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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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Taskade
B
OpenRouter
S
MagicSchool
S
Hex
A
TaglineAI project management with agents for each team.One API, every model. Pay-as-you-go, no subscriptions.AI platform built for teachers. Lesson plans + IEPs + admin.Modern data notebook with Magic AI assistant.
CategoryProductivityDev PlatformEducationData
PricingFree + $8-$20/user/moPay per token — model-dependentFree + $100/yr Plus + school plansFree + $28+/user/mo
Best forSmall teams wanting AI baked into project management.Developers experimenting across models. Apps that want fallback logic.Teachers prepping materials. School districts.Data teams at startups + enterprises.
Strengths
  • Custom AI agents per project
  • Doc + tasks + kanban in one
  • Affordable for teams
  • 300+ models from one endpoint
  • Automatic fallbacks between providers
  • No subscription — just pay what you use
  • 60+ teacher-specific tools
  • Generous free tier
  • FERPA + COPPA compliant for schools
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
Weaknesses
  • Feature sprawl
  • AI agents need tuning to be useful
  • Slight markup over direct API
  • Some provider features not exposed
  • Teacher-only focus
  • Less useful for students
  • Overkill for casual users
  • Enterprise pricing
Kai's verdictB-tier. Solid product but crowded market. Try it if Notion AI feels too generic.S-tier for model-shopping. I use this for every prototype before committing.S-tier for teachers. If you teach K-12, start here this week.A-tier for data teams. S-tier if you already live in SQL + Python.
LinkOpen →Open →Open →Open →