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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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DeepSeek
S
Hugging Face
S
Adobe Firefly
A
Rows
A
TaglineChinese open-weight powerhouse. Crazy cheap, genuinely smart.The GitHub of AI. Models, datasets, spaces — all in one.Commercially safe image gen, deeply integrated with Photoshop.Spreadsheets with AI + live integrations baked in.
CategoryChatbotsDev PlatformImageData
PricingFree web + ultra-cheap API (~$0.14/M input tokens)Free + $9-$20/mo + enterpriseFree + included with Creative CloudFree + $19-$89/user/mo
Best forDevelopers + cost-conscious builders. Anyone fine with self-hosting.Any ML/AI developer. Hobbyists exploring open models.Anyone in Creative Cloud. Brands that need copyright clarity.Ops teams, marketers, anyone building dashboards from multiple sources.
Strengths
  • Open weights you can self-host
  • Strong reasoning + math
  • Near-free API pricing
  • DeepSeek-V3 / R1 are serious models
  • Largest open-source AI model hub
  • Hosted inference via Spaces + Inference Endpoints
  • Great community
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
Weaknesses
  • Data goes to servers in China — privacy concerns for business use
  • Chinese policy filters
  • English polish trails Western models
  • Overwhelming for beginners
  • Hosted inference pricing varies
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
Kai's verdictS-tier for price/performance. A-tier for consumer use. If you build apps, this is the budget pick.S-tier infrastructure. The one platform every AI dev eventually uses.S-tier inside Photoshop (Generative Fill). B-tier standalone.A-tier. The most interesting spreadsheet in years. Great for ops dashboards.
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