Interactive research tool · Bottom 90% model

Explore a modeled wealth trajectory.

Adjust the profile below to see the net worth associated with similar profiles in the training data. Unchanged fields use the typical values from the model’s bottom-90% sample.

Your financial profile

Fine-tune the assumptions (13 fields)

Method: fitted preprocessing (median assumptions, log transforms, and standardization) followed by the original 200-tree LightGBM regression model. All computation stays in your browser.