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Experimental AI-assisted analytics, predictions and ratings are estimates, not official results.
FRCinsights
Team 4230 avatar

4230

DTBA

TopperBots

Duluth, Minnesota, USARookie 20122026 record 9-11-0Website
APEX (latest event)11.6D· Minnesota 10,000 Lakes Regional · 9 matchesSeason average APEX: 11.6 · model apex-0.5.1
Ranking record (Minnesota 10,000 Lakes Regional)
11.69 matches · apex-0.5.1 · computed 8/21/2026, 2:48:06 AM

This is the exact number the worldwide rankings use for this team.

Season progression

Every completed match this season in order, with the published Event APEX behind it and each event change marked. Switch to Phases to see how auto, teleop and endgame moved.

Auto 8.7
Teleop -3.0
Endgame 6.0
APEX through this matchSingle match formPublished Event APEX

The solid line is the team's APEX built up match by match, so each result moves it. It lands exactly on the published Event APEX at the end of every event, and dashed rules mark where one event ends and the next begins. Hover any match for its score, margin and result.

Experimental team metrics

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

FRCinsights calculated
Defensive value (est)
-1.3 pts/match
Clutch (est)
-0.2 pts vs prediction
Sample-weighted confidence
66%
Wins
9
Losses
11
Win %
45%
Data confidence
90/100

2026 event history

The Blue Alliance
Northern Lights Regional
Regional · Mar 4–Mar 7 · 6-5-0
APEX -2.3
Minnesota 10,000 Lakes Regional
Regional · Mar 25–Mar 28 · 3-6-0
APEX 11.6

2026 awards

The Blue Alliance

No awards recorded this season

Team media

2026 robot & team media (current season).

The Blue Alliance
Official website Facebook Instagram YouTube

Matches by event

All 2026 matches grouped by event, ordered chronologically

Match video playlistThe Blue Alliance
Northern Lights Regional
Regional · Mar 4–Mar 7
APEX -2.3
6-5-0
Qualifications
Qual 6
Red1071132982491
Blue523242302177
L 30-156
Qual 14
Red5278217710711
Blue423025742052
W 166-52
Qual 21
Red572042303610
Blue5253205210474
W 25-22
Qual 26
Red361020522177
Blue423016222855
L 60-198
Qual 31
Red361046233008
Blue423081222491
W 139-57
Qual 38
Red468721694230
Blue285525002512
W 53-43
Qual 46
Red305442305275
Blue604567585232
L 25-185
Qual 51
Red812222272129
Blue4230107116045
W 85-66
Qual 58
Red2500104744230
Blue704125743212
L 33-63
Qual 65
Red310257205913
Blue2239112924230
L 54-131
Qual 76
Red690742302129
Blue604742262855
W 138-51
Minnesota 10,000 Lakes Regional
Regional · Mar 25–Mar 28
APEX 11.6
3-6-0
Qualifications
Qual 2
Red421542303407
Blue701924913454
L 116-161
Qual 13
Red423032972823
Blue753046644539
W 298-96
Qual 18
Red422959293880
Blue569046644230
W 113-47
Qual 26
Red253025314230
Blue784928552509
L 53-145
Qual 40
Red423042773880
Blue253025084225
L 66-167
Qual 47
Red245021774207
Blue218142302480
W 166-64
Qual 58
Red514339263082
Blue400945364230
L 130-134
Qual 64
Red485926677068
Blue423052783082
L 59-63
Qual 71
Red485942303745
Blue223972354778
L 45-140

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-0.5.1, computed 2026-10-04 16:42 UTC.