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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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Adobe Firefly
A
Gemini
A
Claude Agent SDK
S
Replicate
S
TaglineCommercially safe image gen, deeply integrated with Photoshop.Google's answer. Best integrated with Workspace + free for a lot.Anthropic's SDK for building your own agents on Claude.Run any open-source AI model with an API call.
CategoryImageChatbotsAgentsDev Platform
PricingFree + included with Creative CloudFree + $20/mo Advanced (bundled with 2TB Drive)API usage + SDK is freePay per second of compute
Best forAnyone in Creative Cloud. Brands that need copyright clarity.Anyone already on Google, research tasks, summarizing long documents.Developers building custom agents for their own company/product.Developers using open-source models (Flux, SDXL, Whisper, etc).
Strengths
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
  • Native Google Workspace integration
  • Very long context (1M+)
  • Deep Research feature
  • Free tier is generous
  • Production-grade agent primitives
  • Built on Claude (best reasoning)
  • Full control — build exactly what you need
  • Tens of thousands of models (image, video, audio, LLMs)
  • One-line API for any model
  • Cog framework for custom model deploy
Weaknesses
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Writing quality trails Claude
  • Over-refusals on edge content
  • UI is cluttered
  • Developer-only
  • You build the UI
  • Cold starts on less-popular models
  • Pricing gets real at scale
Kai's verdictS-tier inside Photoshop (Generative Fill). B-tier standalone.A-tier. The Deep Research feature is genuinely useful. Don't sleep on it if you're already paying Google.S-tier for builders. The right primitives. What Kai is built on under the hood.S-tier for open-source model APIs. The default in this space.
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