Prediction comparison
Elite Women
03.08.2024
Kilifi
KEN
Race information and calculation basis
2024 World Triathlon Development Regional Cup Kilifi
Datengrundlage: maximal zwölf Starts je Athlet:in, die zeitlich strikt vor 03.08.2024 liegen. Neuere Leistungen und direkte Duelle werden mit einer Halbwertszeit von 300 Tagen stärker gewichtet.
Prediction model used
Modell v15
Default values
Prediction quality
42/100
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 44.4 % · Head-to-Head-Abdeckung 55.6 % · 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 error1.2
Mean swim error79.4 s
Mean bike-speed error1.56 km/h
Correct bike groups2/5
No history4
Within the 80% range55.6 %
| Details | ||||||
|---|---|---|---|---|---|---|
| 1 / 3 |
ALG
|
+23 s
+0 s
|
G1 / G2
|
21:28
24:17
|
59:38 | Show detailsPlacementPrediction: 1
80% range: 1–1
Top-10 probability: 100 %
Result: 3
Deviation: -2
SwimmingPrognoseabstand: +23 s
Time: 11:44
Pace: 1:34 / 100 m
Ergebnisabstand: +0 s
Fehler: 23.0 s
H2H: 1 Gegner:innen,
1 Duelle,
Korrektur 0.90 %,
Sicherheit 6 %
CyclingPrediction: Group 1 (1 people)
Gruppe 1: 100 %
Speed: 31.5 km/h
Gap ahead:
–
Gap behind:
72.9 s
Result: Group 2 (2 people)
Speed: 28.9 km/h
Tempo-Fehler: 2.61 km/h
Running and totalRun: 21:28 (4:18 / km)
Historical basis: 4:14 / km
Best comparable pace: 4:14 / km
Trend: +0:00 / km
Comparable races: 1
H2H: 1 Gegner:innen,
1 Duelle,
Korrektur 1.31 %,
Sicherheit 6 %
Ergebnis Lauf: 24:17 (4:51 / km)
Error: −2:49 / −0:34 / km
Overall prediction: 59:38
Data basis: 1 Races · Confidence 0.20
Swimming:
11:44
(1:34 / 100 m)
To the end of cycling (group time):
37:47
(31.5 km/h)
Run:
21:28
(4:18 / km)
Total:
59:38
|
| 2 / 1 |
KEN
|
+123 s
+30 s
|
G2 / G2
correct
|
21:46
22:04
|
1:02:32 | Show detailsPlacementPrediction: 2
80% range: 2–3
Top-10 probability: 100 %
Result: 1
Deviation: 1
SwimmingPrognoseabstand: +123 s
Time: 13:24
Pace: 1:47 / 100 m
Ergebnisabstand: +30 s
Fehler: 93.4 s
H2H: 4 Gegner:innen,
7 Duelle,
Korrektur -0.64 %,
Sicherheit 25 %
CyclingPrediction: Group 2 (2 people)
Gruppe 1: 0 %
Speed: 30.5 km/h
Initial Gruppe 3, später eingeholt/vereinigt
Gap ahead:
27.5 s
Gap behind:
25.0 s
Result: Group 2 (2 people)
Speed: 29.3 km/h
Tempo-Fehler: 1.18 km/h
Running and totalRun: 21:46 (4:21 / km)
Historical basis: 4:25 / km
Best comparable pace: 4:01 / km
Trend: −0:02 / km
Comparable races: 6
H2H: 4 Gegner:innen,
7 Duelle,
Korrektur -0.65 %,
Sicherheit 18 %
Ergebnis Lauf: 22:04 (4:25 / km)
Error: −0:18 / −0:04 / km
Overall prediction: 1:02:32
Data basis: 10 Races · Confidence 1.00
Swimming:
13:24
(1:47 / 100 m)
To the end of cycling (group time):
38:43
(30.5 km/h)
Run:
21:46
(4:21 / km)
Total:
1:02:32
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 11:48
Pace: 1:34 / 100 m
About 96.5 s faster in the swim
Maximum predicted gap after the swim: +26.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 3 / 4 |
KEN
|
+96 s
+189 s
|
G2 / G3
|
23:11
26:18
|
1:03:57 | Show detailsPlacementPrediction: 3
80% range: 2–3
Top-10 probability: 100 %
Result: 4
Deviation: -1
SwimmingPrognoseabstand: +96 s
Time: 12:57
Pace: 1:44 / 100 m
Ergebnisabstand: +189 s
Fehler: -93.1 s
H2H: 3 Gegner:innen,
6 Duelle,
Korrektur -0.75 %,
Sicherheit 16 %
CyclingPrediction: Group 2 (2 people)
Gruppe 1: 0 %
Speed: 30.5 km/h
Initial Gruppe 2, später eingeholt/vereinigt
Gap ahead:
72.9 s
Gap behind:
27.5 s
Result: Group 3 (2 people)
Speed: 28.5 km/h
Tempo-Fehler: 1.93 km/h
Running and totalRun: 23:11 (4:38 / km)
Historical basis: 4:39 / km
Best comparable pace: 4:28 / km
Trend: +0:00 / km
Comparable races: 3
H2H: 3 Gegner:innen,
8 Duelle,
Korrektur -0.33 %,
Sicherheit 13 %
Ergebnis Lauf: 26:18 (5:16 / km)
Error: −3:07 / −0:37 / km
Overall prediction: 1:03:57
Data basis: 9 Races · Confidence 1.00
Swimming:
12:57
(1:44 / 100 m)
To the end of cycling (group time):
38:43
(30.5 km/h)
Run:
23:11
(4:38 / km)
Total:
1:03:57
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 11:48
Pace: 1:34 / 100 m
About 69 s faster in the swim
Maximum predicted gap after the swim: +26.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 4 / 2 |
KEN
|
+151 s
+15 s
|
G3 / G1
|
22:58
22:58
|
1:09:07 | Show detailsPlacementPrediction: 4
80% range: 3–4
Top-10 probability: 100 %
Result: 2
Deviation: 2
SwimmingPrognoseabstand: +151 s
Time: 13:52
Pace: 1:51 / 100 m
Ergebnisabstand: +15 s
Fehler: 135.9 s
H2H: 3 Gegner:innen,
7 Duelle,
Korrektur -0.48 %,
Sicherheit 21 %
CyclingPrediction: Group 3 (2 people)
Gruppe 1: 0 %
Speed: 27.3 km/h
Initial Gruppe 4, später eingeholt/vereinigt
Gap ahead:
2.5 s
Gap behind:
–
Result: Group 1 (1 people)
Speed: 29.3 km/h
Tempo-Fehler: -2.01 km/h
Running and totalRun: 22:58 (4:36 / km)
Historical basis: 4:36 / km
Best comparable pace: 4:28 / km
Trend: +0:00 / km
Comparable races: 3
H2H: 3 Gegner:innen,
9 Duelle,
Korrektur -0.16 %,
Sicherheit 20 %
Ergebnis Lauf: 22:58 (4:36 / km)
Error: +0:00 / −0:00 / km
Overall prediction: 1:09:07
Data basis: 7 Races · Confidence 1.00
Swimming:
13:52
(1:51 / 100 m)
To the end of cycling (group time):
43:38
(27.3 km/h)
Run:
22:58
(4:36 / km)
Total:
1:09:07
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 11:35
Pace: 1:33 / 100 m
About 137.5 s faster in the swim
Maximum predicted gap after the swim: +13.4 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 5 / 5 |
KEN
|
+148 s
+97 s
|
G3 / G3
correct
|
28:36
39:38
|
1:14:45 | Show detailsPlacementPrediction: 5
80% range: 5–5
Top-10 probability: 100 %
Result: 5
Deviation: 0
SwimmingPrognoseabstand: +148 s
Time: 13:49
Pace: 1:51 / 100 m
Ergebnisabstand: +97 s
Fehler: 51.4 s
H2H: 3 Gegner:innen,
7 Duelle,
Korrektur 1.48 %,
Sicherheit 23 %
CyclingPrediction: Group 3 (2 people)
Gruppe 1: 0 %
Speed: 27.3 km/h
Initial Gruppe 4, später eingeholt/vereinigt
Gap ahead:
25.0 s
Gap behind:
2.5 s
Result: Group 3 (2 people)
Speed: 27.4 km/h
Tempo-Fehler: -0.07 km/h
Running and totalRun: 28:36 (5:43 / km)
Historical basis: 5:40 / km
Best comparable pace: 5:21 / km
Trend: +0:00 / km
Comparable races: 4
H2H: 3 Gegner:innen,
9 Duelle,
Korrektur 0.93 %,
Sicherheit 12 %
Ergebnis Lauf: 39:38 (7:56 / km)
Error: −11:02 / −2:12 / km
Overall prediction: 1:14:45
Data basis: 7 Races · Confidence 1.00
Swimming:
13:49
(1:51 / 100 m)
To the end of cycling (group time):
43:38
(27.3 km/h)
Run:
28:36
(5:43 / km)
Total:
1:14:45
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 11:48
Pace: 1:34 / 100 m
About 121.5 s faster in the swim
Maximum predicted gap after the swim: +26.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 0 / 6 |
RWA
|
+0 s
+771 s
|
G0 / G5
|
24:06
|
Show detailsPlacementPrediction: 0
80% range: 6–6
Top-10 probability: 100 %
Result: 6
Deviation:
SwimmingPrognoseabstand: +0 s
Time: 11:21
Pace: 1:31 / 100 m
Ergebnisabstand: +771 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: 23.9 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: 24:06 (4:49 / km)
Error: /
Overall prediction:
Data basis: 0 Races · Confidence 0.00
Swimming:
11:21
(1:31 / 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 / 7 |
MOZ
|
+0 s
+278 s
|
G0 / G4
|
35:31
|
Show detailsPlacementPrediction: 0
80% range: 7–7
Top-10 probability: 100 %
Result: 7
Deviation:
SwimmingPrognoseabstand: +0 s
Time: 11:21
Pace: 1:31 / 100 m
Ergebnisabstand: +278 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: 22.2 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: 35:31 (7:06 / km)
Error: /
Overall prediction:
Data basis: 0 Races · Confidence 0.00
Swimming:
11:21
(1:31 / 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 / 8 |
TAN
|
+0 s
+524 s
|
G0 / G6
|
36:56
|
Show detailsPlacementPrediction: 0
80% range: 8–8
Top-10 probability: 100 %
Result: 8
Deviation:
SwimmingPrognoseabstand: +0 s
Time: 11:21
Pace: 1:31 / 100 m
Ergebnisabstand: +524 s
Fehler: 0.0 s
CyclingPrediction: Group 0 (0 people)
Gruppe 1: 0 %
Speed: 0.0 km/h
Gap ahead:
–
Gap behind:
–
Result: Group 6 (1 people)
Speed: 21.0 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: 36:56 (7:23 / km)
Error: /
Overall prediction:
Data basis: 0 Races · Confidence 0.00
Swimming:
11:21
(1:31 / 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 / 9 |
TAN
|
+0 s
+1034 s
|
G0 / G7
|
45:30
|
Show detailsPlacementPrediction: 0
80% range: 9–9
Top-10 probability: 100 %
Result: 9
Deviation:
SwimmingPrognoseabstand: +0 s
Time: 11:21
Pace: 1:31 / 100 m
Ergebnisabstand: +1034 s
Fehler: 0.0 s
CyclingPrediction: Group 0 (0 people)
Gruppe 1: 0 %
Speed: 0.0 km/h
Gap ahead:
–
Gap behind:
–
Result: Group 7 (1 people)
Speed: 21.5 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: 45:30 (9:06 / km)
Error: /
Overall prediction:
Data basis: 0 Races · Confidence 0.00
Swimming:
11:21
(1:31 / 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.
|