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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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Gemini
A
Descript
S
Ideogram
S
Ollama
S
TaglineGoogle's answer. Best integrated with Workspace + free for a lot.Edit video + podcasts by editing the transcript.The one that actually gets text in images right.Run LLMs locally. One-line install, GUI optional.
Categorychatvideoimagedev platform
PricingFree + $20/mo Advanced (bundled with 2TB Drive)Free + $16-$50/moFree + $8/mo + $20/mo + $60/moFree + open source
Best forAnyone already on Google, research tasks, summarizing long documents.Podcasters, course creators, anyone editing talking-head content.Anything with text — posters, ads, album covers, slide decks.Devs wanting offline/local LLMs for privacy or experimentation.
Strengths
  • Native Google Workspace integration
  • Very long context (1M+)
  • Deep Research feature
  • Free tier is generous
  • Edit audio/video by deleting text
  • Overdub (voice clone) for fixes
  • Strong collaboration + remote recording
  • Best text rendering in the game
  • Strong free tier
  • Good for logos, posters, thumbnails
  • Run Llama, Mistral, Qwen, etc. on your laptop
  • Simple CLI + API
  • Hardware-aware (picks the right quant)
Weaknesses
  • Writing quality trails Claude
  • Over-refusals on edge content
  • UI is cluttered
  • Not a traditional NLE — some workflows awkward
  • Overdub ethics require care
  • Aesthetic ceiling below Midjourney
  • Less style variety
  • Needs beefy laptop for larger models
  • Speed way behind cloud APIs
Kai's verdictA-tier. The Deep Research feature is genuinely useful. Don't sleep on it if you're already paying Google.S-tier for content creators. Cuts editing time in half. Non-obvious but life-changing.S-tier for text-in-image. Use this for posters, Midjourney for art.S-tier for local inference. If you care about privacy or want to tinker, install this today.
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