Compare AI tools

	Adobe Firefly A	Devin A	ChatGPT Operator B	NotebookLM S
Tagline	Commercially safe image gen, deeply integrated with Photoshop.	Cognition Labs' autonomous coding engineer.	OpenAI's browser agent. Clicks and types on websites for you.	Google's research notebook. Turns your docs into a podcast.
Category	image	agents	agents	research
Pricing	Free + included with Creative Cloud	$500/mo	Included with ChatGPT Pro $200/mo	Free
Best for	Anyone in Creative Cloud. Brands that need copyright clarity.	Engineering teams offloading tickets. Ops/platform work.	Power users willing to pay $200/mo for a browser bot.	Students, researchers, anyone with a stack of PDFs or a topic to learn.
Strengths	Trained on licensed content — commercially safe Generative Fill in Photoshop is incredible Native to Adobe ecosystem	Works like an engineer — takes Slack tasks, opens PRs Handles multi-hour engineering work Reports back with what it did	Actually uses websites — fills forms, clicks, checks out Built into ChatGPT Good for repetitive web tasks	Upload anything, ask questions, get cited answers Audio Overview turns docs into a 10-min podcast Great for studying
Weaknesses	Aesthetic ceiling below Midjourney Tied to Adobe subscription	Expensive Best for well-scoped tasks Not for solo hobbyists	Slow vs doing it yourself Breaks on complex auth flows $200/mo gate	Google-only Can be slow on large corpora
Kai's verdict	S-tier inside Photoshop (Generative Fill). B-tier standalone.	A-tier for the right use case. Not for solo devs. If you manage engineers, try one license.	B-tier. Still early. Manus is more flexible for less money.	S-tier for study. The Audio Overview is a killer feature. Try it with three of your favorite PDFs.
Link	Open →	Open →	Open →	Open →