Public Tools for Economic Truth.
OpenLabor Model is an open-source framework built to bring clarity to one of the most overlooked problems in modern work: understanding what compensation is actually worth. Many jobs today include a mix of hourly pay and non-cash benefits like housing, food, land access, or training. While these arrangements can look reasonable on the surface, they are often difficult to evaluate in real economic terms. OpenLabor Model solves this by converting all forms of compensation into a single, standardized hourly value that reflects true earning power.
At its core, the platform includes a wage normalization engine that aggregates both cash and non-cash compensation into an effective hourly rate. It goes further by applying tax modeling to estimate real take-home pay and compares that figure against local minimum wage requirements. To make results meaningful across different regions, it also incorporates cost-of-living adjustments, allowing users to understand not just what they earn, but what that income actually provides in their specific location.
Beyond basic calculations, OpenLabor Model introduces a legal and transparency layer that sets it apart. It evaluates whether compensation structures may fall into gray areas of labor law, flags potential compliance risks, and assigns a transparency score to help users quickly assess fairness and clarity. Scenario modeling tools allow users to test different arrangements—such as removing housing or adjusting hours—to see how compensation changes. Combined with audit-ready reporting and fully traceable data sources, the platform is designed to be not just informative, but reliable enough for real-world decision-making, research, and accountability.
- OpenLabor Model – An open-source framework that converts complex compensation structures into transparent, comparable economic value by normalizing wages, benefits, taxes, and cost of living into a real effective hourly rate. AGPLv3