Why Speed = HP / Weight
Power-to-weight (p2w) drives straight-line acceleration. The Audi R8 V10 Plus Twin-Turbo and Corvette C8 Z06 both sit in the S/S+ tier; A12 Largo tops HP at 840 but weight grows too. Tool #3 (Duel Win Estimator) handles the logistic math.
Reading the Traffic Penalty
High-density highway racing cuts your effective win probability by ~7% per kilometer with high traffic. Use medium-density routes for cash grind and low-density for 1v1 race finishes.
Skill vs Machine
Skill contributes ~10% of the outcome per skill-point difference. A good player in a C63 can beat a bad player in an A12 Largo on a 5km course. Tool #3 outputs win_prob after both HP and skill are factored.
Cashing Out the Win
Each 1v1 win grants ~$1500 community-cited bonus. Stack race wins in the evening when server density peaks for the least crash risk. The 1v1 race toggle in Tool #3 adds 0.4 x win_rate to cash_per_hour.
Video References
