Prediction comparison
Elite Women
17.03.2024
Bridgetown
BAR
Race information and calculation basis
2024 Americas Triathlon Cup Barbados
Datengrundlage: maximal zwölf Starts je Athlet:in, die zeitlich strikt vor 17.03.2024 liegen. Neuere Leistungen und direkte Duelle werden mit einer Halbwertszeit von 300 Tagen stärker gewichtet.
Prediction model used
Modell v14
Default values
Prediction quality
55/100
niedrig
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 70.0 % · Head-to-Head-Abdeckung 60.0 % · 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 error1.9
Mean swim error61.2 s
Mean bike-speed error2.82 km/h
Correct bike groups2/9
No history1
Within the 80% range30.0 %
| Place Prediction / result |
Athlete | Swimming Prediction / result |
Bike group Prediction / result |
Run Prediction / result |
Overall prediction | Details |
|---|---|---|---|---|---|---|
| 1 / 1 |
AUT
|
+88 s
+2 s
|
G2 / G1
|
17:08
18:19
|
50:21 | Show detailsPlacementPrediction: 1
80% range: 3–4
Top-10 probability: 100 %
Result: 1
Deviation: 0
SwimmingPrognoseabstand: +88 s
Time: 8:48
Pace: 1:10 / 100 m
Ergebnisabstand: +2 s
Fehler: 86.0 s
H2H: 2 Gegner:innen,
3 Duelle,
Korrektur -0.13 %,
Sicherheit 5 %
CyclingPrediction: Group 2 (6 people)
Gruppe 1: 5 %
Speed: 37.6 km/h
Initial Gruppe 5, später eingeholt/vereinigt
Gap ahead:
13.0 s
Gap behind:
6.8 s
Result: Group 1 (3 people)
Speed: 36.8 km/h
Tempo-Fehler: 0.85 km/h
Running and totalRun: 17:08 (3:26 / km)
Historical basis: 3:26 / km
Best comparable pace: 3:26 / km
Trend: −0:00 / km
Comparable races: 4
H2H: 2 Gegner:innen,
3 Duelle,
Korrektur -0.14 %,
Sicherheit 5 %
Ergebnis Lauf: 18:19 (3:40 / km)
Error: −1:11 / −0:14 / km
Overall prediction: 50:21
Data basis: 12 Races · Confidence 1.00
Swimming:
8:48
(1:10 / 100 m)
To the end of cycling (group time):
31:38
(37.6 km/h)
Run:
17:08
(3:26 / km)
Total:
50:21
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 7:43
Pace: 1:02 / 100 m
About 65.1 s faster in the swim
Maximum predicted gap after the swim: +22.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 2 / 2 |
CUB
|
+48 s
+0 s
|
G2 / G1
|
18:14
18:40
|
51:27 | Show detailsPlacementPrediction: 2
80% range: 3–6
Top-10 probability: 100 %
Result: 2
Deviation: 0
SwimmingPrognoseabstand: +48 s
Time: 8:08
Pace: 1:05 / 100 m
Ergebnisabstand: +0 s
Fehler: 48.4 s
H2H: 2 Gegner:innen,
2 Duelle,
Korrektur 0.10 %,
Sicherheit 3 %
CyclingPrediction: Group 2 (6 people)
Gruppe 1: 4 %
Speed: 37.6 km/h
Initial Gruppe 2, später eingeholt/vereinigt
Gap ahead:
0.9 s
Gap behind:
9.9 s
Result: Group 1 (3 people)
Speed: 36.7 km/h
Tempo-Fehler: 0.98 km/h
Running and totalRun: 18:14 (3:39 / km)
Historical basis: 3:39 / km
Best comparable pace: 3:16 / km
Trend: −0:02 / km
Comparable races: 5
H2H: 2 Gegner:innen,
2 Duelle,
Korrektur 0.39 %,
Sicherheit 3 %
Ergebnis Lauf: 18:40 (3:44 / km)
Error: −0:26 / −0:05 / km
Overall prediction: 51:27
Data basis: 12 Races · Confidence 1.00
Swimming:
8:08
(1:05 / 100 m)
To the end of cycling (group time):
31:38
(37.6 km/h)
Run:
18:14
(3:39 / km)
Total:
51:27
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 7:43
Pace: 1:02 / 100 m
About 25.5 s faster in the swim
Maximum predicted gap after the swim: +22.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 3 / 3 |
CAN
|
+95 s
+3 s
|
G2 / G1
|
18:44
18:49
|
51:57 | Show detailsPlacementPrediction: 3
80% range: 5–7
Top-10 probability: 100 %
Result: 3
Deviation: 0
SwimmingPrognoseabstand: +95 s
Time: 8:55
Pace: 1:11 / 100 m
Ergebnisabstand: +3 s
Fehler: 91.8 s
H2H: 2 Gegner:innen,
2 Duelle,
Korrektur 0.24 %,
Sicherheit 8 %
CyclingPrediction: Group 2 (6 people)
Gruppe 1: 1 %
Speed: 37.6 km/h
Initial Gruppe 6, später eingeholt/vereinigt
Gap ahead:
6.8 s
Gap behind:
10.6 s
Result: Group 1 (3 people)
Speed: 36.9 km/h
Tempo-Fehler: 0.72 km/h
Running and totalRun: 18:44 (3:45 / km)
Historical basis: 3:44 / km
Best comparable pace: 3:40 / km
Trend: +0:00 / km
Comparable races: 3
H2H: 2 Gegner:innen,
2 Duelle,
Korrektur 0.34 %,
Sicherheit 8 %
Ergebnis Lauf: 18:49 (3:46 / km)
Error: −0:05 / −0:01 / km
Overall prediction: 51:57
Data basis: 12 Races · Confidence 1.00
Swimming:
8:55
(1:11 / 100 m)
To the end of cycling (group time):
31:38
(37.6 km/h)
Run:
18:44
(3:45 / km)
Total:
51:57
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 7:43
Pace: 1:02 / 100 m
About 71.9 s faster in the swim
Maximum predicted gap after the swim: +22.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 4 / 4 |
USA
|
+105 s
+1 s
|
G3 / G2
|
18:13
18:45
|
52:30 | Show detailsPlacementPrediction: 4
80% range: 4–7
Top-10 probability: 100 %
Result: 4
Deviation: 0
SwimmingPrognoseabstand: +105 s
Time: 9:05
Pace: 1:13 / 100 m
Ergebnisabstand: +1 s
Fehler: 104.4 s
H2H: 2 Gegner:innen,
2 Duelle,
Korrektur -0.73 %,
Sicherheit 5 %
CyclingPrediction: Group 3 (2 people)
Gruppe 1: 0 %
Speed: 36.9 km/h
Initial Gruppe 7, später eingeholt/vereinigt
Gap ahead:
10.6 s
Gap behind:
2.1 s
Result: Group 2 (2 people)
Speed: 35.5 km/h
Tempo-Fehler: 1.44 km/h
Running and totalRun: 18:13 (3:39 / km)
Historical basis: 3:40 / km
Best comparable pace: 3:36 / km
Trend: +0:00 / km
Comparable races: 3
H2H: 2 Gegner:innen,
2 Duelle,
Korrektur -0.61 %,
Sicherheit 5 %
Ergebnis Lauf: 18:45 (3:45 / km)
Error: −0:32 / −0:06 / km
Overall prediction: 52:30
Data basis: 12 Races · Confidence 1.00
Swimming:
9:05
(1:13 / 100 m)
To the end of cycling (group time):
32:29
(36.9 km/h)
Run:
18:13
(3:39 / km)
Total:
52:30
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 7:43
Pace: 1:02 / 100 m
About 82.5 s faster in the swim
Maximum predicted gap after the swim: +22.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 5 / 5 |
CAN
|
+48 s
+4 s
|
G2 / G2
correct
|
19:27
20:08
|
52:40 | Show detailsPlacementPrediction: 5
80% range: 4–8
Top-10 probability: 100 %
Result: 5
Deviation: 0
SwimmingPrognoseabstand: +48 s
Time: 8:08
Pace: 1:05 / 100 m
Ergebnisabstand: +4 s
Fehler: 43.5 s
H2H: 3 Gegner:innen,
4 Duelle,
Korrektur 0.33 %,
Sicherheit 7 %
CyclingPrediction: Group 2 (6 people)
Gruppe 1: 4 %
Speed: 37.6 km/h
Initial Gruppe 2, später eingeholt/vereinigt
Gap ahead:
28.5 s
Gap behind:
0.9 s
Result: Group 2 (2 people)
Speed: 35.5 km/h
Tempo-Fehler: 2.16 km/h
Running and totalRun: 19:27 (3:53 / km)
Historical basis: 3:53 / km
Best comparable pace: 3:41 / km
Trend: +0:00 / km
Comparable races: 3
H2H: 3 Gegner:innen,
4 Duelle,
Korrektur -0.01 %,
Sicherheit 7 %
Ergebnis Lauf: 20:08 (4:02 / km)
Error: −0:41 / −0:08 / km
Overall prediction: 52:40
Data basis: 12 Races · Confidence 1.00
Swimming:
8:08
(1:05 / 100 m)
To the end of cycling (group time):
31:38
(37.6 km/h)
Run:
19:27
(3:53 / km)
Total:
52:40
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 7:43
Pace: 1:02 / 100 m
About 24.6 s faster in the swim
Maximum predicted gap after the swim: +22.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 6 / 9 |
CAN
|
+58 s
+7 s
|
G2 / G3
|
20:11
24:11
|
53:24 | Show detailsPlacementPrediction: 6
80% range: 7–8
Top-10 probability: 100 %
Result: 9
Deviation: -3
SwimmingPrognoseabstand: +58 s
Time: 8:18
Pace: 1:06 / 100 m
Ergebnisabstand: +7 s
Fehler: 51.3 s
H2H: 1 Gegner:innen,
1 Duelle,
Korrektur 0.00 %,
Sicherheit 4 %
CyclingPrediction: Group 2 (6 people)
Gruppe 1: 1 %
Speed: 37.6 km/h
Initial Gruppe 3, später eingeholt/vereinigt
Gap ahead:
9.9 s
Gap behind:
16.7 s
Result: Group 3 (3 people)
Speed: 33.3 km/h
Tempo-Fehler: 4.34 km/h
Running and totalRun: 20:11 (4:02 / km)
Historical basis: 4:02 / km
Best comparable pace: 4:02 / km
Trend: +0:00 / km
Comparable races: 2
H2H: 1 Gegner:innen,
1 Duelle,
Korrektur 0.00 %,
Sicherheit 4 %
Ergebnis Lauf: 24:11 (4:50 / km)
Error: −4:00 / −0:48 / km
Overall prediction: 53:24
Data basis: 2 Races · Confidence 0.40
Swimming:
8:18
(1:06 / 100 m)
To the end of cycling (group time):
31:38
(37.6 km/h)
Run:
20:11
(4:02 / km)
Total:
53:24
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 7:40
Pace: 1:01 / 100 m
About 37.9 s faster in the swim
Maximum predicted gap after the swim: +20.4 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 7 / 8 |
CAN
|
+108 s
+5 s
|
G3 / G3
correct
|
23:24
22:23
|
57:41 | Show detailsPlacementPrediction: 7
80% range: 9–9
Top-10 probability: 100 %
Result: 8
Deviation: -1
SwimmingPrognoseabstand: +108 s
Time: 9:08
Pace: 1:13 / 100 m
Ergebnisabstand: +5 s
Fehler: 102.5 s
CyclingPrediction: Group 3 (2 people)
Gruppe 1: 0 %
Speed: 36.9 km/h
Initial Gruppe 7, später eingeholt/vereinigt
Gap ahead:
2.1 s
Gap behind:
–
Result: Group 3 (3 people)
Speed: 33.4 km/h
Tempo-Fehler: 3.51 km/h
Running and totalRun: 23:24 (4:41 / km)
Historical basis: 4:41 / km
Best comparable pace: 4:18 / km
Trend: +0:00 / km
Comparable races: 2
Ergebnis Lauf: 22:23 (4:29 / km)
Error: +1:01 / +0:12 / km
Overall prediction: 57:41
Data basis: 5 Races · Confidence 1.00
Swimming:
9:08
(1:13 / 100 m)
To the end of cycling (group time):
32:29
(36.9 km/h)
Run:
23:24
(4:41 / km)
Total:
57:41
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 7:43
Pace: 1:02 / 100 m
About 84.6 s faster in the swim
Maximum predicted gap after the swim: +22.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 0 / 6 |
CAN
|
+19 s
+14 s
|
G1 / G3
|
20:52
|
Show detailsPlacementPrediction: 0
80% range: 1–1
Top-10 probability: 100 %
Result: 6
Deviation: -6
SwimmingPrognoseabstand: +19 s
Time: 7:39
Pace: 1:01 / 100 m
Ergebnisabstand: +14 s
Fehler: 5.0 s
CyclingPrediction: Group 1 (1 people)
Gruppe 1: 99 %
Speed: 40.5 km/h
Gap ahead:
–
Gap behind:
28.5 s
Result: Group 3 (3 people)
Speed: 33.4 km/h
Tempo-Fehler: 7.02 km/h
Running and totalRun: ()
Historical basis:
Best comparable pace:
Trend: +0:00 / km
Comparable races: 0
Fallback calculation from other run distances
Ergebnis Lauf: 20:52 (4:10 / km)
Error: /
Overall prediction:
Data basis: 12 Races · Confidence 1.00
Swimming:
7:39
(1:01 / 100 m)
To the end of cycling (group time):
29:40
(40.5 km/h)
Run:
–
Total:
not fully calculable
|
|
| 0 / 7 |
PER
|
+75 s
+57 s
|
G2 / G4
|
20:14
|
Show detailsPlacementPrediction: 0
80% range: 2–2
Top-10 probability: 100 %
Result: 7
Deviation: -7
SwimmingPrognoseabstand: +75 s
Time: 8:35
Pace: 1:09 / 100 m
Ergebnisabstand: +57 s
Fehler: 18.0 s
CyclingPrediction: Group 2 (6 people)
Gruppe 1: 1 %
Speed: 37.6 km/h
Initial Gruppe 4, später eingeholt/vereinigt
Gap ahead:
16.7 s
Gap behind:
13.0 s
Result: Group 4 (1 people)
Speed: 33.3 km/h
Tempo-Fehler: 4.33 km/h
Running and totalRun: ()
Historical basis:
Best comparable pace:
Trend: +0:00 / km
Comparable races: 0
Fallback calculation from other run distances
Ergebnis Lauf: 20:14 (4:03 / km)
Error: /
Overall prediction:
Data basis: 1 Races · Confidence 0.20
Swimming:
8:35
(1:09 / 100 m)
To the end of cycling (group time):
31:38
(37.6 km/h)
Run:
–
Total:
not fully calculable
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 7:43
Pace: 1:02 / 100 m
About 52.1 s faster in the swim
Maximum predicted gap after the swim: +22.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
|
| 0 / 10 |
GRN
|
+0 s
+35 s
|
G0 / G5
|
23:02
|
Show detailsPlacementPrediction: 0
80% range: 10–10
Top-10 probability: 100 %
Result: 10
Deviation:
SwimmingPrognoseabstand: +0 s
Time: 7:20
Pace: 0:59 / 100 m
Ergebnisabstand: +35 s
Fehler: 0.0 s
CyclingPrediction: Group 0 (0 people)
Gruppe 1: 0 %
Speed: 0.0 km/h
Gap ahead:
–
Gap behind:
–
Result: Group 5 (1 people)
Speed: 31.9 km/h
Tempo-Fehler: 0.00 km/h
Running and totalRun: ()
Historical basis:
Best comparable pace:
Trend: +0:00 / km
Comparable races: 0
Fallback calculation from other run distances
Ergebnis Lauf: 23:02 (4:36 / km)
Error: /
Overall prediction:
Data basis: 0 Races · Confidence 0.00
Swimming:
7:20
(0:59 / 100 m)
To the end of cycling (group time):
–
Run:
–
Total:
not fully calculable
Target first bike group at the bike finish
Cannot be calculated without a swim distance or historical swim data.
|