Compare AI tools
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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ChatGPT Operator B | DeepSeek S | Fathom S | Lovable A | |
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| Tagline | OpenAI's browser agent. Clicks and types on websites for you. | Chinese open-weight powerhouse. Crazy cheap, genuinely smart. | Meeting notes, free forever for individuals. | Build a full app from a prompt. Stripe-ready. |
| Category | Agents | Chatbots | Meetings | Design |
| Pricing | Included with ChatGPT Pro $200/mo | Free web + ultra-cheap API (~$0.14/M input tokens) | Free for individuals + $15-$29/user/mo teams | Free + $25-$100/mo |
| Best for | Power users willing to pay $200/mo for a browser bot. | Developers + cost-conscious builders. Anyone fine with self-hosting. | Solo operators, freelancers, small teams on a budget. | Non-devs + solopreneurs shipping MVPs. |
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| Kai's verdict | B-tier. Still early. Manus is more flexible for less money. | S-tier for price/performance. A-tier for consumer use. If you build apps, this is the budget pick. | S-tier for solo + free. The best free option, hands down. | A-tier. The strongest 'no-code' AI builder right now. Great for founder MVPs. |
| Link | Open → | Open → | Open → | Open → |