GradGPT vs Magic Potion

A side-by-side look at pricing, capabilities, pros, cons, and our editorial scores.

	GradGPT Writing	Magic Potion Writing
Tagline	AI essay coach that scores and red-flags college application drafts against admissions rubrics.	Visual drag-and-drop prompt editor for crafting, organizing, and reusing prompts across OpenAI, Anthropic, and Google models.
Category	Writing	Writing
Pricing	Freemium· Free plan: $0 · GradGPT Plus yearly: $12/month · GradGPT Plus monthly: $36/month	Freemium
Model	—	Multi-model
Editorial score	6.8 / 10	6.5 / 10
Use cases	college-essay-feedbackadmissions-prepcommon-app-essaysap-test-practicecollege-matching	prompt-engineeringprompt-librarymulti-model-testingprompt-sharing
Pros	Cheaper than a human admissions consultant for the same iteration loop Rubric-based scoring grounded in real admit benchmarks Free access path for low-income and Title I students Covers the full app: essays, activities, AP prep, college match	Visual block-based editor is faster than maintaining prompts in plain text files Multi-provider preview across OpenAI, Anthropic, and Google in one UI Library/stack model encourages reusable, versioned prompts Clean, focused scope - it does one thing
Cons	Underlying model and methodology aren't disclosed US admissions focus; thin value for international applicants No API or programmatic access for schools or counselors Risk of homogenized 'AI-flavored' essays if students over-rely	Pricing is gated behind signup, not on the marketing site No public API documentation visible from the landing page Not an agent or RAG framework - prompt authoring only Smaller indie product without the ecosystem of bigger prompt platforms
Website	gradgpt.com	magicpotion.app

Pick GradGPT if

✅ Cheaper than a human admissions consultant for the same iteration loop
✅ Rubric-based scoring grounded in real admit benchmarks
✅ Free access path for low-income and Title I students
✅ Covers the full app: essays, activities, AP prep, college match

Pick Magic Potion if

✅ Visual block-based editor is faster than maintaining prompts in plain text files
✅ Multi-provider preview across OpenAI, Anthropic, and Google in one UI
✅ Library/stack model encourages reusable, versioned prompts
✅ Clean, focused scope - it does one thing

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