Races are won on the track
Championships are won in factories
Factories are run on data
For the racer in you. And the software engineer.
Analyze every performance, driver, constructor, tire, brake, throttle, DRS, acceleration, gear, speed, lap time, sector time, and rev counter from every lap of every qualifying session and every race over the past eight years — in the most glamorous sport on the planet!
And then learn how we built the infrastructure on Oracle AI Database 26ai and Oracle Cloud Infrastructure (OCI) to deal with many billions of data points...
Factory Data
Eight years and billions of discrete data points that tell the story of modern Formula 1
173 Grand Prix
19 Constructors
Quarter of a Million Laps
43 Drivers
7,500 Sessions
3.3 Billion Telemetry Data Points
Performance Matters
The sheer amount of data that is updated in real-time from over 300 sensors on each F1 car presents significant opportunities for analysis but also material challenges in how to store, secure, manage, protect, and represent that data.
Maintaining & synchronizing multiple data stores is a fragile approach at best, and a data management car crash at worst. That's where 'JSON/Relational Duality' from Oracle AI Database 26ai really shines!
Six billion simulations per race
On the F1 scale, creating probablity density functions, stochastic processes, and aptly named 'Monte Carlo' simulations is just not something that can be achieved with simple web app code.
Generating trillions of random numbers, performing multivariate analysis, finding and matching patterns, generating trillions of random numbers, and working with geospatial data at this scale demands a stable, scalable infrastructure.
Implementing technologies such as JSON/relational duality, ontology graphs, spatial data, and vectors in Oracle AI Database 26ai provide the bedrock. Then mastering Internet of Things (IoT) frameworks and builiding Monte Carlo simulations on Oracle Cloud Infrastructure (OCI) complete the solution.
Start exploring the Formula 1 data set. And then start learning how to build analysis systems like this for high performance and business advantage in your industry!
Sneak peek
Watch the video. Then explore the entire data set and start learning how to build high performance solutions!
Gearing up for the 2026 season...
Join us to keep up to date with lap-by-lap analysis for the new era of Formula 1 racing!