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)
coding
image
productivity
writing
marketing
Replicate S | ChatGPT Operator B | Fathom S | Gemini A | |
|---|---|---|---|---|
| Tagline | Run any open-source AI model with an API call. | OpenAI's browser agent. Clicks and types on websites for you. | Meeting notes, free forever for individuals. | Google's answer. Best integrated with Workspace + free for a lot. |
| Category | dev platform | agents | meeting | chat |
| Pricing | Pay per second of compute | Included with ChatGPT Pro $200/mo | Free for individuals + $15-$29/user/mo teams | Free + $20/mo Advanced (bundled with 2TB Drive) |
| Best for | Developers using open-source models (Flux, SDXL, Whisper, etc). | Power users willing to pay $200/mo for a browser bot. | Solo operators, freelancers, small teams on a budget. | Anyone already on Google, research tasks, summarizing long documents. |
| Strengths |
|
|
|
|
| Weaknesses |
|
|
|
|
| Kai's verdict | S-tier for open-source model APIs. The default in this space. | B-tier. Still early. Manus is more flexible for less money. | S-tier for solo + free. The best free option, hands down. | A-tier. The Deep Research feature is genuinely useful. Don't sleep on it if you're already paying Google. |
| Link | Open → | Open → | Open → | Open → |