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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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Chatbots
Research
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Image
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Meetings
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Productivity
Audio
Writing
Agents
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Data
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Replicate
S
Descript
S
Claude
S
Adobe Firefly
A
TaglineRun any open-source AI model with an API call.Edit video + podcasts by editing the transcript.Anthropic's flagship — best reasoning + longest useful context.Commercially safe image gen, deeply integrated with Photoshop.
CategoryDev PlatformVideoChatbotsImage
PricingPay per second of computeFree + $16-$50/moFree + $20/mo Pro + team/enterpriseFree + included with Creative Cloud
Best forDevelopers using open-source models (Flux, SDXL, Whisper, etc).Podcasters, course creators, anyone editing talking-head content.Long writing, code, careful thinking, documents over 50 pages.Anyone in Creative Cloud. Brands that need copyright clarity.
Strengths
  • Tens of thousands of models (image, video, audio, LLMs)
  • One-line API for any model
  • Cog framework for custom model deploy
  • Edit audio/video by deleting text
  • Overdub (voice clone) for fixes
  • Strong collaboration + remote recording
  • Best-in-class writing + nuanced reasoning
  • 1M context on Opus
  • Artifacts for code/docs
  • Lowest hallucination rate in my testing
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
Weaknesses
  • Cold starts on less-popular models
  • Pricing gets real at scale
  • Not a traditional NLE — some workflows awkward
  • Overdub ethics require care
  • Image generation is weak
  • No native web search on all tiers
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
Kai's verdictS-tier for open-source model APIs. The default in this space.S-tier for content creators. Cuts editing time in half. Non-obvious but life-changing.S-tier for reasoning and writing. If you only pay for one chatbot, pay for this one — especially for long work.S-tier inside Photoshop (Generative Fill). B-tier standalone.
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