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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Claude Code S | Cursor TypeScript SDK A | MagicSchool S | Hugging Face S | |
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| Tagline | Anthropic's CLI agent. Opus-powered, operates on your repo directly. | Wire Cursor's full coding-agent runtime into your own apps, scripts, and CI/CD pipelines with a few lines of TypeScript. | AI platform built for teachers. Lesson plans + IEPs + admin. | The GitHub of AI. Models, datasets, spaces — all in one. |
| Category | Coding | Dev Platform | Education | Dev Platform |
| Pricing | Part of Claude Pro/Max/Team plans | Token-based; requires Cursor plan (Pro from $20/mo). Composer 2 at $0.50/$2.50 per M tokens (in/out); fast variant $1.50/$7.50 per M tokens. | Free + $100/yr Plus + school plans | Free + $9-$20/mo + enterprise |
| Best for | Developers who want an agent, not autocomplete. Large refactors, tests, docs. | Engineering teams who already use Cursor and want to embed its coding-agent runtime into CI/CD pipelines, backend services, or internal developer tools without building agent infrastructure from scratch. | Teachers prepping materials. School districts. | Any ML/AI developer. Hobbyists exploring open models. |
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| Kai's verdict | S-tier if you live in the terminal. Different shape than Cursor — complementary, not replacement. | If your team is already in the Cursor ecosystem, this is a genuinely compelling way to turn ad-hoc AI coding sessions into durable, automated workflows — but the beta label and Cursor's history with opaque pricing mean you'll want to set hard budget guardrails before going to production. (Verdict pending Phi's full review.) | S-tier for teachers. If you teach K-12, start here this week. | S-tier infrastructure. The one platform every AI dev eventually uses. |
| Link | Open → | Open → | Open → | Open → |