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
Flux (Black Forest Labs) A | Claude Code S | NotebookLM S | Devin A | |
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| Tagline | Open weights + strong photorealism. The open-source answer. | Anthropic's CLI agent. Opus-powered, operates on your repo directly. | Google's research notebook. Turns your docs into a podcast. | Cognition Labs' autonomous coding engineer. |
| Category | image | coding | research | agents |
| Pricing | API + open weights (Schnell is Apache 2.0) | Part of Claude Pro/Max/Team plans | Free | $500/mo |
| Best for | Developers + power users who want control and privacy. | Developers who want an agent, not autocomplete. Large refactors, tests, docs. | Students, researchers, anyone with a stack of PDFs or a topic to learn. | Engineering teams offloading tickets. Ops/platform work. |
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| Kai's verdict | A-tier. S-tier if you self-host. The reason open-source image gen matters. | 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. | A-tier for the right use case. Not for solo devs. If you manage engineers, try one license. |
| Link | Open → | Open → | Open → | Open → |