ONT District University of Waterloo Event

Qualification · Qualification 55

APEX prediction

Predicted winner

Blue alliance

Predicted score

181.36 – 188.14

48%52%

Actual result

Winner

Red alliance

Final score

168 – 141

Prediction missed · off by 30.3 points

red allianceΣ Season APEX 224.5 ±13.9

4940Knight Vision

Season APEX 37.4Event APEX -6.22Rank 27Record 4-8-0Status establishedConfidence 97

9098FireHawks

Season APEX 145.6Event APEX 142.72Rank 3Record 10-2-0Status establishedConfidence 97

5870League of Logic

Season APEX 41.5Event APEX 44.86Rank 25Record 3-9-0Status establishedConfidence 97

blue allianceΣ Season APEX 163.9 ±13.9

6854Viking Robotics

Season APEX 24.2Event APEX 44.39Rank 26Record 4-8-0Status establishedConfidence 97

1334OT Devils

Season APEX 55.2Event APEX 57.28Rank 14Record 6-6-0Status establishedConfidence 97

4976Revolt Robotics

Season APEX 84.5Event APEX 86.47Rank 10Record 6-6-0Status establishedConfidence 97

Prediction detail

Predicted margin: -6.8
Score range: 143–226
Upset likelihood: 48%
Data cutoff: 2026-07-01
Model: apex-0.2.0

Match context

Standard match.

Combined score 309 vs event baseline 209.4.

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Red vs Blue

Alliance sums (event-scoped where available)

224.5Season APEX163.9

39.1Auto22.4

95.3Teleop139.5

31.3Endgame30

0Consistency0

Score breakdown

Official phase points (TBA)

Phase	Red	Blue
auto	60	33
teleop	93	85
endgame	10	23
foul	5	0
total	168	141

Result

Final score

168 – 141

Prediction missed · score err 30.3

FIRST/TBA score reconciliation:

agree

Match videos

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