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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Devin A | Perplexity S | Groq S | ChatGPT Operator B | |
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| Tagline | Cognition Labs' autonomous coding engineer. | AI search done right. Cited answers, not chat theater. | The fastest AI inference in the world. Crazy low latency. | OpenAI's browser agent. Clicks and types on websites for you. |
| Category | Agents | Research | Dev Platform | Agents |
| Pricing | $500/mo | Free + $20/mo Pro | Free tier + pay-as-you-go API | Included with ChatGPT Pro $200/mo |
| Best for | Engineering teams offloading tickets. Ops/platform work. | Replacing Google for any question where you want a cited answer in seconds. | Developers who need sub-100ms LLM responses. | Power users willing to pay $200/mo for a browser bot. |
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| Kai's verdict | A-tier for the right use case. Not for solo devs. If you manage engineers, try one license. | S-tier for search. I use it before Google now. If you're still Googling everything, try this for a week. | S-tier for speed. When latency is the product, start here. | B-tier. Still early. Manus is more flexible for less money. |
| Link | Open → | Open → | Open → | Open → |