How Profile Analysis and Metrics Work on IronStats
Bruno Kuntz breaks down platform navigation, age-group split comparisons, and database features.
Discover how IronStats compiles Ironman and 70.3 results to track triathlete progression. Explore split comparisons by discipline, age-group rankings, and the profile unification feature.
Searching for an athlete's history on IronStats takes just typing their name into the search bar to access a complete endurance stats dashboard. Created by Bruno Kuntz, the tool compiles results from Ironman and Ironman 70.3 events held since 2017, organizing overall times, discipline splits, overall rankings, and age-group placements.
Metrics, Progression, and Identifying Strengths
Inside the competitor's profile, the dashboard displays performance trajectories over the years or filtered by season. Users can track minute-by-minute variations between similar races and pinpoint the athlete's personal best, marking their top career performance at that distance.
Beyond raw finish times, the platform cross-references individual data against the means and medians of all competitors in that same age group across swimming, cycling, running, and transitions (T1 and T2). This statistical calculation precisely identifies a triathlete's standout discipline, showing where they gain the most ground against direct competitors.
Age-Group Rankings and Consistency Index
The system also organizes national age-group rankings, allowing users to check a competitor's exact standing among all registered athletes in their division across Brazil. The platform automatically calculates the time gap needed to reach the division leader, offering a practical benchmark for athletic goals.
Another visual metric featured in the analysis is the consistency score, which evaluates time regularity and performance variance on a scale from 0 to 100. Athletes who maintain consistent splits and pacing across successive races earn higher stability ratings.
Profile Merging and Access Model
A common issue in the database occurs when an athlete registers for races with slight spelling variations in their name, creating duplicate profiles. To resolve duplicates, IronStats includes a profile merge request feature that consolidates race histories onto a single page once submitted.
Access to all statistics is open and free, requiring no subscription or paywall. According to Bruno Kuntz, the independent project serves as an information resource for the triathlon community, while honoring individual data removal requests in compliance with privacy regulations.