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Predicition
Prediction comparison

PTS2 Men

05.07.2026 CHI
Race information and calculation basis
2026 Americas Triathlon Para Championships Antofagasta

Datengrundlage: maximal zwölf Starts je Athlet:in, die zeitlich strikt vor 05.07.2026 liegen. Neuere Leistungen und direkte Duelle werden mit einer Halbwertszeit von 300 Tagen stärker gewichtet.

Prediction model used
Modell v14 calibrated
Prediction quality 80/100 hoch
Show model parameters and data quality

Kalibriert mit 35 früheren Rennen und 809 Athlet:innen. Paarweise Gruppengüte: 47.7 %.

Trainingsdaten ausschließlich vor 05.07.2026.

Einzelabstand ≤ 3 s Gruppenspanne ≤ 22 s Gruppeneffekt 0.85 Max. Vorteil 2.8 km/h

Datenabdeckung 66.7 % · Head-to-Head-Abdeckung 66.7 % · 35 Kalibrierungsrennen

Prediction comparison

Summary of prediction errors
Mean place error0.0
Mean swim error108.9 s
Mean bike-speed error1.68 km/h
Correct bike groups1/2
No history1
Within the 80% range100.0 %
Place
Prediction / result
Athlete Swimming
Prediction / result
Bike group
Prediction / result
Run
Prediction / result
Overall prediction Details
1 / 1 Kyle Stepp
USA
+166 s
+0 s
G1 / G1
correct
25:50
21:14
1:08:41
Show details
Prediction details: Kyle Stepp

Placement

Prediction: 1
80% range: 1–1
Top-10 probability: 100 %
Result: 1
Deviation: 0

Swimming

Prognoseabstand: +166 s
Time: 15:29
Pace: 2:04 / 100 m
Ergebnisabstand: +0 s
Fehler: 166.0 s
H2H: 1 Gegner:innen, 3 Duelle, Korrektur 1.02 %, Sicherheit 7 %

Cycling

Prediction: Group 1 (1 people)
Gruppe 1: 100 %
Speed: 32.3 km/h
Gap ahead: –
Gap behind: 141.7 s

Result: Group 1 (1 people)
Speed: 35.4 km/h
Tempo-Fehler: -3.07 km/h

Running and total

Run: 25:50 (5:10 / km)
Historical basis: 5:17 / km
Best comparable pace: 4:25 / km
Trend: −0:05 / km
Comparable races: 4
H2H: 1 Gegner:innen, 3 Duelle, Korrektur -0.66 %, Sicherheit 6 %

Ergebnis Lauf: 21:14 (4:15 / km)
Error: +4:36 / +0:55 / km
Overall prediction: 1:08:41
Data basis: 8 Races · Confidence 1.00
Swimming: 15:29 (2:04 / 100 m)
To the end of cycling (group time): 40:05 (32.3 km/h)
Run: 25:50 (5:10 / km)
Total: 1:08:41
2 / 2 Diego Alfonso Lares García
MEX
+308 s
+256 s
G2 / G3
27:55
27:23
1:14:42
Show details
Prediction details: Diego Alfonso Lares García

Placement

Prediction: 2
80% range: 2–2
Top-10 probability: 100 %
Result: 2
Deviation: 0

Swimming

Prognoseabstand: +308 s
Time: 17:51
Pace: 2:23 / 100 m
Ergebnisabstand: +256 s
Fehler: 51.7 s
H2H: 1 Gegner:innen, 3 Duelle, Korrektur -1.01 %, Sicherheit 7 %

Cycling

Prediction: Group 2 (1 people)
Gruppe 1: 0 %
Speed: 31.1 km/h
Gap ahead: 141.7 s
Gap behind: –

Result: Group 3 (1 people)
Speed: 30.8 km/h
Tempo-Fehler: 0.29 km/h

Running and total

Run: 27:55 (5:35 / km)
Historical basis: 5:33 / km
Best comparable pace: 5:26 / km
Trend: +0:00 / km
Comparable races: 3
H2H: 1 Gegner:innen, 3 Duelle, Korrektur 0.66 %, Sicherheit 6 %

Ergebnis Lauf: 27:23 (5:29 / km)
Error: +0:32 / +0:06 / km
Overall prediction: 1:14:42
Data basis: 12 Races · Confidence 1.00
Swimming: 17:51 (2:23 / 100 m)
To the end of cycling (group time): 41:40 (31.1 km/h)
Run: 27:55 (5:35 / km)
Total: 1:14:42
Target first bike group at the bike finish
Goal: finish the bike split with the first bike group.
Estimated requirement:
Swim time: 15:32
Pace: 2:04 / 100 m
About 138.8 s faster in the swim
Maximum predicted gap after the swim: +168.9 s
The complete bike-group simulation, including catches and group mergers, is recalculated through the end of the bike split.
0 / 3 Joao Pedro Araujo dos Santos Padeti
BRA
+0 s
+76 s
G0 / G2
42:15
Show details
Prediction details: Joao Pedro Araujo dos Santos Padeti

Placement

Prediction: 0
80% range: 3–3
Top-10 probability: 100 %
Result: 3
Deviation:

Swimming

Prognoseabstand: +0 s
Time: 12:43
Pace: 1:42 / 100 m
Ergebnisabstand: +76 s
Fehler: 0.0 s

Cycling

Prediction: Group 0 (0 people)
Gruppe 1: 0 %
Speed: 0.0 km/h
Gap ahead: –
Gap behind: –

Result: Group 2 (1 people)
Speed: 29.4 km/h
Tempo-Fehler: 0.00 km/h

Running and total

Run: ()
Historical basis:
Best comparable pace:
Trend: +0:00 / km
Comparable races: 0
Fallback calculation from other run distances

Ergebnis Lauf: 42:15 (8:27 / km)
Error: /
Overall prediction:
Data basis: 0 Races · Confidence 0.00
Swimming: 12:43 (1:42 / 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.