FIM District Muskegon Event presented by RENK

Qualification · Qualification 8

APEX prediction

Predicted winner

Red alliance

Predicted score

141.46 – 59.33

74%26%

Actual result

Winner

Red alliance

Final score

65 – 38

Prediction correct · off by 48.9 points

Limited current-season data (7 matches) — wider uncertainty, lower confidence.

red allianceΣ Season APEX 220.8 ±13.3

8612Calvin Christian Robotics

Season APEX 144.5Event APEX 60.32Rank 4Record 10-2-0Status establishedConfidence 100

11503TALONS

Season APEX 35.4Event APEX 36Rank 31Record 4-8-0Status establishedConfidence 97

9541M st*e(squared)

Season APEX 40.9Event APEX 45.14Rank 7Record 8-4-0Status establishedConfidence 97

blue allianceΣ Season APEX 113.5 ±13.9

9106Spires

Season APEX 40.6Event APEX 52Rank 24Record 4-8-0Status establishedConfidence 97

7248Tactical Hams

Season APEX 24.1Event APEX 9.46Rank 22Record 5-7-0Status establishedConfidence 97

6094Manic Mechanics

Season APEX 48.8Event APEX -2.13Rank 33Record 3-9-0Status establishedConfidence 97

Prediction detail

Predicted margin: 82.1
Score range: 39–161
Upset likelihood: 26%
Data cutoff: 2026-07-01
Model: apex-0.2.0

Match context

Standard match.

Combined score 103 vs event baseline 109.8.

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Red vs Blue

Alliance sums (event-scoped where available)

220.8Season APEX113.5

36.2Auto6.3

68.4Teleop32

36.9Endgame20.2

0Consistency0

Score breakdown

Official phase points (TBA)

Phase	Red	Blue
auto	21	22
teleop	31	9
endgame	13	2
foul	0	5
total	65	38

Result

Final score

65 – 38

Prediction correct · score err 48.9

FIRST/TBA score reconciliation:

agree

Match videos

Watch (youtube)