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.Pick tools (4 selected)
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Replicate S | Fathom S | Rows A | ChatGPT Operator B | |
|---|---|---|---|---|
| Tagline | Run any open-source AI model with an API call. | Meeting notes, free forever for individuals. | Spreadsheets with AI + live integrations baked in. | OpenAI's browser agent. Clicks and types on websites for you. |
| Category | dev platform | meeting | data | agents |
| Pricing | Pay per second of compute | Free for individuals + $15-$29/user/mo teams | Free + $19-$89/user/mo | Included with ChatGPT Pro $200/mo |
| Best for | Developers using open-source models (Flux, SDXL, Whisper, etc). | Solo operators, freelancers, small teams on a budget. | Ops teams, marketers, anyone building dashboards from multiple sources. | Power users willing to pay $200/mo for a browser bot. |
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| Kai's verdict | S-tier for open-source model APIs. The default in this space. | S-tier for solo + free. The best free option, hands down. | A-tier. The most interesting spreadsheet in years. Great for ops dashboards. | B-tier. Still early. Manus is more flexible for less money. |
| Link | Open → | Open → | Open → | Open → |