Progress against the field
Between Bordeaux 2025 and Lyon 2026, Catarina Valente sousa pulled 1:44 ahead of the field.
The clock says 2:55 faster, but the races themselves got 1:11 quicker for everyone.
How this is worked out ⓘ
A finish time moves for two reasons: the athlete, and the race — its course, its floor, its day. For each pair of races in a row in one category, we take everyone who raced both and use the middle of how much they moved (the median) as "the race". Whatever is left is the athlete. Doubles are compared only when the same two people raced both, and told as the pair's; relays are left out. A pair with fewer than 15 athletes in common is not shown. The summary above covers Individual Open · Women, the one raced most; every comparison is in the list below.
Every race
4 races · 4 events
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Lyon20 May 2026Individual Open · Women1:22:40 PB141/964Beat 85%
↑ 181 days after Bordeaux 2025 1:44 better than the field Why ↓Close ↑
2:55 faster on the clock, and the race was 1:11 faster for everyone, so 1:44 of it was this athlete.
The fieldCompare these two →1:11 faster This athlete2:55 faster -
Toulouse19 Mar 2026Doubles Open · Mixed1:04:30 PB50/1343Beat 96%
↑ 174 days after Rome 2025, with Hadrien Rumiano 0:11 worse than the field Faster on the clock, behind the field Why ↓Close ↑
2:47 faster on the clock looks better than it was: the race was 2:58 faster for everyone, which leaves this 0:11 behind the field.
The fieldCompare these two →2:58 faster This pair2:47 faster -
Bordeaux20 Nov 2025Individual Open · Women1:25:35157/613Beat 74%
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Rome26 Sep 2025Doubles Open · Mixed1:07:17100/655Beat 85%