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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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Hex
A
Qwen
A
Adobe Firefly
A
NotebookLM
S
TaglineModern data notebook with Magic AI assistant.Alibaba's open chat model. Multilingual + agentic.Commercially safe image gen, deeply integrated with Photoshop.Google's research notebook. Turns your docs into a podcast.
CategoryDataChatbotsImageResearch
PricingFree + $28+/user/moFree web + APIFree + included with Creative CloudFree
Best forData teams at startups + enterprises.Vietnamese/Chinese content, SEA multilingual use, developers wanting open-weight tool-use.Anyone in Creative Cloud. Brands that need copyright clarity.Students, researchers, anyone with a stack of PDFs or a topic to learn.
Strengths
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
  • Excellent Chinese + Vietnamese + SEA languages
  • Strong at tool-use + agentic workflows
  • Open weights (Qwen2.5, Qwen3)
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
  • Upload anything, ask questions, get cited answers
  • Audio Overview turns docs into a 10-min podcast
  • Great for studying
Weaknesses
  • Overkill for casual users
  • Enterprise pricing
  • English quality behind Claude/GPT
  • Less well-known outside Asia
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Google-only
  • Can be slow on large corpora
Kai's verdictA-tier for data teams. S-tier if you already live in SQL + Python.A-tier. The best open model for Vietnamese + Chinese. Don't sleep on it if you work in SEA.S-tier inside Photoshop (Generative Fill). B-tier standalone.S-tier for study. The Audio Overview is a killer feature. Try it with three of your favorite PDFs.
LinkOpen →Open →Open →Open →