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Experimental AI-assisted analytics, predictions and ratings are estimates, not official results.
FRCinsights
Team 8234 avatar

8234

BTBA

Panthinators

Spring Lake Park, Minnesota, USARookie 20202026 record 12-10-0
APEX (latest event)94.3B· Minnesota North Star Regional · 13 matchesSeason average APEX: 94.3 · model apex-0.5.1
Ranking record (Minnesota North Star Regional)
94.313 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 17.6
Teleop 50.8
Endgame 20.8
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)
-1.7 pts/match
Clutch (est)
+0.2 pts vs prediction
Sample-weighted confidence
83%
Wins
12
Losses
10
Win %
55%
Data confidence
93/100

2026 event history

The Blue Alliance
KnightKrawler Week Zero
Preseason · Feb 28–Feb 28 · Upcoming
Scheduled
Minnesota 10,000 Lakes Regional
Regional · Mar 25–Mar 28 · 4-5-0
APEX 52.5
Minnesota North Star Regional
Regional · Apr 1–Apr 4 · 8-5-0
APEX 94.3

2026 awards

The Blue Alliance

No awards recorded this season

Team media

2026 robot & team media (current season).

The Blue Alliance
GitHub Instagram

Matches by event

All 2026 matches grouped by event, ordered chronologically

Match video playlistThe Blue Alliance
Minnesota 10,000 Lakes Regional
Regional · Mar 25–Mar 28
APEX 52.5
4-5-0
Qualifications
Qual 7
Red308224508234
Blue329746637849
L 54-183
Qual 17
Red400984222177
Blue420772358234
L 63-95
Qual 25
Red329782342667
Blue392624914207
W 218-205
Qual 32
Red417434542855
Blue823430383745
L 77-302
Qual 37
Red514328468234
Blue422925097235
W 141-134
Qual 49
Red701982344664
Blue423978503082
L 76-122
Qual 59
Red706852784778
Blue823425303454
W 265-163
Qual 68
Red453959294536
Blue823421774239
L 94-125
Qual 77
Red388042397530
Blue569082347068
W 191-50
Minnesota North Star Regional
Regional · Apr 1–Apr 4
APEX 94.3
8-5-0
Qualifications
Qual 2
Red543424985464
Blue2526823410490
W 194-132
Qual 10
Red247261472129
Blue363041988234
L 209-303
Qual 19
Red823469092518
Blue363030422225
W 95-53
Qual 27
Red2549369110490
Blue614738918234
W 291-180
Qual 38
Red1047946552502
Blue216982342513
L 108-258
Qual 43
Red469326064655
Blue249821758234
W 220-112
Qual 48
Red527146558234
Blue251838834166
W 316-76
Qual 59
Red205222644198
Blue8234104792606
L 136-336
Qual 68
Red823441663042
Blue375188783206
W 153-50
Qual 74
Red220782343751
Blue599625002574
W 154-53
Playoffs
Playoff 2 R1
Red2500313010479
Blue304282342264
L 161-199
Playoff 5 R2
Red2129104903630
Blue304282342264
W 147-69
Playoff 10 R3
Red252632932472
Blue304282342264
L 189-210

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 16:49 UTC.