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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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Grammarly
A
Rows
A
ChatGPT Operator
B
MagicSchool
S
TaglineGrammar check + tone + AI drafting, everywhere you type.Spreadsheets with AI + live integrations baked in.OpenAI's browser agent. Clicks and types on websites for you.AI platform built for teachers. Lesson plans + IEPs + admin.
CategoryWritingDataAgentsEducation
PricingFree + $12-$15/mo Premium + team plansFree + $19-$89/user/moIncluded with ChatGPT Pro $200/moFree + $100/yr Plus + school plans
Best forNon-native English writers, business email, anyone who types a lot.Ops teams, marketers, anyone building dashboards from multiple sources.Power users willing to pay $200/mo for a browser bot.Teachers prepping materials. School districts.
Strengths
  • Works in every browser/app
  • Now has generative AI (GrammarlyGO)
  • Tone detection + suggestions
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • 60+ teacher-specific tools
  • Generous free tier
  • FERPA + COPPA compliant for schools
Weaknesses
  • Can feel naggy
  • Premium features gate basics
  • Privacy concerns (reads your writing)
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Teacher-only focus
  • Less useful for students
Kai's verdictA-tier for non-native English speakers. B-tier if your English is already strong — Claude does better with tone.A-tier. The most interesting spreadsheet in years. Great for ops dashboards.B-tier. Still early. Manus is more flexible for less money.S-tier for teachers. If you teach K-12, start here this week.
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