Demo account credentials
Sign in instantly to see practice sets, explanations, and analytics with no setup.
Username: demo
Password: demo123
Demo progress resets periodically, so feel free to experiment.
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Try it before you commit
Walk through the dashboard, test/tutor modes, and annotations first, then request your own account when you are ready.
Why choose openQbank?
Fine-tuned AI content
Questions and explanations are generated using a fine-tuned large language model that preserves NBME difficulty and reinforces testable concepts while democritizing access.
3000+ NBME-style questions
A continuously expanding bank mirrors the tone, structure, and complexity of the real exam so you can rehearse under true-to-test conditions. Access to all questions is free.
Novel targeted-practice system
Filter sessions by organ system or by description to build the exact drill set you need. Learning a specific disease process? Use our novel key word search.
Distilled RAG precision
We use a distilled Retrieval-Augmented Generation (RAG) model to cross-reference every output against authoritative medical texts, ensuring high clinical accuracy and preventing hallucination while maintaining low operating costs.
Community powered insights
Open-source collaboration enables rapid iteration and diverse feedback, driving continuous improvements that keep high-quality medical education accessible and affordable for everyone.
Security & privacy first
Credentials are hashed with PBKDF2 using Werkzeug's hardened implementation (SHA256) and a
unique salt, keeping passwords secure at rest and impervious to data breaches. User sessions are signed with
per-instance Flask secrets, isolated by account.
A familiar feature set
Tutor & test modes
Switch between walkthroughs with instant feedback and timed simulations that mimic exam pacing.
Resume anytime
Flag key questions, pick up recent sessions, and see completion status at a glance from the dashboard.
Purpose-built UI
Clean typography, thoughtful spacing, and dark-on-light contrast reduce fatigue during long study blocks.
Actionable analytics
Track accuracy over time, review a per-organ performance chart, and revisit recent sessions directly from the dashboard.
Advanced annotations
Highlight, strike through, flag, and note-take across every question to mirror your preferred test-day workflow.
Optimized for every device
Responsive layouts, fast loads, and touch-friendly controls keep your studying smooth on phones, tablets, and desktops.