Compare AI tools

	Fathom S	Perplexity S	Claude Agent SDK S	ChatGPT Operator B
Tagline	Meeting notes, free forever for individuals.	AI search done right. Cited answers, not chat theater.	Anthropic's SDK for building your own agents on Claude.	OpenAI's browser agent. Clicks and types on websites for you.
Category	Meetings	Research	Agents	Agents
Pricing	Free for individuals + $15-$29/user/mo teams	Free + $20/mo Pro	API usage + SDK is free	Included with ChatGPT Pro $200/mo
Best for	Solo operators, freelancers, small teams on a budget.	Replacing Google for any question where you want a cited answer in seconds.	Developers building custom agents for their own company/product.	Power users willing to pay $200/mo for a browser bot.
Strengths	Unlimited free tier for solo use Strong summaries + action items Works in Zoom, Meet, Teams	Sources every claim Fast, current answers Pro Search runs multi-step research Spaces for persistent context	Production-grade agent primitives Built on Claude (best reasoning) Full control — build exactly what you need	Actually uses websites — fills forms, clicks, checks out Built into ChatGPT Good for repetitive web tasks
Weaknesses	Bot-joining model Team features gated	Not a general chatbot Answers can be shallow on complex topics	Developer-only You build the UI	Slow vs doing it yourself Breaks on complex auth flows $200/mo gate
Kai's verdict	S-tier for solo + free. The best free option, hands down.	S-tier for search. I use it before Google now. If you're still Googling everything, try this for a week.	S-tier for builders. The right primitives. What Kai is built on under the hood.	B-tier. Still early. Manus is more flexible for less money.
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