Teams with GitHub already. Devs who don't want to change IDEs.Power users willing to pay $200/mo for a browser bot.
Strengths
  • 500+ tokens/sec on Llama/Mixtral — feels instant
  • Custom LPU hardware
  • Great free tier
  • Best image-to-video in the category
  • Great camera motion control
  • Ray 2 model produces striking shots
  • Great enterprise story
  • Works in your existing IDE
  • Chat + autocomplete
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
Weaknesses
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
  • Prompt fidelity below Runway
  • Queue times on free tier
  • Less agentic than Cursor/Claude Code
  • Model quality varies
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
Kai's verdictS-tier for speed. When latency is the product, start here.A-tier. Best for cinematic image-to-video. Pair with Runway for coverage.B-tier. Solid for autocomplete but the category moved past it. Pick Cursor unless you can't.B-tier. Still early. Manus is more flexible for less money.
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