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
NotebookLM S | GitHub Copilot B | Groq S | Replit Agent A | |
|---|---|---|---|---|
| Tagline | Google's research notebook. Turns your docs into a podcast. | Microsoft/GitHub's autocomplete. Deep VS Code + JetBrains integration. | The fastest AI inference in the world. Crazy low latency. | Replit's AI that builds + deploys full apps on their platform. |
| Category | Research | Coding | Dev Platform | Coding |
| Pricing | Free | Free (limited) + $10/mo Pro + $19/mo Business | Free tier + pay-as-you-go API | $10-$25/mo Core/Teams |
| Best for | Students, researchers, anyone with a stack of PDFs or a topic to learn. | Teams with GitHub already. Devs who don't want to change IDEs. | Developers who need sub-100ms LLM responses. | Teachers, students, prototypers, hackathon builders. |
| Strengths |
|
|
|
|
| Weaknesses |
|
|
|
|
| Kai's verdict | S-tier for study. The Audio Overview is a killer feature. Try it with three of your favorite PDFs. | B-tier. Solid for autocomplete but the category moved past it. Pick Cursor unless you can't. | S-tier for speed. When latency is the product, start here. | A-tier. Best for teaching a kid to code in 2026. |
| Link | Open → | Open → | Open → | Open → |