Elite Women
Race information and calculation basis
Datengrundlage: maximal zwölf Starts je Athlet:in, die zeitlich strikt vor 21.03.2026 liegen. Neuere Leistungen und direkte Duelle werden mit einer Halbwertszeit von 300 Tagen stärker gewichtet.
Show model parameters and data quality
Kalibriert mit 69 früheren Rennen und 564 Athlet:innen. Paarweise Gruppengüte: 31.6 %.
Trainingsdaten ausschließlich vor 14.03.2026.
Datenabdeckung 88.9 % · Head-to-Head-Abdeckung 100.0 % · 69 Kalibrierungsrennen
Show methodology
Only after the historical calculation is the prediction compared with the actual result.
Prediction comparison
Summary of prediction errors
| Place Prediction / result |
Athlete | Swimming Prediction / result |
Bike group Prediction / result |
Run Prediction / result |
Overall prediction | Details |
|---|---|---|---|---|---|---|
| 1 / 1 |
JPN
|
+26 s
+3 s
|
G1 / G1
correct
|
18:29
18:25
|
51:41 | Show detailsPlacementPrediction: 1
80% range: 1–2
Top-10 probability: 100 %
Result: 1
Deviation: 0
SwimmingPrognoseabstand: +26 s
Time: 10:11
Pace: 1:21 / 100 m
Ergebnisabstand: +3 s
Fehler: 22.6 s
H2H: 5 Gegner:innen,
33 Duelle,
Korrektur 0.22 %,
Sicherheit 37 %
CyclingPrediction: Group 1 (4 people)
Gruppe 1: 89 %
Speed: 35.7 km/h
Initial Gruppe 2, später eingeholt/vereinigt
Gap ahead:
3.6 s
Gap behind:
18.3 s
Result: Group 1 (2 people)
Speed: 37.3 km/h
Tempo-Fehler: -1.52 km/h
Running and totalRun: 18:29 (3:42 / km)
Historical basis: 3:42 / km
Best comparable pace: 3:34 / km
Trend: +0:00 / km
Comparable races: 5
H2H: 5 Gegner:innen,
33 Duelle,
Korrektur 0.10 %,
Sicherheit 30 %
Ergebnis Lauf: 18:25 (3:41 / km)
Error: +0:04 / +0:01 / km
Overall prediction: 51:41
Data basis: 12 Races · Confidence 1.00
Swimming:
10:11
(1:21 / 100 m)
To the end of cycling (group time):
32:28
(35.7 km/h)
Run:
18:29
(3:42 / km)
Total:
51:41
|
| 2 / 4 |
JPN
|
+44 s
+44 s
|
G1 / G2
|
18:38
18:55
|
51:50 | Show detailsPlacementPrediction: 2
80% range: 1–4
Top-10 probability: 100 %
Result: 4
Deviation: -2
SwimmingPrognoseabstand: +44 s
Time: 10:29
Pace: 1:24 / 100 m
Ergebnisabstand: +44 s
Fehler: -0.1 s
H2H: 4 Gegner:innen,
13 Duelle,
Korrektur 0.03 %,
Sicherheit 33 %
CyclingPrediction: Group 1 (4 people)
Gruppe 1: 56 %
Speed: 35.7 km/h
Initial Gruppe 3, später eingeholt/vereinigt
Gap ahead:
18.3 s
Gap behind:
16.4 s
Result: Group 2 (3 people)
Speed: 36.7 km/h
Tempo-Fehler: -0.92 km/h
Running and totalRun: 18:38 (3:44 / km)
Historical basis: 3:45 / km
Best comparable pace: 3:34 / km
Trend: −0:02 / km
Comparable races: 6
H2H: 4 Gegner:innen,
13 Duelle,
Korrektur 0.32 %,
Sicherheit 32 %
Ergebnis Lauf: 18:55 (3:47 / km)
Error: −0:17 / −0:03 / km
Overall prediction: 51:50
Data basis: 12 Races · Confidence 1.00
Swimming:
10:29
(1:24 / 100 m)
To the end of cycling (group time):
32:28
(35.7 km/h)
Run:
18:38
(3:44 / km)
Total:
51:50
|
| 3 / 3 |
JPN
|
+15 s
+0 s
|
G1 / G1
correct
|
20:37
19:51
|
53:49 | Show detailsPlacementPrediction: 3
80% range: 3–6
Top-10 probability: 100 %
Result: 3
Deviation: 0
SwimmingPrognoseabstand: +15 s
Time: 10:00
Pace: 1:20 / 100 m
Ergebnisabstand: +0 s
Fehler: 15.4 s
H2H: 8 Gegner:innen,
44 Duelle,
Korrektur 0.00 %,
Sicherheit 68 %
CyclingPrediction: Group 1 (4 people)
Gruppe 1: 95 %
Speed: 35.7 km/h
Initial Gruppe 1, später eingeholt/vereinigt
Gap ahead:
–
Gap behind:
6.6 s
Result: Group 1 (2 people)
Speed: 37.7 km/h
Tempo-Fehler: -1.96 km/h
Running and totalRun: 20:37 (4:07 / km)
Historical basis: 4:10 / km
Best comparable pace: 3:47 / km
Trend: +0:00 / km
Comparable races: 7
H2H: 8 Gegner:innen,
44 Duelle,
Korrektur -0.88 %,
Sicherheit 64 %
Ergebnis Lauf: 19:51 (3:58 / km)
Error: +0:46 / +0:09 / km
Overall prediction: 53:49
Data basis: 12 Races · Confidence 1.00
Swimming:
10:00
(1:20 / 100 m)
To the end of cycling (group time):
32:28
(35.7 km/h)
Run:
20:37
(4:07 / km)
Total:
53:49
|
| 4 / 5 |
EST
|
+22 s
+41 s
|
G1 / G2
|
20:45
20:18
|
53:57 | Show detailsPlacementPrediction: 4
80% range: 3–7
Top-10 probability: 100 %
Result: 5
Deviation: -1
SwimmingPrognoseabstand: +22 s
Time: 10:07
Pace: 1:21 / 100 m
Ergebnisabstand: +41 s
Fehler: -19.0 s
H2H: 5 Gegner:innen,
8 Duelle,
Korrektur 1.58 %,
Sicherheit 21 %
CyclingPrediction: Group 1 (4 people)
Gruppe 1: 54 %
Speed: 35.7 km/h
Initial Gruppe 2, später eingeholt/vereinigt
Gap ahead:
6.6 s
Gap behind:
3.6 s
Result: Group 2 (3 people)
Speed: 36.5 km/h
Tempo-Fehler: -0.77 km/h
Running and totalRun: 20:45 (4:09 / km)
Historical basis: 4:09 / km
Best comparable pace: 3:58 / km
Trend: +0:00 / km
Comparable races: 6
H2H: 5 Gegner:innen,
8 Duelle,
Korrektur -0.10 %,
Sicherheit 26 %
Ergebnis Lauf: 20:18 (4:04 / km)
Error: +0:27 / +0:05 / km
Overall prediction: 53:57
Data basis: 12 Races · Confidence 1.00
Swimming:
10:07
(1:21 / 100 m)
To the end of cycling (group time):
32:28
(35.7 km/h)
Run:
20:45
(4:09 / km)
Total:
53:57
|
| 5 / 6 |
JPN
|
+78 s
+53 s
|
G2 / G3
|
18:08
18:07
|
54:30 | Show detailsPlacementPrediction: 5
80% range: 2–6
Top-10 probability: 100 %
Result: 6
Deviation: -1
SwimmingPrognoseabstand: +78 s
Time: 11:03
Pace: 1:28 / 100 m
Ergebnisabstand: +53 s
Fehler: 25.4 s
H2H: 7 Gegner:innen,
18 Duelle,
Korrektur 0.04 %,
Sicherheit 38 %
CyclingPrediction: Group 2 (4 people)
Gruppe 1: 4 %
Speed: 33.3 km/h
Initial Gruppe 5, später eingeholt/vereinigt
Gap ahead:
18.1 s
Gap behind:
1.6 s
Result: Group 3 (2 people)
Speed: 34.1 km/h
Tempo-Fehler: -0.81 km/h
Running and totalRun: 18:08 (3:38 / km)
Historical basis: 3:41 / km
Best comparable pace: 3:32 / km
Trend: −0:04 / km
Comparable races: 6
H2H: 7 Gegner:innen,
18 Duelle,
Korrektur 0.16 %,
Sicherheit 33 %
Ergebnis Lauf: 18:07 (3:37 / km)
Error: +0:01 / +0:00 / km
Overall prediction: 54:30
Data basis: 12 Races · Confidence 1.00
Swimming:
11:03
(1:28 / 100 m)
To the end of cycling (group time):
35:01
(33.3 km/h)
Run:
18:08
(3:38 / km)
Total:
54:30
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 10:06
Pace: 1:21 / 100 m
About 57.1 s faster in the swim
Maximum predicted gap after the swim: +21.3 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 6 / 2 |
UZB
|
+80 s
+45 s
|
G2 / G2
correct
|
18:29
17:50
|
54:51 | Show detailsPlacementPrediction: 6
80% range: 2–6
Top-10 probability: 100 %
Result: 2
Deviation: 4
SwimmingPrognoseabstand: +80 s
Time: 11:05
Pace: 1:29 / 100 m
Ergebnisabstand: +45 s
Fehler: 35.0 s
H2H: 7 Gegner:innen,
26 Duelle,
Korrektur -0.46 %,
Sicherheit 43 %
CyclingPrediction: Group 2 (4 people)
Gruppe 1: 1 %
Speed: 33.3 km/h
Initial Gruppe 5, später eingeholt/vereinigt
Gap ahead:
1.6 s
Gap behind:
0.8 s
Result: Group 2 (3 people)
Speed: 36.6 km/h
Tempo-Fehler: -3.29 km/h
Running and totalRun: 18:29 (3:42 / km)
Historical basis: 3:45 / km
Best comparable pace: 3:28 / km
Trend: −0:04 / km
Comparable races: 6
H2H: 7 Gegner:innen,
26 Duelle,
Korrektur 0.31 %,
Sicherheit 34 %
Ergebnis Lauf: 17:50 (3:34 / km)
Error: +0:39 / +0:08 / km
Overall prediction: 54:51
Data basis: 12 Races · Confidence 1.00
Swimming:
11:05
(1:29 / 100 m)
To the end of cycling (group time):
35:01
(33.3 km/h)
Run:
18:29
(3:42 / km)
Total:
54:51
Target first bike group at the bike finish
Cannot be calculated without a swim distance or historical swim data.
|
| 7 / 8 |
IND
|
+81 s
+79 s
|
G2 / G4
|
20:22
21:44
|
56:44 | Show detailsPlacementPrediction: 7
80% range: 6–8
Top-10 probability: 100 %
Result: 8
Deviation: -1
SwimmingPrognoseabstand: +81 s
Time: 11:06
Pace: 1:29 / 100 m
Ergebnisabstand: +79 s
Fehler: 1.8 s
H2H: 7 Gegner:innen,
18 Duelle,
Korrektur 0.57 %,
Sicherheit 31 %
CyclingPrediction: Group 2 (4 people)
Gruppe 1: 3 %
Speed: 33.3 km/h
Initial Gruppe 5, später eingeholt/vereinigt
Gap ahead:
0.8 s
Gap behind:
271.2 s
Result: Group 4 (2 people)
Speed: 25.1 km/h
Tempo-Fehler: 8.20 km/h
Running and totalRun: 20:22 (4:04 / km)
Historical basis: 4:06 / km
Best comparable pace: 4:06 / km
Trend: −0:05 / km
Comparable races: 7
H2H: 7 Gegner:innen,
18 Duelle,
Korrektur 1.22 %,
Sicherheit 28 %
Ergebnis Lauf: 21:44 (4:21 / km)
Error: −1:22 / −0:16 / km
Overall prediction: 56:44
Data basis: 10 Races · Confidence 1.00
Swimming:
11:06
(1:29 / 100 m)
To the end of cycling (group time):
35:01
(33.3 km/h)
Run:
20:22
(4:04 / km)
Total:
56:44
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 10:07
Pace: 1:21 / 100 m
About 59.5 s faster in the swim
Maximum predicted gap after the swim: +21.3 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 8 / 7 |
IND
|
+60 s
+51 s
|
G2 / G3
|
20:32
20:43
|
56:54 | Show detailsPlacementPrediction: 8
80% range: 5–8
Top-10 probability: 100 %
Result: 7
Deviation: 1
SwimmingPrognoseabstand: +60 s
Time: 10:45
Pace: 1:26 / 100 m
Ergebnisabstand: +51 s
Fehler: 9.3 s
H2H: 6 Gegner:innen,
11 Duelle,
Korrektur -0.59 %,
Sicherheit 26 %
CyclingPrediction: Group 2 (4 people)
Gruppe 1: 4 %
Speed: 33.3 km/h
Initial Gruppe 4, später eingeholt/vereinigt
Gap ahead:
16.4 s
Gap behind:
18.1 s
Result: Group 3 (2 people)
Speed: 34.1 km/h
Tempo-Fehler: -0.79 km/h
Running and totalRun: 20:32 (4:06 / km)
Historical basis: 4:07 / km
Best comparable pace: 3:51 / km
Trend: +0:00 / km
Comparable races: 5
H2H: 6 Gegner:innen,
11 Duelle,
Korrektur -0.44 %,
Sicherheit 25 %
Ergebnis Lauf: 20:43 (4:09 / km)
Error: −0:11 / −0:02 / km
Overall prediction: 56:54
Data basis: 7 Races · Confidence 1.00
Swimming:
10:45
(1:26 / 100 m)
To the end of cycling (group time):
35:01
(33.3 km/h)
Run:
20:32
(4:06 / km)
Total:
56:54
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 10:06
Pace: 1:21 / 100 m
About 39 s faster in the swim
Maximum predicted gap after the swim: +21.3 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 9 / 9 |
NEP
|
+352 s
+221 s
|
G3 / G4
|
28:33
28:20
|
1:19:52 | Show detailsPlacementPrediction: 9
80% range: 9–9
Top-10 probability: 100 %
Result: 9
Deviation: 0
SwimmingPrognoseabstand: +352 s
Time: 15:37
Pace: 2:05 / 100 m
Ergebnisabstand: +221 s
Fehler: 131.0 s
H2H: 3 Gegner:innen,
3 Duelle,
Korrektur -2.47 %,
Sicherheit 9 %
CyclingPrediction: Group 3 (1 people)
Gruppe 1: 0 %
Speed: 25.7 km/h
Initial Gruppe 6, später eingeholt/vereinigt
Gap ahead:
271.2 s
Gap behind:
–
Result: Group 4 (2 people)
Speed: 26.5 km/h
Tempo-Fehler: -0.74 km/h
Running and totalRun: 28:33 (5:43 / km)
Historical basis: 5:40 / km
Best comparable pace: 5:40 / km
Trend: +0:00 / km
Comparable races: 1
H2H: 3 Gegner:innen,
3 Duelle,
Korrektur 0.80 %,
Sicherheit 9 %
Ergebnis Lauf: 28:20 (5:40 / km)
Error: +0:13 / +0:03 / km
Overall prediction: 1:19:52
Data basis: 1 Races · Confidence 0.20
Swimming:
15:37
(2:05 / 100 m)
To the end of cycling (group time):
45:27
(25.7 km/h)
Run:
28:33
(5:43 / km)
Total:
1:19:52
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 10:06
Pace: 1:21 / 100 m
About 330.7 s faster in the swim
Maximum predicted gap after the swim: +21.3 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|