October 4, 2026· ~8 min readTabular Foundation Models Beat Tuned GBDTs — and They Fit on a Desk Credit scoring, churn models, predictive maintenance, clinical risk scores — most high-value predictions in industry run on rows in a spreadsheet. Fo