/ F1 Racing
20 cars. 23 weekends. Upgrade cycles move the market.
Formula 1 is a pricing game of upgrade timing and track fit. A second-tier team landing its floor package 2 races ahead of a rival is the edge most retail books price in 5 weeks late. Our model conditions on qualifying-to-race pace delta, tire degradation by compound, weather variance, and reliability history.
Markets we cover
Race winner
20-car grid. Favorites are often short (-150 or better) but lock in. Our best value lives in the 8/1 to 25/1 second-tier drivers on tracks where their car package is well-matched.
Podium (top 3)
Higher hit rate than outright, priced lower. Podium on a driver whose teammate you also like is correlated; better to pair with a second team for diversification.
Constructor winner
Driver-agnostic bet. Constructors ship upgrades in packages. A team hitting its upgrade cycle 2 races ahead of rivals is the edge most retail books miss for 3 to 5 weeks.
Head-to-head teammate
Two same-team drivers matched for the race. The tightest market on the board. Our edge lives in garage-access signal: which driver got the newer floor, which is on the worn chassis.
Fastest lap
High-variance prop won often by a driver pitting for fresh softs with nothing else to lose. Usually P5 to P10 on a one-stop day, or the leader coasting at the end of a dominant win.
Driver props
Q3 appearance, points finish, beating a named rival, DNF yes/no. Thin markets, often mispriced for drivers whose underlying pace and reliability diverge from raw finishing position.
What moves the needle in F1
Qualifying pace vs race pace
Saturday pace is a noisy signal. A car can be fast over one lap and burn its tires in 5 laps on Sunday. We track per-team Q3-to-race-pace delta to find overpriced Saturday heroes.
Tire degradation by compound
Different cars wear different compounds differently. A team that kills the medium but protects the hard becomes the favorite on any 2-stop where strategy windows matter.
Track fit
Street circuit, high-downforce, high-speed, low-grip resurfacing. Each car has a profile. Monaco favors traction and mechanical grip; Monza favors top-end power. We weight by track.
Weather variance
Rain is the great equalizer. Mid-tier teams with strong wet-weather drivers become live outright contenders when the forecast slips. We shift model weights on 40% plus rain probability.
Upgrade package cycle
F1 teams develop through the season in discrete upgrade packages. A team that brings a floor upgrade 2 races before a rival is the pricing inefficiency most models lag on.
Reliability and DNF risk
Season-long DNF rates swing driver EV meaningfully. Power-unit grid penalties, engine mileage, and hydraulics history feed into podium and points finish pricing.