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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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Chatbots
Research
Coding
Image
Video
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Meetings
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Productivity
Audio
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Agents
Dev Platform
Data
Marketing
Education
ChatGPT Operator
B
Groq
S
Adobe Firefly
A
NotebookLM
S
TaglineOpenAI's browser agent. Clicks and types on websites for you.The fastest AI inference in the world. Crazy low latency.Commercially safe image gen, deeply integrated with Photoshop.Google's research notebook. Turns your docs into a podcast.
CategoryAgentsDev PlatformImageResearch
PricingIncluded with ChatGPT Pro $200/moFree tier + pay-as-you-go APIFree + included with Creative CloudFree
Best forPower users willing to pay $200/mo for a browser bot.Developers who need sub-100ms LLM responses.Anyone in Creative Cloud. Brands that need copyright clarity.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
  • 500+ tokens/sec on Llama/Mixtral — feels instant
  • Custom LPU hardware
  • Great free tier
  • 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
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Google-only
  • Can be slow on large corpora
Kai's verdictB-tier. Still early. Manus is more flexible for less money.S-tier for speed. When latency is the product, start here.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.
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