Compare AI tools

	GitHub Copilot B	MagicSchool S	Genspark A	Fathom S
Tagline	Microsoft/GitHub's autocomplete. Deep VS Code + JetBrains integration.	AI platform built for teachers. Lesson plans + IEPs + admin.	AI agent for deep search. Generates Sparkpages — full mini-reports.	Meeting notes, free forever for individuals.
Category	Coding	Education	Research	Meetings
Pricing	Free (limited) + $10/mo Pro + $19/mo Business	Free + $100/yr Plus + school plans	Free + $25/mo Plus	Free for individuals + $15-$29/user/mo teams
Best for	Teams with GitHub already. Devs who don't want to change IDEs.	Teachers prepping materials. School districts.	Travel planning, shopping comparisons, deep research where you want an artifact back.	Solo operators, freelancers, small teams on a budget.
Strengths	Great enterprise story Works in your existing IDE Chat + autocomplete	60+ teacher-specific tools Generous free tier FERPA + COPPA compliant for schools	Sparkpages = curated multi-source mini-articles Agent can book, compare, shop Autopilot agent for long tasks	Unlimited free tier for solo use Strong summaries + action items Works in Zoom, Meet, Teams
Weaknesses	Less agentic than Cursor/Claude Code Model quality varies	Teacher-only focus Less useful for students	Early-stage — rough edges Less reliable than Perplexity for simple questions	Bot-joining model Team features gated
Kai's verdict	B-tier. Solid for autocomplete but the category moved past it. Pick Cursor unless you can't.	S-tier for teachers. If you teach K-12, start here this week.	A-tier. Bet on this one — the Sparkpage format is genuinely new.	S-tier for solo + free. The best free option, hands down.
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