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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
Hex
A
Adobe Firefly
A
Groq
S
TaglineChinese open-weight powerhouse. Crazy cheap, genuinely smart.Modern data notebook with Magic AI assistant.Commercially safe image gen, deeply integrated with Photoshop.The fastest AI inference in the world. Crazy low latency.
CategoryChatbotsDataImageDev Platform
PricingFree web + ultra-cheap API (~$0.14/M input tokens)Free + $28+/user/moFree + included with Creative CloudFree tier + pay-as-you-go API
Best forDevelopers + cost-conscious builders. Anyone fine with self-hosting.Data teams at startups + enterprises.Anyone in Creative Cloud. Brands that need copyright clarity.Developers who need sub-100ms LLM responses.
Strengths
  • Open weights you can self-host
  • Strong reasoning + math
  • Near-free API pricing
  • DeepSeek-V3 / R1 are serious models
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
  • 500+ tokens/sec on Llama/Mixtral — feels instant
  • Custom LPU hardware
  • Great free tier
Weaknesses
  • Data goes to servers in China — privacy concerns for business use
  • Chinese policy filters
  • English polish trails Western models
  • Overkill for casual users
  • Enterprise pricing
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
Kai's verdictS-tier for price/performance. A-tier for consumer use. If you build apps, this is the budget pick.A-tier for data teams. S-tier if you already live in SQL + Python.S-tier inside Photoshop (Generative Fill). B-tier standalone.S-tier for speed. When latency is the product, start here.
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