Data-driven, editorially independent
How Quelvor builds its F1 database: sourcing, verification, and the editorial philosophy behind every number.
Quelvor was built on a single conviction: that Formula 1 data deserves the same editorial rigour as the sport itself. Every statistic on this platform is sourced from officially published FIA timing data, cross-referenced against Formula 1 media feeds, and verified against historical archives that stretch back to the first World Championship race at Silverstone in 1950. We supplement this with odds-market data from licensed UK operators for contextual analysis, but our editorial content is never influenced by commercial relationships. Independence is not a marketing claim — it is the foundation of every number we publish.
“Formula 1 is the most data-rich sport on earth. Every lap generates 300 data points. We make them readable.”
Our approach
Data collection
Our primary sources are officially published FIA timing sheets, Formula 1 media feeds, and the publicly available historical archive of timing data dating back to 1950. For the modern era (2000–present), we maintain full lap-by-lap data for every race.
Verification
Every statistic is verified against at least two independent sources before publication. Discrepancies are flagged, investigated, and documented. When data conflicts exist, we publish the FIA-official figure and note the discrepancy.
Editorial independence
Quelvor has commercial relationships with licensed betting operators. These relationships help fund the platform but do not influence our editorial content, our analytical methodology, or our choice of stories. We do not make predictions, offer tips, or recommend bets.
The team
Marcus Hale
Lead F1 Analyst
Former Motorsport Magazine contributor. Specialist in qualifying pace analysis and historical season comparisons. Writes the “Gap to Pole” column.
Priya Kaur
Senior Writer
Sports journalism background at Autosport. Covers the intersection of F1 regulation and on-track performance. Writes the long-form “Paddock” stories.
Tom Ellison
Data Engineer
Background in aerospace telemetry. Responsible for lap time normalisation, pit stop timing analysis, and the statistical methodology documentation.
Laura Chen
Circuit Analyst
Former track engineering consultant. Builds the circuit profile database: corner classifications, surface data, altitude profiles, historical lap evolution.
What readers say
“I work in motorsport engineering and I've recommended Quelvor to my entire team. The qualifying gap analysis is the most rigorous publicly available breakdown I've seen.”
— P.
“As an F1 journalist, I use Quelvor as a fact-checking resource. The data methodology documentation gives me confidence in the numbers.”
— U.
“I'm studying data science and Quelvor's Garage section is better than half the textbooks I've read. The tyre degradation explainer alone is worth the visit.”
— Z.