F1 Teammate Stats: Calculating True Qualifying Gaps & Race Pace
The Ultimate F1 Teammate Comparison: Qualifying Gaps and Race Pace Reality
The first rule of Formula 1 is that your most important rival is the driver in the other side of the garage. They have the same chassis, the same power unit, and the same upgrades. Yet, fan debates over who is actually faster are often clouded by bad luck, strategy errors, and emotion.
If you want to settle the debate, you need to look at the raw F1 teammate qualifying gaps and race pace data.
Calculating the True Qualifying Gap
Looking at the final grid order doesn't tell you the F1 teammate qualifying gaps accurately. A driver might have aborted their final Q3 lap due to a yellow flag, or encountered traffic in Q1.
To find the true gap, data analysts calculate the median delta between teammates across sessions where both drivers completed clean laps in the same conditions. In the 2026 era, this is particularly fascinating. Because the cars are 30kg lighter and heavily reliant on the 50/50 ICE-to-Battery power split, a driver who is marginally better at regenerating energy during a qualifying out-lap will begin their flying lap with a significantly higher state of charge, deploying more electrical power out of the final corner. Mastering this requires an understanding of how to read F1 speed traces and throttle graphs.
F1 Teammate Race Pace Comparison
Saturday is about ultimate grip; Sunday is about management. An accurate F1 teammate race pace comparison requires filtering out "dirty" data:
- In-laps and out-laps during pit stops.
- Laps completed behind the Safety Car or Virtual Safety Car.
- Laps ruined by heavy traffic or blue flags.
Once you isolate the clean, uninterrupted stints (usually represented as a scatter plot), the true picture emerges. You can see not only who had the lower median lap time, but who suffered from higher variance. A driver with tightly clustered lap times is managing their tires and electrical deployment perfectly, while scattered lap times suggest the driver is struggling with handling or burning through their tires too aggressively.