Prediction comparison
45-49 Male AG
10.09.2023
Riva del Garda
ITA
Race information and calculation basis
2023 Europe Triathlon Cross Championships Riva del Garda-Trentino
Datengrundlage: maximal zwölf Starts je Athlet:in, die zeitlich strikt vor 10.09.2023 liegen. Neuere Leistungen und direkte Duelle werden mit einer Halbwertszeit von 300 Tagen stärker gewichtet.
Prediction model used
Modell v14
Default values
Prediction quality
24/100
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 7.7 % · Head-to-Head-Abdeckung 46.2 % · 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 error5.6
Mean swim error59.5 s
Mean bike-speed error13.23 km/h
Correct bike groups0/10
No history3
Within the 80% range7.7 %
| Place Prediction / result |
Athlete | Swimming Prediction / result |
Bike group Prediction / result |
Run Prediction / result |
Overall prediction | Details |
|---|---|---|---|---|---|---|
| 1 / 3 |
ESP
|
+87 s
+0 s
|
G1 / G2
|
43:26
23:23
|
1:14:37 | Show detailsPlacementPrediction: 1
80% range: 5–6
Top-10 probability: 100 %
Result: 3
Deviation: -2
SwimmingPrognoseabstand: +87 s
Time: 15:47
Pace: 1:31 / 100 m
Ergebnisabstand: +0 s
Fehler: 87.0 s
H2H: 5 Gegner:innen,
5 Duelle,
Korrektur 0.27 %,
Sicherheit 28 %
CyclingPrediction: Group 1 (2 people)
Gruppe 1: 58 %
Speed: 41.4 km/h
Initial Gruppe 2, später eingeholt/vereinigt
Gap ahead:
21.0 s
Gap behind:
55.6 s
Result: Group 2 (1 people)
Speed: 16.8 km/h
Tempo-Fehler: 24.58 km/h
Running and totalRun: 43:26 (7:14 / km)
Historical basis: 7:25 / km
Best comparable pace: 4:23 / km
Trend: +0:00 / km
Comparable races: 2
H2H: 5 Gegner:innen,
5 Duelle,
Korrektur -2.47 %,
Sicherheit 28 %
Ergebnis Lauf: 23:23 (3:54 / km)
Error: +20:03 / +3:21 / km
Overall prediction: 1:14:37
Data basis: 12 Races · Confidence 1.00
Swimming:
15:47
(1:31 / 100 m)
To the end of cycling (group time):
29:44
(41.4 km/h)
Run:
43:26
(7:14 / km)
Total:
1:14:37
|
| 2 / 1 |
FRA
|
+145 s
+72 s
|
G2 / G1
|
24:55
20:55
|
1:20:30 | Show detailsPlacementPrediction: 2
80% range: 6–7
Top-10 probability: 100 %
Result: 1
Deviation: 1
SwimmingPrognoseabstand: +145 s
Time: 16:45
Pace: 1:37 / 100 m
Ergebnisabstand: +72 s
Fehler: 72.6 s
H2H: 5 Gegner:innen,
5 Duelle,
Korrektur 0.27 %,
Sicherheit 28 %
CyclingPrediction: Group 2 (8 people)
Gruppe 1: 0 %
Speed: 25.0 km/h
Initial Gruppe 3, später eingeholt/vereinigt
Gap ahead:
2.0 s
Gap behind:
22.3 s
Result: Group 1 (1 people)
Speed: 19.4 km/h
Tempo-Fehler: 5.61 km/h
Running and totalRun: 24:55 (4:09 / km)
Historical basis: 4:05 / km
Best comparable pace: 4:05 / km
Trend: +0:00 / km
Comparable races: 1
H2H: 5 Gegner:innen,
5 Duelle,
Korrektur 1.59 %,
Sicherheit 28 %
Ergebnis Lauf: 20:55 (3:29 / km)
Error: +4:00 / +0:40 / km
Overall prediction: 1:20:30
Data basis: 8 Races · Confidence 1.00
Swimming:
16:45
(1:37 / 100 m)
To the end of cycling (group time):
47:59
(25.0 km/h)
Run:
24:55
(4:09 / km)
Total:
1:20:30
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 15:30
Pace: 1:29 / 100 m
About 74.7 s faster in the swim
Maximum predicted gap after the swim: +69.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 3 / 7 |
ITA
|
+143 s
+65 s
|
G2 / G7
|
30:10
24:29
|
1:25:45 | Show detailsPlacementPrediction: 3
80% range: 5–7
Top-10 probability: 100 %
Result: 7
Deviation: -4
SwimmingPrognoseabstand: +143 s
Time: 16:43
Pace: 1:36 / 100 m
Ergebnisabstand: +65 s
Fehler: 77.6 s
H2H: 5 Gegner:innen,
5 Duelle,
Korrektur 0.27 %,
Sicherheit 28 %
CyclingPrediction: Group 2 (8 people)
Gruppe 1: 0 %
Speed: 25.0 km/h
Initial Gruppe 3, später eingeholt/vereinigt
Gap ahead:
55.6 s
Gap behind:
2.0 s
Result: Group 7 (1 people)
Speed: 15.3 km/h
Tempo-Fehler: 9.74 km/h
Running and totalRun: 30:10 (5:02 / km)
Historical basis: 4:57 / km
Best comparable pace: 4:57 / km
Trend: +0:00 / km
Comparable races: 1
H2H: 5 Gegner:innen,
5 Duelle,
Korrektur 1.59 %,
Sicherheit 28 %
Ergebnis Lauf: 24:29 (4:05 / km)
Error: +5:41 / +0:57 / km
Overall prediction: 1:25:45
Data basis: 2 Races · Confidence 0.40
Swimming:
16:43
(1:36 / 100 m)
To the end of cycling (group time):
47:59
(25.0 km/h)
Run:
30:10
(5:02 / km)
Total:
1:25:45
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 15:51
Pace: 1:31 / 100 m
About 51.7 s faster in the swim
Maximum predicted gap after the swim: +90.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 4 / 5 |
GBR
|
+225 s
+244 s
|
G2 / G5
|
31:39
25:15
|
1:27:14 | Show detailsPlacementPrediction: 4
80% range: 8–9
Top-10 probability: 100 %
Result: 5
Deviation: -1
SwimmingPrognoseabstand: +225 s
Time: 18:05
Pace: 1:44 / 100 m
Ergebnisabstand: +244 s
Fehler: -19.5 s
H2H: 5 Gegner:innen,
5 Duelle,
Korrektur 0.27 %,
Sicherheit 28 %
CyclingPrediction: Group 2 (8 people)
Gruppe 1: 0 %
Speed: 25.0 km/h
Initial Gruppe 5, später eingeholt/vereinigt
Gap ahead:
57.6 s
Gap behind:
36.4 s
Result: Group 5 (1 people)
Speed: 16.5 km/h
Tempo-Fehler: 8.53 km/h
Running and totalRun: 31:39 (5:16 / km)
Historical basis: 5:12 / km
Best comparable pace: 5:12 / km
Trend: +0:00 / km
Comparable races: 1
H2H: 5 Gegner:innen,
5 Duelle,
Korrektur 1.59 %,
Sicherheit 28 %
Ergebnis Lauf: 25:15 (4:13 / km)
Error: +6:24 / +1:04 / km
Overall prediction: 1:27:14
Data basis: 12 Races · Confidence 1.00
Swimming:
18:05
(1:44 / 100 m)
To the end of cycling (group time):
47:59
(25.0 km/h)
Run:
31:39
(5:16 / km)
Total:
1:27:14
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 15:51
Pace: 1:31 / 100 m
About 133.6 s faster in the swim
Maximum predicted gap after the swim: +90.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 5 / 13 |
GBR
|
+261 s
+260 s
|
G2 / G13
|
31:52
26:28
|
1:27:27 | Show detailsPlacementPrediction: 5
80% range: 8–9
Top-10 probability: 100 %
Result: 13
Deviation: -8
SwimmingPrognoseabstand: +261 s
Time: 18:41
Pace: 1:48 / 100 m
Ergebnisabstand: +260 s
Fehler: 0.9 s
H2H: 5 Gegner:innen,
5 Duelle,
Korrektur -1.32 %,
Sicherheit 28 %
CyclingPrediction: Group 2 (8 people)
Gruppe 1: 0 %
Speed: 25.0 km/h
Initial Gruppe 6, später eingeholt/vereinigt
Gap ahead:
36.4 s
Gap behind:
115.1 s
Result: Group 13 (1 people)
Speed: 11.7 km/h
Tempo-Fehler: 13.27 km/h
Running and totalRun: 31:52 (5:19 / km)
Historical basis: 5:14 / km
Best comparable pace: 5:14 / km
Trend: +0:00 / km
Comparable races: 1
H2H: 5 Gegner:innen,
5 Duelle,
Korrektur 1.59 %,
Sicherheit 28 %
Ergebnis Lauf: 26:28 (4:25 / km)
Error: +5:24 / +0:54 / km
Overall prediction: 1:27:27
Data basis: 12 Races · Confidence 1.00
Swimming:
18:41
(1:48 / 100 m)
To the end of cycling (group time):
47:59
(25.0 km/h)
Run:
31:52
(5:19 / km)
Total:
1:27:27
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 15:51
Pace: 1:31 / 100 m
About 170 s faster in the swim
Maximum predicted gap after the swim: +90.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 6 / 8 |
ITA
|
+167 s
+109 s
|
G2 / G8
|
33:08
28:27
|
1:28:43 | Show detailsPlacementPrediction: 6
80% range: 10–10
Top-10 probability: 100 %
Result: 8
Deviation: -2
SwimmingPrognoseabstand: +167 s
Time: 17:07
Pace: 1:39 / 100 m
Ergebnisabstand: +109 s
Fehler: 57.9 s
H2H: 5 Gegner:innen,
5 Duelle,
Korrektur 0.27 %,
Sicherheit 28 %
CyclingPrediction: Group 2 (8 people)
Gruppe 1: 0 %
Speed: 25.0 km/h
Initial Gruppe 4, später eingeholt/vereinigt
Gap ahead:
22.3 s
Gap behind:
57.6 s
Result: Group 8 (1 people)
Speed: 14.4 km/h
Tempo-Fehler: 10.61 km/h
Running and totalRun: 33:08 (5:31 / km)
Historical basis: 5:26 / km
Best comparable pace: 5:26 / km
Trend: +0:00 / km
Comparable races: 1
H2H: 5 Gegner:innen,
5 Duelle,
Korrektur 1.59 %,
Sicherheit 28 %
Ergebnis Lauf: 28:27 (4:45 / km)
Error: +4:41 / +0:47 / km
Overall prediction: 1:28:43
Data basis: 1 Races · Confidence 0.20
Swimming:
17:07
(1:39 / 100 m)
To the end of cycling (group time):
47:59
(25.0 km/h)
Run:
33:08
(5:31 / km)
Total:
1:28:43
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 15:51
Pace: 1:31 / 100 m
About 76 s faster in the swim
Maximum predicted gap after the swim: +90.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 0 / 2 |
ITA
|
+0 s
+172 s
|
G0 / G3
|
22:38
|
Show detailsPlacementPrediction: 0
80% range: 11–11
Top-10 probability: 0 %
Result: 2
Deviation:
SwimmingPrognoseabstand: +0 s
Time: 14:20
Pace: 1:23 / 100 m
Ergebnisabstand: +172 s
Fehler: 0.0 s
CyclingPrediction: Group 0 (0 people)
Gruppe 1: 0 %
Speed: 0.0 km/h
Gap ahead:
–
Gap behind:
–
Result: Group 3 (1 people)
Speed: 17.4 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: 22:38 (3:46 / km)
Error: /
Overall prediction:
Data basis: 0 Races · Confidence 0.00
Swimming:
14:20
(1:23 / 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.
|
|
| 0 / 4 |
ITA
|
+0 s
+132 s
|
G0 / G4
|
21:26
|
Show detailsPlacementPrediction: 0
80% range: 12–12
Top-10 probability: 0 %
Result: 4
Deviation:
SwimmingPrognoseabstand: +0 s
Time: 14:20
Pace: 1:23 / 100 m
Ergebnisabstand: +132 s
Fehler: 0.0 s
CyclingPrediction: Group 0 (0 people)
Gruppe 1: 0 %
Speed: 0.0 km/h
Gap ahead:
–
Gap behind:
–
Result: Group 4 (1 people)
Speed: 16.1 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: 21:26 (3:34 / km)
Error: /
Overall prediction:
Data basis: 0 Races · Confidence 0.00
Swimming:
14:20
(1:23 / 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.
|
|
| 0 / 6 |
FRA
|
+66 s
+57 s
|
G1 / G6
|
25:48
|
Show detailsPlacementPrediction: 0
80% range: 1–1
Top-10 probability: 100 %
Result: 6
Deviation: -6
SwimmingPrognoseabstand: +66 s
Time: 15:26
Pace: 1:29 / 100 m
Ergebnisabstand: +57 s
Fehler: 9.0 s
CyclingPrediction: Group 1 (2 people)
Gruppe 1: 84 %
Speed: 41.4 km/h
Initial Gruppe 1, später eingeholt/vereinigt
Gap ahead:
–
Gap behind:
21.0 s
Result: Group 6 (1 people)
Speed: 15.4 km/h
Tempo-Fehler: 25.92 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: 25:48 (4:18 / km)
Error: /
Overall prediction:
Data basis: 2 Races · Confidence 0.40
Swimming:
15:26
(1:29 / 100 m)
To the end of cycling (group time):
29:44
(41.4 km/h)
Run:
–
Total:
not fully calculable
|
|
| 0 / 9 |
ITA
|
+456 s
+292 s
|
G2 / G9
|
27:33
|
Show detailsPlacementPrediction: 0
80% range: 2–4
Top-10 probability: 100 %
Result: 9
Deviation: -9
SwimmingPrognoseabstand: +456 s
Time: 21:56
Pace: 2:07 / 100 m
Ergebnisabstand: +292 s
Fehler: 164.0 s
CyclingPrediction: Group 2 (8 people)
Gruppe 1: 0 %
Speed: 25.0 km/h
Initial Gruppe 9, später eingeholt/vereinigt
Gap ahead:
59.0 s
Gap behind:
–
Result: Group 9 (1 people)
Speed: 14.1 km/h
Tempo-Fehler: 10.89 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: 27:33 (4:36 / km)
Error: /
Overall prediction:
Data basis: 1 Races · Confidence 0.20
Swimming:
21:56
(2:07 / 100 m)
To the end of cycling (group time):
47:59
(25.0 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: 15:51
Pace: 1:31 / 100 m
About 365.1 s faster in the swim
Maximum predicted gap after the swim: +90.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
|
| 0 / 10 |
SVK
|
+0 s
+269 s
|
G0 / G11
|
28:11
|
Show detailsPlacementPrediction: 0
80% range: 13–13
Top-10 probability: 0 %
Result: 10
Deviation:
SwimmingPrognoseabstand: +0 s
Time: 14:20
Pace: 1:23 / 100 m
Ergebnisabstand: +269 s
Fehler: 0.0 s
CyclingPrediction: Group 0 (0 people)
Gruppe 1: 0 %
Speed: 0.0 km/h
Gap ahead:
–
Gap behind:
–
Result: Group 11 (1 people)
Speed: 13.7 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: 28:11 (4:42 / km)
Error: /
Overall prediction:
Data basis: 0 Races · Confidence 0.00
Swimming:
14:20
(1:23 / 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.
|
|
| 0 / 11 |
ITA
|
+397 s
+299 s
|
G2 / G10
|
28:33
|
Show detailsPlacementPrediction: 0
80% range: 2–4
Top-10 probability: 100 %
Result: 11
Deviation: -11
SwimmingPrognoseabstand: +397 s
Time: 20:57
Pace: 2:01 / 100 m
Ergebnisabstand: +299 s
Fehler: 98.0 s
CyclingPrediction: Group 2 (8 people)
Gruppe 1: 0 %
Speed: 25.0 km/h
Initial Gruppe 8, später eingeholt/vereinigt
Gap ahead:
21.0 s
Gap behind:
59.0 s
Result: Group 10 (1 people)
Speed: 13.9 km/h
Tempo-Fehler: 11.10 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: 28:33 (4:46 / km)
Error: /
Overall prediction:
Data basis: 1 Races · Confidence 0.20
Swimming:
20:57
(2:01 / 100 m)
To the end of cycling (group time):
47:59
(25.0 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: 15:51
Pace: 1:31 / 100 m
About 306.1 s faster in the swim
Maximum predicted gap after the swim: +90.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
|
| 0 / 12 |
GBR
|
+376 s
+384 s
|
G2 / G12
|
30:21
|
Show detailsPlacementPrediction: 0
80% range: 2–4
Top-10 probability: 100 %
Result: 12
Deviation: -12
SwimmingPrognoseabstand: +376 s
Time: 20:36
Pace: 1:59 / 100 m
Ergebnisabstand: +384 s
Fehler: -8.0 s
CyclingPrediction: Group 2 (8 people)
Gruppe 1: 0 %
Speed: 25.0 km/h
Initial Gruppe 7, später eingeholt/vereinigt
Gap ahead:
115.1 s
Gap behind:
21.0 s
Result: Group 12 (1 people)
Speed: 13.0 km/h
Tempo-Fehler: 12.03 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: 30:21 (5:04 / km)
Error: /
Overall prediction:
Data basis: 1 Races · Confidence 0.20
Swimming:
20:36
(1:59 / 100 m)
To the end of cycling (group time):
47:59
(25.0 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: 15:51
Pace: 1:31 / 100 m
About 285.1 s faster in the swim
Maximum predicted gap after the swim: +90.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|