Observed arrival · 2026-09-21
CareerLaps, the career-statistics ledger for motorsport
An independent project comparing racing careers through laps completed, finish reliability, and qualifying pace against teammates.
- For
- Motorsport statistics readers and racing-history obsessives
- Worth noticing
- The methodology distinguishes technical from contact retirements and excludes safety-car laps from pace comparisons.
Field notes
CareerLaps organizes its comparison around measurable race and qualifying outcomes rather than an editorial driver ranking. Its stated rules include separating technical failures from contact incidents, treating team-directed absences differently from retirements, and using only fully completed shared sessions for teammate comparisons. The homepage also maintains an update log, including a recalculation of points-zone lap share and the addition of retirement-cause categories.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
One card from the complete issue