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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
Gemini
A
Luma Dream Machine
A
Ollama
S
TaglineRun any open-source AI model with an API call.Google's answer. Best integrated with Workspace + free for a lot.Smooth, cinematic motion. Image-to-video specialist.Run LLMs locally. One-line install, GUI optional.
CategoryDev PlatformChatbotsVideoDev Platform
PricingPay per second of computeFree + $20/mo Advanced (bundled with 2TB Drive)Free + $10-$500/moFree + open source
Best forDevelopers using open-source models (Flux, SDXL, Whisper, etc).Anyone already on Google, research tasks, summarizing long documents.Photographers animating stills, cinematic b-roll.Devs wanting offline/local LLMs for privacy or experimentation.
Strengths
  • Tens of thousands of models (image, video, audio, LLMs)
  • One-line API for any model
  • Cog framework for custom model deploy
  • Native Google Workspace integration
  • Very long context (1M+)
  • Deep Research feature
  • Free tier is generous
  • Best image-to-video in the category
  • Great camera motion control
  • Ray 2 model produces striking shots
  • Run Llama, Mistral, Qwen, etc. on your laptop
  • Simple CLI + API
  • Hardware-aware (picks the right quant)
Weaknesses
  • Cold starts on less-popular models
  • Pricing gets real at scale
  • Writing quality trails Claude
  • Over-refusals on edge content
  • UI is cluttered
  • Prompt fidelity below Runway
  • Queue times on free tier
  • Needs beefy laptop for larger models
  • Speed way behind cloud APIs
Kai's verdictS-tier for open-source model APIs. The default in this space.A-tier. The Deep Research feature is genuinely useful. Don't sleep on it if you're already paying Google.A-tier. Best for cinematic image-to-video. Pair with Runway for coverage.S-tier for local inference. If you care about privacy or want to tinker, install this today.
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