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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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Coding
Agents
Research
Chatbots
Image
Video
Voice
Meetings
Design
Productivity
Audio
Writing
Dev Platform
Data
Marketing
Education
ChatGPT Operator
B
Adobe Firefly
A
Granola
S
NotebookLM
S
TaglineOpenAI's browser agent. Clicks and types on websites for you.Commercially safe image gen, deeply integrated with Photoshop.Meeting notes that don't suck. Runs locally, no bot joins.Google's research notebook. Turns your docs into a podcast.
CategoryAgentsImageMeetingsResearch
PricingIncluded with ChatGPT Pro $200/moFree + included with Creative CloudFree + $18/moFree
Best forPower users willing to pay $200/mo for a browser bot.Anyone in Creative Cloud. Brands that need copyright clarity.Founders, execs, consultants who live in calls.Students, researchers, anyone with a stack of PDFs or a topic to learn.
Strengths
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
  • No bot in the call — runs on your Mac
  • Strong templates
  • Fast summaries
  • Upload anything, ask questions, get cited answers
  • Audio Overview turns docs into a 10-min podcast
  • Great for studying
Weaknesses
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Mac-only
  • Single-user by design
  • Google-only
  • Can be slow on large corpora
Kai's verdictB-tier. Still early. Manus is more flexible for less money.S-tier inside Photoshop (Generative Fill). B-tier standalone.S-tier. Category-defining UX. If you take notes in meetings, switch this week.S-tier for study. The Audio Overview is a killer feature. Try it with three of your favorite PDFs.
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