Race-week research built from the full results record — form, teammate head-to-head, reliability and circuit history. Everything here is computed from finished sessions, not projected.
F1 runs 23 races a year. The MLB model needed 300 graded plays to separate signal from noise — at F1 volume that is four to six seasons. Any short run, good or bad, would be variance wearing a model's clothes, and we would have no way to prove which.
Race-winner markets also carry 125–140% hold across the field, against roughly 4.5% on a baseball side. So this is a research page, not a pick engine: the numbers are real and the reasoning is yours. Nothing here is graded, tracked, or counted anywhere on this site.