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
GitHub Copilot B | Suno S | NotebookLM S | Gemini A | |
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| Tagline | Microsoft/GitHub's autocomplete. Deep VS Code + JetBrains integration. | Prompt to full song with vocals, instruments, the works. | Google's research notebook. Turns your docs into a podcast. | Google's answer. Best integrated with Workspace + free for a lot. |
| Category | coding | audio | research | chat |
| Pricing | Free (limited) + $10/mo Pro + $19/mo Business | Free + $10/mo + $30/mo | Free | Free + $20/mo Advanced (bundled with 2TB Drive) |
| Best for | Teams with GitHub already. Devs who don't want to change IDEs. | Jingles, intros, demos, sketches, personal use. | Students, researchers, anyone with a stack of PDFs or a topic to learn. | Anyone already on Google, research tasks, summarizing long documents. |
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| Kai's verdict | B-tier. Solid for autocomplete but the category moved past it. Pick Cursor unless you can't. | S-tier in its category. The first AI music tool I'd actually listen to. | S-tier for study. The Audio Overview is a killer feature. Try it with three of your favorite PDFs. | 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 → |