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 | DeepSeek S | Claude Code S | NotebookLM S | |
|---|---|---|---|---|
| Tagline | Run any open-source AI model with an API call. | Chinese open-weight powerhouse. Crazy cheap, genuinely smart. | Anthropic's CLI agent. Opus-powered, operates on your repo directly. | Google's research notebook. Turns your docs into a podcast. |
| Category | dev platform | chat | coding | research |
| Pricing | Pay per second of compute | Free web + ultra-cheap API (~$0.14/M input tokens) | Part of Claude Pro/Max/Team plans | Free |
| Best for | Developers using open-source models (Flux, SDXL, Whisper, etc). | Developers + cost-conscious builders. Anyone fine with self-hosting. | Developers who want an agent, not autocomplete. Large refactors, tests, docs. | Students, researchers, anyone with a stack of PDFs or a topic to learn. |
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| Kai's verdict | S-tier for open-source model APIs. The default in this space. | S-tier for price/performance. A-tier for consumer use. If you build apps, this is the budget pick. | S-tier if you live in the terminal. Different shape than Cursor — complementary, not replacement. | S-tier for study. The Audio Overview is a killer feature. Try it with three of your favorite PDFs. |
| Link | Open → | Open → | Open → | Open → |