Have you ever asked yourself how a team knows a tire is going to lose performance three laps before it actually happens?

Have you ever wondered why a driver screams “I can’t do this!” on the radio, but the engineer calmly replies, “Stay out, you will win by 2.5 seconds”… and they’re right?

We think Formula 1 is a battle of drivers. It isn’t. Drivers are the public face of the operation. The real race is happening on servers, where teams fight invisible enemies using the most powerful weapon in the world: Data!!

It’s not just a car, it’s closer to a rocket

An F1 car is basically a computer with wheels. While the driver is going 300 km/h, the car is constantly measuring what’s happening.

What gets measured you might ask?

• Vehicle dynamics: speed, acceleration, ride height, wheel speed, steering angle
• Power unit systems: temperatures, pressures, energy deployment and recovery
• Tires and brakes: surface and internal temperatures, wear signals, brake temps
• Environment: track temperature, wind, grip evolution

You might think that those things are useless but they are what make or break a race.

How much data are we talking about?

• ~300 sensors on the car
• Around 1.1 million telemetry data points per second transmitted from the car to the pits.

This matters because it changes how teams react.

If an engine temperature trends upward by even a small amount, the team can spot it early. If wind direction changes, it can affect stability and tire temperatures. The driver is the pilot, but the engineers and analysts are the ones reading the instruments.

Teams don’t only look at raw values. They look at trends and rates of change.