Prediction comparison
PTS2 Women
23.09.2023
Pontevedra
ESP
Race information and calculation basis
2023 World Triathlon Para Championships Pontevedra
Datengrundlage: maximal zwölf Starts je Athlet:in, die zeitlich strikt vor 23.09.2023 liegen. Neuere Leistungen und direkte Duelle werden mit einer Halbwertszeit von 300 Tagen stärker gewichtet.
Prediction model used
Modell v15
Default values
Prediction quality
39/100
sehr 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 37.5 % · Head-to-Head-Abdeckung 62.5 % · 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 error2.3
Mean swim error50.4 s
Mean bike-speed error3.37 km/h
Correct bike groups3/8
No history0
Within the 80% range25.0 %
| Details | ||||||
|---|---|---|---|---|---|---|
| 1 / 4 |
USA
|
+20 s
+46 s
|
G1 / G5
|
25:13
23:40
|
1:02:44 | Show detailsPlacementPrediction: 1
80% range: 2–3
Top-10 probability: 100 %
Result: 4
Deviation: -3
SwimmingPrognoseabstand: +20 s
Time: 12:41
Pace: 1:41 / 100 m
Ergebnisabstand: +46 s
Fehler: -26.0 s
H2H: 4 Gegner:innen,
5 Duelle,
Korrektur 0.30 %,
Sicherheit 16 %
CyclingPrediction: Group 1 (4 people)
Gruppe 1: 80 %
Speed: 31.6 km/h
Initial Gruppe 2, später eingeholt/vereinigt
Gap ahead:
20.0 s
Gap behind:
15.8 s
Result: Group 5 (1 people)
Speed: 29.0 km/h
Tempo-Fehler: 2.63 km/h
Running and totalRun: 25:13 (5:03 / km)
Historical basis: 5:02 / km
Best comparable pace: 5:00 / km
Trend: +0:00 / km
Comparable races: 2
H2H: 4 Gegner:innen,
5 Duelle,
Korrektur 0.08 %,
Sicherheit 19 %
Ergebnis Lauf: 23:40 (4:44 / km)
Error: +1:33 / +0:19 / km
Overall prediction: 1:02:44
Data basis: 12 Races · Confidence 1.00
Swimming:
12:41
(1:41 / 100 m)
To the end of cycling (group time):
36:55
(31.6 km/h)
Run:
25:13
(5:03 / km)
Total:
1:02:44
|
| 2 / 1 |
USA
|
+36 s
+0 s
|
G1 / G1
correct
|
25:29
23:34
|
1:03:00 | Show detailsPlacementPrediction: 2
80% range: 2–3
Top-10 probability: 100 %
Result: 1
Deviation: 1
SwimmingPrognoseabstand: +36 s
Time: 12:57
Pace: 1:44 / 100 m
Ergebnisabstand: +0 s
Fehler: 35.8 s
H2H: 4 Gegner:innen,
5 Duelle,
Korrektur -0.78 %,
Sicherheit 16 %
CyclingPrediction: Group 1 (4 people)
Gruppe 1: 74 %
Speed: 31.6 km/h
Initial Gruppe 3, später eingeholt/vereinigt
Gap ahead:
15.8 s
Gap behind:
17.2 s
Result: Group 1 (1 people)
Speed: 36.2 km/h
Tempo-Fehler: -4.56 km/h
Running and totalRun: 25:29 (5:06 / km)
Historical basis: 5:05 / km
Best comparable pace: 5:05 / km
Trend: +0:00 / km
Comparable races: 2
H2H: 4 Gegner:innen,
5 Duelle,
Korrektur 0.42 %,
Sicherheit 19 %
Ergebnis Lauf: 23:34 (4:43 / km)
Error: +1:55 / +0:23 / km
Overall prediction: 1:03:00
Data basis: 12 Races · Confidence 1.00
Swimming:
12:57
(1:44 / 100 m)
To the end of cycling (group time):
36:55
(31.6 km/h)
Run:
25:29
(5:06 / km)
Total:
1:03:00
|
| 3 / 2 |
AUS
|
+254 s
+125 s
|
G2 / G2
correct
|
26:29
22:01
|
1:08:44 | Show detailsPlacementPrediction: 3
80% range: 4–4
Top-10 probability: 100 %
Result: 2
Deviation: 1
SwimmingPrognoseabstand: +254 s
Time: 16:35
Pace: 2:13 / 100 m
Ergebnisabstand: +125 s
Fehler: 129.0 s
H2H: 4 Gegner:innen,
4 Duelle,
Korrektur -1.07 %,
Sicherheit 15 %
CyclingPrediction: Group 2 (3 people)
Gruppe 1: 0 %
Speed: 29.9 km/h
Initial Gruppe 7, später eingeholt/vereinigt
Gap ahead:
151.7 s
Gap behind:
–
Result: Group 2 (1 people)
Speed: 32.9 km/h
Tempo-Fehler: -3.02 km/h
Running and totalRun: 26:29 (5:18 / km)
Historical basis: 5:21 / km
Best comparable pace: 4:58 / km
Trend: +0:00 / km
Comparable races: 2
H2H: 4 Gegner:innen,
4 Duelle,
Korrektur -1.15 %,
Sicherheit 15 %
Ergebnis Lauf: 22:01 (4:24 / km)
Error: +4:28 / +0:54 / km
Overall prediction: 1:08:44
Data basis: 3 Races · Confidence 0.60
Swimming:
16:35
(2:13 / 100 m)
To the end of cycling (group time):
38:01
(29.9 km/h)
Run:
26:29
(5:18 / km)
Total:
1:08:44
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 13:10
Pace: 1:45 / 100 m
About 205.1 s faster in the swim
Maximum predicted gap after the swim: +48.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 4 / 5 |
JPN
|
+0 s
+22 s
|
G1 / G4
|
34:28
27:30
|
1:11:59 | Show detailsPlacementPrediction: 4
80% range: 5–5
Top-10 probability: 100 %
Result: 5
Deviation: -1
SwimmingPrognoseabstand: +0 s
Time: 12:21
Pace: 1:39 / 100 m
Ergebnisabstand: +22 s
Fehler: -22.0 s
CyclingPrediction: Group 1 (4 people)
Gruppe 1: 100 %
Speed: 31.6 km/h
Initial Gruppe 1, später eingeholt/vereinigt
Gap ahead:
–
Gap behind:
0.0 s
Result: Group 4 (1 people)
Speed: 29.4 km/h
Tempo-Fehler: 2.28 km/h
Running and totalRun: 34:28 (6:54 / km)
Historical basis: 6:54 / km
Best comparable pace: 6:54 / km
Trend: +0:00 / km
Comparable races: 1
Ergebnis Lauf: 27:30 (5:30 / km)
Error: +6:58 / +1:24 / km
Overall prediction: 1:11:59
Data basis: 12 Races · Confidence 1.00
Swimming:
12:21
(1:39 / 100 m)
To the end of cycling (group time):
36:55
(31.6 km/h)
Run:
34:28
(6:54 / km)
Total:
1:11:59
|
| 5 / 7 |
ITA
|
+102 s
+124 s
|
G2 / G8
|
30:33
25:29
|
1:12:48 | Show detailsPlacementPrediction: 5
80% range: 6–6
Top-10 probability: 100 %
Result: 7
Deviation: -2
SwimmingPrognoseabstand: +102 s
Time: 14:03
Pace: 1:52 / 100 m
Ergebnisabstand: +124 s
Fehler: -21.7 s
H2H: 4 Gegner:innen,
4 Duelle,
Korrektur 0.80 %,
Sicherheit 15 %
CyclingPrediction: Group 2 (3 people)
Gruppe 1: 0 %
Speed: 29.9 km/h
Initial Gruppe 6, später eingeholt/vereinigt
Gap ahead:
37.5 s
Gap behind:
151.7 s
Result: Group 8 (1 people)
Speed: 25.1 km/h
Tempo-Fehler: 4.72 km/h
Running and totalRun: 30:33 (6:07 / km)
Historical basis: 6:06 / km
Best comparable pace: 6:06 / km
Trend: +0:00 / km
Comparable races: 1
H2H: 4 Gegner:innen,
4 Duelle,
Korrektur 0.26 %,
Sicherheit 15 %
Ergebnis Lauf: 25:29 (5:06 / km)
Error: +5:04 / +1:01 / km
Overall prediction: 1:12:48
Data basis: 10 Races · Confidence 1.00
Swimming:
14:03
(1:52 / 100 m)
To the end of cycling (group time):
38:01
(29.9 km/h)
Run:
30:33
(6:07 / km)
Total:
1:12:48
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 12:45
Pace: 1:42 / 100 m
About 78.4 s faster in the swim
Maximum predicted gap after the swim: +23.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 6 / 3 |
USA
|
+53 s
+25 s
|
G3 / G3
correct
|
36:04
22:02
|
1:19:33 | Show detailsPlacementPrediction: 6
80% range: 7–7
Top-10 probability: 100 %
Result: 3
Deviation: 3
SwimmingPrognoseabstand: +53 s
Time: 13:14
Pace: 1:46 / 100 m
Ergebnisabstand: +25 s
Fehler: 28.0 s
CyclingPrediction: Group 3 (1 people)
Gruppe 1: 0 %
Speed: 27.6 km/h
Initial Gruppe 4, später eingeholt/vereinigt
Gap ahead:
17.2 s
Gap behind:
11.8 s
Result: Group 3 (1 people)
Speed: 30.1 km/h
Tempo-Fehler: -2.51 km/h
Running and totalRun: 36:04 (7:13 / km)
Historical basis: 7:13 / km
Best comparable pace: 7:13 / km
Trend: +0:00 / km
Comparable races: 1
Fallback calculation from other run distances
Ergebnis Lauf: 22:02 (4:24 / km)
Error: +14:02 / +2:48 / km
Overall prediction: 1:19:33
Data basis: 12 Races · Confidence 1.00
Swimming:
13:14
(1:46 / 100 m)
To the end of cycling (group time):
42:36
(27.6 km/h)
Run:
36:04
(7:13 / km)
Total:
1:19:33
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 12:45
Pace: 1:42 / 100 m
About 29.1 s faster in the swim
Maximum predicted gap after the swim: +23.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 7 / 8 |
ESP
|
+65 s
+56 s
|
G2 / G6
|
37:37
31:11
|
1:19:52 | Show detailsPlacementPrediction: 7
80% range: 8–8
Top-10 probability: 100 %
Result: 8
Deviation: -1
SwimmingPrognoseabstand: +65 s
Time: 13:26
Pace: 1:47 / 100 m
Ergebnisabstand: +56 s
Fehler: 8.8 s
H2H: 4 Gegner:innen,
4 Duelle,
Korrektur 0.80 %,
Sicherheit 15 %
CyclingPrediction: Group 2 (3 people)
Gruppe 1: 0 %
Speed: 29.9 km/h
Initial Gruppe 5, später eingeholt/vereinigt
Gap ahead:
11.8 s
Gap behind:
37.5 s
Result: Group 6 (1 people)
Speed: 27.5 km/h
Tempo-Fehler: 2.33 km/h
Running and totalRun: 37:37 (7:31 / km)
Historical basis: 7:30 / km
Best comparable pace: 7:30 / km
Trend: +0:00 / km
Comparable races: 1
H2H: 4 Gegner:innen,
4 Duelle,
Korrektur 0.26 %,
Sicherheit 15 %
Ergebnis Lauf: 31:11 (6:14 / km)
Error: +6:26 / +1:17 / km
Overall prediction: 1:19:52
Data basis: 12 Races · Confidence 1.00
Swimming:
13:26
(1:47 / 100 m)
To the end of cycling (group time):
38:01
(29.9 km/h)
Run:
37:37
(7:31 / 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: 12:45
Pace: 1:42 / 100 m
About 40.9 s faster in the swim
Maximum predicted gap after the swim: +23.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 0 / 6 |
GER
|
+0 s
+132 s
|
G1 / G7
|
25:46
|
Show detailsPlacementPrediction: 0
80% range: 1–1
Top-10 probability: 100 %
Result: 6
Deviation: -6
SwimmingPrognoseabstand: +0 s
Time: 12:21
Pace: 1:39 / 100 m
Ergebnisabstand: +132 s
Fehler: -132.0 s
CyclingPrediction: Group 1 (4 people)
Gruppe 1: 94 %
Speed: 31.6 km/h
Initial Gruppe 1, später eingeholt/vereinigt
Gap ahead:
0.0 s
Gap behind:
20.0 s
Result: Group 7 (1 people)
Speed: 26.8 km/h
Tempo-Fehler: 4.87 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: 25:46 (5:09 / km)
Error: /
Overall prediction:
Data basis: 1 Races · Confidence 0.20
Swimming:
12:21
(1:39 / 100 m)
To the end of cycling (group time):
36:55
(31.6 km/h)
Run:
–
Total:
not fully calculable
|