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NBMEcalc
About NBMEcalc

An Independent Score Planning Tool

NBMEcalc combines practice inputs into a planning range. It is not an official score report, and it does not claim a validated cohort until the underlying dataset can be reproduced.

Honesty over hype

We show a model-generated planning range alongside the midpoint and explain that the range is not yet holdout-calibrated.

Independent of NBME

We build models from public conversion data and aggregated user-submitted scores. We are not affiliated with the NBME or USMLE.

Free access without data sales

The core calculator stays free. Public educational pages may be supported by clearly labelled advertising, and optional reports fund additional product features. Practice inputs are not sold or passed as ad-targeting parameters.

Algorithm transparency

The methodology and material changes are public. Claims without reproducible evidence are labelled as assumptions or removed.

Trust and review path

Check the evidence before using the estimate

These pages separate official facts from internal assumptions, show what has and has not been validated, and provide a review path for educators and readers.

Transparent About What the Model Can Do

The calculator exposes its assumptions and uncertainty. We do not claim a validated cohort until a reproducible dataset and holdout report are published.

3
Step Exams Supported
Step 1, Step 2 CK, and Step 3
6
Input Source Types
CCSSA, UWSA 1/2, Free 120, and AMBOSS
1
Public Methodology
Versioned assumptions and validation status

How we got here

A short, honest timeline. We'll keep updating this page.

  1. 2025 Q4

    Idea & first prototype

    An initial multi-source prototype was developed to compare practice-assessment results without presenting one midpoint as certain.

  2. 2026 Q1

    Public methodology

    Model assumptions, official-source checks, limitations, and material changes are documented for every visitor.

  3. 2026 Q2

    Public launch

    Free tier opens to all. Single Report and Lifetime launch with PDF delivery, multi-Step tracking, and transparent planning ranges.

  4. 2026 H2

    Holdout validation

    After enough consented outcomes are collected, publish inclusion rules, error metrics, range coverage, and a locked holdout evaluation before making accuracy claims.

Editorial controls

Evidence and Review Status

NBMEcalc currently uses an internal editorial process. We do not claim named physician review until reviewer identities and scope can be verified publicly.

Official-source checks

Assessment families, score-report guidance, and passing standards are checked against current NBME and USMLE pages.

Versioned model changes

Material assumption changes are documented publicly. Stored predictions keep their algorithm version.

Corrections welcome

Readers can report factual or calculation concerns. Unsupported claims are corrected or removed rather than defended.

Read the public methodology and changelog or submit a correction.

Got feedback or a partnership idea?

Reach the project at hello@nbmecalc.com.