Experimental AI-assisted analytics, predictions and ratings are estimates, not official results.
Team 4198 avatar

4198

CTBA

RoboCats

Waconia, Minnesota, USARookie year 20122026 record 7-15-0Website
Season APEX104.5±8C· Established · 22 matches · confidence 94/100Current-season completed matches.

Event APEX, estimated alliance contribution

An estimate of this team's own contribution at Minnesota North Star Regional, worked out from alliance scores at that event. This is a DIFFERENT number from the Season APEX above, it covers just this one event and isn't compared across the whole season.

Event overall (est)
104.52
Auto (est)
17.61
Teleop (est)
69.22
Endgame (est)
16.08

Experimental team metrics

Estimated from alliance-level scores. Sample-driven, honestly reported with confidence.

FRCinsights calculated
Defensive value (est)
-6.8 pts/match
Clutch (est)
-12.7 pts vs prediction
Sample-weighted confidence
85%
Wins
7
Losses
15
Win %
32%
Data confidence
93/100

2026 event history

The Blue Alliance
Preseason · Feb 28Feb 28 · Upcoming
Scheduled
Regional · Mar 11Mar 14 · 1-8-0
APEX 42.11
Regional · Apr 1Apr 4 · 6-7-0
APEX 104.52

2026 awards

The Blue Alliance

No awards recorded this season

Team media

2026 robot & team media (current season).

The Blue Alliance

Matches by event

All 2026 matches grouped by event, ordered chronologically

The Blue Alliance
Regional · Mar 11Mar 14
1-8-0
Qualifications
Qual 8
Red419861464480
L 72-196
Qual 17
Blue171032764198
W 148-65
Qual 26
Red313432754198
L 49-131
Qual 33
Blue645388784198
L 44-139
Qual 39
Blue330041985638
L 135-169
Qual 45
Red302341987068
L 38-133
Qual 52
Red453941986709
L 162-170
Qual 64
Blue419885863293
L 117-209
Qual 76
Red419897454360
L 69-136
Regional · Apr 1Apr 4
6-7-0
Qualifications
Qual 5
Blue419846553751
W 277-193
Qual 10
Blue363041988234
L 209-303
Qual 23
Red416631304198
L 191-205
Qual 28
Red251341985996
W 92-64
Qual 39
Blue621741982472
L 205-221
Qual 47
Red320641983042
W 170-41
Qual 53
Red419846932500
L 118-232
Qual 59
Red205222644198
W 336-136
Qual 65
Blue419854343891
L 203-236
Qual 77
Blue2502104904198
W 253-140
Playoffs
Playoff 4 R1
Blue546441982549
L 80-202
Playoff 6 R2
Blue546441982549
W 147-105
Playoff 9 R3
Blue546441982549
L 106-227

Official identity, events, awards, and results from real FIRST data. Contribution metrics are statistically estimated from alliance-level scores, not individually observed, and require a minimum sample size. Model apex-0.4.0, computed 2026-08-15 10:12 UTC.