Prediction comparison
Elite Women
22.01.2025
Swakopmund Mole
NAM
Race information and calculation basis
2025 Africa Triathlon Cup Swakopmund
Datengrundlage: maximal zwölf Starts je Athlet:in, die zeitlich strikt vor 22.01.2025 liegen. Neuere Leistungen und direkte Duelle werden mit einer Halbwertszeit von 300 Tagen stärker gewichtet.
Prediction model used
Modell v14
Default values
Prediction quality
70/100
mittel
Show model parameters and data quality
Not yet sufficiently calibrated – conservative defaults are used.
Einzelabstand ≤ 4 s
Gruppenspanne ≤ 14 s
Gruppeneffekt 0.65
Max. Vorteil 2.2 km/h
Datenabdeckung 100.0 % · Head-to-Head-Abdeckung 83.3 % · 0 Kalibrierungsrennen
Retrospective backtest without using the analysed race or later results.
Show methodology
Only after the historical calculation is the prediction compared with the actual result.
Prediction comparison
Summary of prediction errors
Mean place error0.7
Mean swim error20.7 s
Mean bike-speed error2.78 km/h
Correct bike groups1/6
No history0
Within the 80% range66.7 %
| Place Prediction / result |
Athlete | Swimming Prediction / result |
Bike group Prediction / result |
Run Prediction / result |
Overall prediction | Details |
|---|---|---|---|---|---|---|
| 1 / 1 |
NED
|
+27 s
+4 s
|
G2 / G1
|
16:48
16:49
|
49:33 | Show detailsPlacementPrediction: 1
80% range: 1–1
Top-10 probability: 100 %
Result: 1
Deviation: 0
SwimmingPrognoseabstand: +27 s
Time: 10:07
Pace: 1:21 / 100 m
Ergebnisabstand: +4 s
Fehler: 22.9 s
H2H: 3 Gegner:innen,
8 Duelle,
Korrektur 0.29 %,
Sicherheit 15 %
CyclingPrediction: Group 2 (2 people)
Gruppe 1: 59 %
Speed: 36.9 km/h
Gap ahead:
2.3 s
Gap behind:
15.8 s
Result: Group 1 (4 people)
Speed: 32.2 km/h
Tempo-Fehler: 4.70 km/h
Running and totalRun: 16:48 (3:22 / km)
Historical basis: 3:22 / km
Best comparable pace: 3:17 / km
Trend: +0:00 / km
Comparable races: 6
H2H: 3 Gegner:innen,
8 Duelle,
Korrektur -0.20 %,
Sicherheit 11 %
Ergebnis Lauf: 16:49 (3:22 / km)
Error: −0:01 / −0:00 / km
Overall prediction: 49:33
Data basis: 12 Races · Confidence 1.00
Swimming:
10:07
(1:21 / 100 m)
To the end of cycling (group time):
32:18
(36.9 km/h)
Run:
16:48
(3:22 / km)
Total:
49:33
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 10:01
Pace: 1:20 / 100 m
About 6.4 s faster in the swim
Maximum predicted gap after the swim: +20.5 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 2 / 3 |
GER
|
+25 s
+9 s
|
G2 / G1
|
18:40
17:57
|
51:25 | Show detailsPlacementPrediction: 2
80% range: 2–3
Top-10 probability: 100 %
Result: 3
Deviation: -1
SwimmingPrognoseabstand: +25 s
Time: 10:05
Pace: 1:21 / 100 m
Ergebnisabstand: +9 s
Fehler: 15.6 s
H2H: 1 Gegner:innen,
3 Duelle,
Korrektur 0.37 %,
Sicherheit 2 %
CyclingPrediction: Group 2 (2 people)
Gruppe 1: 24 %
Speed: 36.9 km/h
Gap ahead:
8.6 s
Gap behind:
2.3 s
Result: Group 1 (4 people)
Speed: 32.2 km/h
Tempo-Fehler: 4.70 km/h
Running and totalRun: 18:40 (3:44 / km)
Historical basis: 3:44 / km
Best comparable pace: 3:44 / km
Trend: +0:00 / km
Comparable races: 2
H2H: 1 Gegner:innen,
3 Duelle,
Korrektur -0.16 %,
Sicherheit 4 %
Ergebnis Lauf: 17:57 (3:35 / km)
Error: +0:43 / +0:09 / km
Overall prediction: 51:25
Data basis: 12 Races · Confidence 1.00
Swimming:
10:05
(1:21 / 100 m)
To the end of cycling (group time):
32:18
(36.9 km/h)
Run:
18:40
(3:44 / km)
Total:
51:25
Target first bike group at the bike finish
Cannot be calculated without a swim distance or historical swim data.
|
| 3 / 4 |
JPN
|
+16 s
+0 s
|
G1 / G1
correct
|
18:45
18:32
|
51:26 | Show detailsPlacementPrediction: 3
80% range: 2–3
Top-10 probability: 100 %
Result: 4
Deviation: -1
SwimmingPrognoseabstand: +16 s
Time: 9:56
Pace: 1:19 / 100 m
Ergebnisabstand: +0 s
Fehler: 16.0 s
CyclingPrediction: Group 1 (1 people)
Gruppe 1: 79 %
Speed: 36.8 km/h
Gap ahead:
–
Gap behind:
8.6 s
Result: Group 1 (4 people)
Speed: 32.2 km/h
Tempo-Fehler: 4.58 km/h
Running and totalRun: 18:45 (3:45 / km)
Historical basis: 3:45 / km
Best comparable pace: 3:45 / km
Trend: +0:00 / km
Comparable races: 3
Fallback calculation from other run distances
Ergebnis Lauf: 18:32 (3:42 / km)
Error: +0:13 / +0:03 / km
Overall prediction: 51:26
Data basis: 3 Races · Confidence 0.60
Swimming:
9:56
(1:19 / 100 m)
To the end of cycling (group time):
32:25
(36.8 km/h)
Run:
18:45
(3:45 / km)
Total:
51:26
|
| 4 / 2 |
RSA
|
+43 s
+1 s
|
G3 / G1
|
18:59
17:26
|
54:45 | Show detailsPlacementPrediction: 4
80% range: 3–4
Top-10 probability: 100 %
Result: 2
Deviation: 2
SwimmingPrognoseabstand: +43 s
Time: 10:23
Pace: 1:23 / 100 m
Ergebnisabstand: +1 s
Fehler: 41.7 s
H2H: 4 Gegner:innen,
14 Duelle,
Korrektur -0.22 %,
Sicherheit 18 %
CyclingPrediction: Group 3 (1 people)
Gruppe 1: 16 %
Speed: 34.0 km/h
Gap ahead:
15.8 s
Gap behind:
69.9 s
Result: Group 1 (4 people)
Speed: 32.3 km/h
Tempo-Fehler: 1.68 km/h
Running and totalRun: 18:59 (3:48 / km)
Historical basis: 3:49 / km
Best comparable pace: 3:32 / km
Trend: +0:00 / km
Comparable races: 7
H2H: 4 Gegner:innen,
15 Duelle,
Korrektur -0.46 %,
Sicherheit 18 %
Ergebnis Lauf: 17:26 (3:29 / km)
Error: +1:33 / +0:19 / km
Overall prediction: 54:45
Data basis: 12 Races · Confidence 1.00
Swimming:
10:23
(1:23 / 100 m)
To the end of cycling (group time):
35:03
(34.0 km/h)
Run:
18:59
(3:48 / km)
Total:
54:45
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 10:11
Pace: 1:21 / 100 m
About 11.9 s faster in the swim
Maximum predicted gap after the swim: +30.8 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 5 / 5 |
NAM
|
+113 s
+93 s
|
G4 / G2
|
19:16
19:37
|
59:57 | Show detailsPlacementPrediction: 5
80% range: 5–5
Top-10 probability: 100 %
Result: 5
Deviation: 0
SwimmingPrognoseabstand: +113 s
Time: 11:33
Pace: 1:32 / 100 m
Ergebnisabstand: +93 s
Fehler: 19.6 s
H2H: 3 Gegner:innen,
4 Duelle,
Korrektur -1.31 %,
Sicherheit 5 %
CyclingPrediction: Group 4 (1 people)
Gruppe 1: 0 %
Speed: 30.7 km/h
Gap ahead:
69.9 s
Gap behind:
82.1 s
Result: Group 2 (1 people)
Speed: 31.3 km/h
Tempo-Fehler: -0.61 km/h
Running and totalRun: 19:16 (3:51 / km)
Historical basis: 3:50 / km
Best comparable pace: 3:50 / km
Trend: +0:00 / km
Comparable races: 3
H2H: 3 Gegner:innen,
5 Duelle,
Korrektur 0.35 %,
Sicherheit 8 %
Ergebnis Lauf: 19:37 (3:55 / km)
Error: −0:21 / −0:04 / km
Overall prediction: 59:57
Data basis: 4 Races · Confidence 0.80
Swimming:
11:33
(1:32 / 100 m)
To the end of cycling (group time):
38:49
(30.7 km/h)
Run:
19:16
(3:51 / km)
Total:
59:57
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 10:11
Pace: 1:21 / 100 m
About 81.8 s faster in the swim
Maximum predicted gap after the swim: +30.8 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 6 / 6 |
KEN
|
+195 s
+203 s
|
G5 / G3
|
27:35
28:30
|
1:12:26 | Show detailsPlacementPrediction: 6
80% range: 6–6
Top-10 probability: 100 %
Result: 6
Deviation: 0
SwimmingPrognoseabstand: +195 s
Time: 12:55
Pace: 1:43 / 100 m
Ergebnisabstand: +203 s
Fehler: -8.3 s
H2H: 3 Gegner:innen,
5 Duelle,
Korrektur 0.99 %,
Sicherheit 6 %
CyclingPrediction: Group 5 (1 people)
Gruppe 1: 0 %
Speed: 28.7 km/h
Gap ahead:
82.1 s
Gap behind:
–
Result: Group 3 (1 people)
Speed: 28.2 km/h
Tempo-Fehler: 0.42 km/h
Running and totalRun: 27:35 (5:31 / km)
Historical basis: 5:26 / km
Best comparable pace: 5:14 / km
Trend: +0:00 / km
Comparable races: 6
H2H: 3 Gegner:innen,
5 Duelle,
Korrektur 1.68 %,
Sicherheit 5 %
Ergebnis Lauf: 28:30 (5:42 / km)
Error: −0:55 / −0:11 / km
Overall prediction: 1:12:26
Data basis: 12 Races · Confidence 1.00
Swimming:
12:55
(1:43 / 100 m)
To the end of cycling (group time):
41:36
(28.7 km/h)
Run:
27:35
(5:31 / km)
Total:
1:12:26
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 10:11
Pace: 1:21 / 100 m
About 163.9 s faster in the swim
Maximum predicted gap after the swim: +30.8 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|