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🏎️ PodiumPe Fantasy F1 Pricing Engine

A transparent, data-rich salary algorithm – no machine-learning “black box” required.


1 What the engine does

Stage Description Output
Ingest Accepts raw driver+team JSON (no telemetry needed). F1BasicDriverDataV2 & F1TeamDataV2
Enrich Converts to F1CompleteDriverV2 and fills 37 ratios covering: 3-year pedigree, live-form, team context, driver DNA, champ %. Every ratio stored as raw + Z-score
Score Builds a linear RAW score from weighted Zs, then compresses with a logistic curve to Strength 0-1. Strength
Solve band Analytic solver chooses dynamic pMin/pMax that respect budget & roster rules (40 % – 135 % of slot). pMin, pMax
Price Linear map → charm-rounded price; week-to-week elasticity dampens shocks. driver.Price

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