Prediction comparison
35-39 Female AG Sprint
30.08.2025
Istanbul
TUR
Race information and calculation basis
2025 Asia and Europe Triathlon Age-Group Championships Istanbul
Datengrundlage: maximal zwölf Starts je Athlet:in, die zeitlich strikt vor 30.08.2025 liegen. Neuere Leistungen und direkte Duelle werden mit einer Halbwertszeit von 300 Tagen stärker gewichtet.
Prediction model used
Modell v14
Default values
Prediction quality
26/100
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 12.5 % · Head-to-Head-Abdeckung 18.8 % · 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 error75.4 s
Mean bike-speed error8.58 km/h
Correct bike groups1/6
No history10
Within the 80% range56.3 %
| Place Prediction / result |
Athlete | Swimming Prediction / result |
Bike group Prediction / result |
Run Prediction / result |
Overall prediction | Details |
|---|---|---|---|---|---|---|
| 1 / 1 |
GBR
|
+28 s
+0 s
|
G1 / G1
correct
|
22:27
22:41
|
56:53 | Show detailsPlacementPrediction: 1
80% range: 1–1
Top-10 probability: 100 %
Result: 1
Deviation: 0
SwimmingPrognoseabstand: +28 s
Time: 11:33
Pace: 1:32 / 100 m
Ergebnisabstand: +0 s
Fehler: 28.0 s
CyclingPrediction: Group 1 (2 people)
Gruppe 1: 100 %
Speed: 35.5 km/h
Initial Gruppe 1, später eingeholt/vereinigt
Gap ahead:
–
Gap behind:
152.4 s
Result: Group 1 (1 people)
Speed: 26.9 km/h
Tempo-Fehler: 8.55 km/h
Running and totalRun: 22:27 (4:22 / km)
Historical basis: 4:22 / km
Best comparable pace: 4:22 / km
Trend: +0:00 / km
Comparable races: 3
Ergebnis Lauf: 22:41 (4:24 / km)
Error: −0:14 / −0:03 / km
Overall prediction: 56:53
Data basis: 12 Races · Confidence 1.00
Swimming:
11:33
(1:32 / 100 m)
To the end of cycling (group time):
31:25
(35.5 km/h)
Run:
22:27
(4:22 / km)
Total:
56:53
|
| 2 / 10 |
GBR
|
+180 s
+119 s
|
G1 / G9
|
25:26
23:57
|
59:52 | Show detailsPlacementPrediction: 2
80% range: 2–3
Top-10 probability: 100 %
Result: 10
Deviation: -8
SwimmingPrognoseabstand: +180 s
Time: 14:05
Pace: 1:53 / 100 m
Ergebnisabstand: +119 s
Fehler: 61.4 s
CyclingPrediction: Group 1 (2 people)
Gruppe 1: 84 %
Speed: 35.5 km/h
Initial Gruppe 2, später eingeholt/vereinigt
Gap ahead:
152.4 s
Gap behind:
22.6 s
Result: Group 9 (2 people)
Speed: 22.4 km/h
Tempo-Fehler: 13.06 km/h
Running and totalRun: 25:26 (4:56 / km)
Historical basis: 4:56 / km
Best comparable pace: 4:56 / km
Trend: +0:00 / km
Comparable races: 1
Ergebnis Lauf: 23:57 (4:39 / km)
Error: +1:29 / +0:17 / km
Overall prediction: 59:52
Data basis: 1 Races · Confidence 0.20
Swimming:
14:05
(1:53 / 100 m)
To the end of cycling (group time):
31:25
(35.5 km/h)
Run:
25:26
(4:56 / km)
Total:
59:52
|
| 3 / 3 |
GBR
|
+203 s
+107 s
|
G2 / G3
|
22:46
21:55
|
1:02:44 | Show detailsPlacementPrediction: 3
80% range: 3–4
Top-10 probability: 100 %
Result: 3
Deviation: 0
SwimmingPrognoseabstand: +203 s
Time: 14:28
Pace: 1:56 / 100 m
Ergebnisabstand: +107 s
Fehler: 96.0 s
H2H: 2 Gegner:innen,
2 Duelle,
Korrektur -2.21 %,
Sicherheit 7 %
CyclingPrediction: Group 2 (3 people)
Gruppe 1: 0 %
Speed: 32.9 km/h
Initial Gruppe 3, später eingeholt/vereinigt
Gap ahead:
22.6 s
Gap behind:
3.7 s
Result: Group 3 (1 people)
Speed: 25.1 km/h
Tempo-Fehler: 7.75 km/h
Running and totalRun: 22:46 (4:25 / km)
Historical basis: 4:25 / km
Best comparable pace: 4:25 / km
Trend: +0:00 / km
Comparable races: 1
H2H: 2 Gegner:innen,
2 Duelle,
Korrektur 0.00 %,
Sicherheit 7 %
Ergebnis Lauf: 21:55 (4:15 / km)
Error: +0:51 / +0:10 / km
Overall prediction: 1:02:44
Data basis: 1 Races · Confidence 0.20
Swimming:
14:28
(1:56 / 100 m)
To the end of cycling (group time):
35:09
(32.9 km/h)
Run:
22:46
(4:25 / km)
Total:
1:02:44
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 11:37
Pace: 1:33 / 100 m
About 171.1 s faster in the swim
Maximum predicted gap after the swim: +31.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 4 / 4 |
AUT
|
+207 s
+180 s
|
G2 / G4
|
24:20
21:50
|
1:04:18 | Show detailsPlacementPrediction: 4
80% range: 2–4
Top-10 probability: 100 %
Result: 4
Deviation: 0
SwimmingPrognoseabstand: +207 s
Time: 14:32
Pace: 1:56 / 100 m
Ergebnisabstand: +180 s
Fehler: 26.7 s
H2H: 2 Gegner:innen,
2 Duelle,
Korrektur 2.53 %,
Sicherheit 7 %
CyclingPrediction: Group 2 (3 people)
Gruppe 1: 0 %
Speed: 32.9 km/h
Initial Gruppe 3, später eingeholt/vereinigt
Gap ahead:
3.7 s
Gap behind:
81.9 s
Result: Group 4 (1 people)
Speed: 25.9 km/h
Tempo-Fehler: 6.99 km/h
Running and totalRun: 24:20 (4:43 / km)
Historical basis: 4:43 / km
Best comparable pace: 4:23 / km
Trend: +0:00 / km
Comparable races: 2
H2H: 2 Gegner:innen,
2 Duelle,
Korrektur 0.00 %,
Sicherheit 7 %
Ergebnis Lauf: 21:50 (4:14 / km)
Error: +2:30 / +0:29 / km
Overall prediction: 1:04:18
Data basis: 7 Races · Confidence 1.00
Swimming:
14:32
(1:56 / 100 m)
To the end of cycling (group time):
35:09
(32.9 km/h)
Run:
24:20
(4:43 / km)
Total:
1:04:18
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 11:37
Pace: 1:33 / 100 m
About 174.8 s faster in the swim
Maximum predicted gap after the swim: +31.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 5 / 8 |
GBR
|
+391 s
+209 s
|
G3 / G9
|
22:42
22:09
|
1:10:33 | Show detailsPlacementPrediction: 5
80% range: 5–5
Top-10 probability: 100 %
Result: 8
Deviation: -3
SwimmingPrognoseabstand: +391 s
Time: 17:36
Pace: 2:21 / 100 m
Ergebnisabstand: +209 s
Fehler: 181.8 s
H2H: 2 Gegner:innen,
2 Duelle,
Korrektur -2.21 %,
Sicherheit 7 %
CyclingPrediction: Group 3 (1 people)
Gruppe 1: 0 %
Speed: 29.0 km/h
Initial Gruppe 5, später eingeholt/vereinigt
Gap ahead:
102.2 s
Gap behind:
–
Result: Group 9 (2 people)
Speed: 23.1 km/h
Tempo-Fehler: 5.92 km/h
Running and totalRun: 22:42 (4:24 / km)
Historical basis: 4:24 / km
Best comparable pace: 4:24 / km
Trend: +0:00 / km
Comparable races: 1
H2H: 2 Gegner:innen,
2 Duelle,
Korrektur 0.00 %,
Sicherheit 7 %
Ergebnis Lauf: 22:09 (4:18 / km)
Error: +0:33 / +0:06 / km
Overall prediction: 1:10:33
Data basis: 1 Races · Confidence 0.20
Swimming:
17:36
(2:21 / 100 m)
To the end of cycling (group time):
41:20
(29.0 km/h)
Run:
22:42
(4:24 / km)
Total:
1:10:33
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 11:37
Pace: 1:33 / 100 m
About 358.9 s faster in the swim
Maximum predicted gap after the swim: +31.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 6 / 9 |
POL
|
+289 s
+230 s
|
G2 / G8
|
49:22
23:55
|
1:29:20 | Show detailsPlacementPrediction: 6
80% range: 6–6
Top-10 probability: 100 %
Result: 9
Deviation: -3
SwimmingPrognoseabstand: +289 s
Time: 15:54
Pace: 2:07 / 100 m
Ergebnisabstand: +230 s
Fehler: 58.6 s
CyclingPrediction: Group 2 (3 people)
Gruppe 1: 0 %
Speed: 32.9 km/h
Initial Gruppe 4, später eingeholt/vereinigt
Gap ahead:
81.9 s
Gap behind:
102.2 s
Result: Group 8 (1 people)
Speed: 23.7 km/h
Tempo-Fehler: 9.19 km/h
Running and totalRun: 49:22 (9:35 / km)
Historical basis: 9:35 / km
Best comparable pace: 9:35 / km
Trend: +0:00 / km
Comparable races: 1
Fallback calculation from other run distances
Ergebnis Lauf: 23:55 (4:39 / km)
Error: +25:27 / +4:57 / km
Overall prediction: 1:29:20
Data basis: 1 Races · Confidence 0.20
Swimming:
15:54
(2:07 / 100 m)
To the end of cycling (group time):
35:09
(32.9 km/h)
Run:
49:22
(9:35 / km)
Total:
1:29:20
Target first bike group at the bike finishGoal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 14:24
Pace: 1:55 / 100 m
About 89.7 s faster in the swim
Maximum predicted gap after the swim: +198.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
|
| 0 / 2 |
GBR
|
+0 s
+40 s
|
G0 / G2
|
20:19
|
Show detailsPlacementPrediction: 0
80% range: 7–7
Top-10 probability: 100 %
Result: 2
Deviation:
SwimmingPrognoseabstand: +0 s
Time: 11:05
Pace: 1:29 / 100 m
Ergebnisabstand: +40 s
Fehler: 0.0 s
CyclingPrediction: Group 0 (0 people)
Gruppe 1: 0 %
Speed: 0.0 km/h
Gap ahead:
–
Gap behind:
–
Result: Group 2 (1 people)
Speed: 25.3 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: 20:19 (3:57 / km)
Error: /
Overall prediction:
Data basis: 0 Races · Confidence 0.00
Swimming:
11:05
(1:29 / 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 / 5 |
GBR
|
+0 s
+297 s
|
G0 / G6
|
22:51
|
Show detailsPlacementPrediction: 0
80% range: 8–8
Top-10 probability: 100 %
Result: 5
Deviation:
SwimmingPrognoseabstand: +0 s
Time: 11:05
Pace: 1:29 / 100 m
Ergebnisabstand: +297 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: 26.2 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: 22:51 (4:26 / km)
Error: /
Overall prediction:
Data basis: 0 Races · Confidence 0.00
Swimming:
11:05
(1:29 / 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 |
GBR
|
+0 s
+66 s
|
G0 / G5
|
24:43
|
Show detailsPlacementPrediction: 0
80% range: 9–9
Top-10 probability: 100 %
Result: 6
Deviation:
SwimmingPrognoseabstand: +0 s
Time: 11:05
Pace: 1:29 / 100 m
Ergebnisabstand: +66 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: 24.4 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: 24:43 (4:48 / km)
Error: /
Overall prediction:
Data basis: 0 Races · Confidence 0.00
Swimming:
11:05
(1:29 / 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 |
POL
|
+0 s
+298 s
|
G0 / G7
|
23:47
|
Show detailsPlacementPrediction: 0
80% range: 10–10
Top-10 probability: 100 %
Result: 7
Deviation:
SwimmingPrognoseabstand: +0 s
Time: 11:05
Pace: 1:29 / 100 m
Ergebnisabstand: +298 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: 25.0 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: 23:47 (4:37 / km)
Error: /
Overall prediction:
Data basis: 0 Races · Confidence 0.00
Swimming:
11:05
(1:29 / 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 |
POL
|
+0 s
+309 s
|
G0 / G10
|
27:59
|
Show detailsPlacementPrediction: 0
80% range: 11–11
Top-10 probability: 0 %
Result: 11
Deviation:
SwimmingPrognoseabstand: +0 s
Time: 11:05
Pace: 1:29 / 100 m
Ergebnisabstand: +309 s
Fehler: 0.0 s
CyclingPrediction: Group 0 (0 people)
Gruppe 1: 0 %
Speed: 0.0 km/h
Gap ahead:
–
Gap behind:
–
Result: Group 10 (1 people)
Speed: 23.6 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: 27:59 (5:26 / km)
Error: /
Overall prediction:
Data basis: 0 Races · Confidence 0.00
Swimming:
11:05
(1:29 / 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 / 12 |
TUR
|
+0 s
+341 s
|
G0 / G11
|
27:26
|
Show detailsPlacementPrediction: 0
80% range: 12–12
Top-10 probability: 0 %
Result: 12
Deviation:
SwimmingPrognoseabstand: +0 s
Time: 11:05
Pace: 1:29 / 100 m
Ergebnisabstand: +341 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: 21.1 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: 27:26 (5:20 / km)
Error: /
Overall prediction:
Data basis: 0 Races · Confidence 0.00
Swimming:
11:05
(1:29 / 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 / 13 |
TUR
|
+0 s
+428 s
|
G0 / G12
|
28:02
|
Show detailsPlacementPrediction: 0
80% range: 13–13
Top-10 probability: 0 %
Result: 13
Deviation:
SwimmingPrognoseabstand: +0 s
Time: 11:05
Pace: 1:29 / 100 m
Ergebnisabstand: +428 s
Fehler: 0.0 s
CyclingPrediction: Group 0 (0 people)
Gruppe 1: 0 %
Speed: 0.0 km/h
Gap ahead:
–
Gap behind:
–
Result: Group 12 (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: 28:02 (5:27 / km)
Error: /
Overall prediction:
Data basis: 0 Races · Confidence 0.00
Swimming:
11:05
(1:29 / 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 / 14 |
TUR
|
+0 s
+551 s
|
G0 / G13
|
32:42
|
Show detailsPlacementPrediction: 0
80% range: 14–14
Top-10 probability: 0 %
Result: 14
Deviation:
SwimmingPrognoseabstand: +0 s
Time: 11:05
Pace: 1:29 / 100 m
Ergebnisabstand: +551 s
Fehler: 0.0 s
CyclingPrediction: Group 0 (0 people)
Gruppe 1: 0 %
Speed: 0.0 km/h
Gap ahead:
–
Gap behind:
–
Result: Group 13 (1 people)
Speed: 19.7 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: 32:42 (6:21 / km)
Error: /
Overall prediction:
Data basis: 0 Races · Confidence 0.00
Swimming:
11:05
(1:29 / 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 / 15 |
TUR
|
+0 s
+587 s
|
G0 / G14
|
31:09
|
Show detailsPlacementPrediction: 0
80% range: 15–15
Top-10 probability: 0 %
Result: 15
Deviation:
SwimmingPrognoseabstand: +0 s
Time: 11:05
Pace: 1:29 / 100 m
Ergebnisabstand: +587 s
Fehler: 0.0 s
CyclingPrediction: Group 0 (0 people)
Gruppe 1: 0 %
Speed: 0.0 km/h
Gap ahead:
–
Gap behind:
–
Result: Group 14 (1 people)
Speed: 18.8 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: 31:09 (6:03 / km)
Error: /
Overall prediction:
Data basis: 0 Races · Confidence 0.00
Swimming:
11:05
(1:29 / 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 / 16 |
AUT
|
+0 s
+1246 s
|
G0 / G15
|
39:52
|
Show detailsPlacementPrediction: 0
80% range: 16–16
Top-10 probability: 0 %
Result: 16
Deviation:
SwimmingPrognoseabstand: +0 s
Time: 11:05
Pace: 1:29 / 100 m
Ergebnisabstand: +1246 s
Fehler: 0.0 s
CyclingPrediction: Group 0 (0 people)
Gruppe 1: 0 %
Speed: 0.0 km/h
Gap ahead:
–
Gap behind:
–
Result: Group 15 (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: 39:52 (7:44 / km)
Error: /
Overall prediction:
Data basis: 0 Races · Confidence 0.00
Swimming:
11:05
(1:29 / 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.
|