Experimental AI-assisted analytics, predictions and ratings are estimates, not official results.
Team 4169 avatar

4169

DTBA

Warrior Robotics

Sudbury, Massachusetts, USARookie year 20122026 record 12-12-0Website
Season APEX49.2±8D· Established · 24 matches · confidence 97/100Current-season completed matches.

Event APEX, estimated alliance contribution

An estimate of this team's own contribution at NE District North Shore Event, 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)
49.17
Auto (est)
8.43
Teleop (est)
22.03
Endgame (est)
11.79

Experimental team metrics

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

FRCinsights calculated
Defensive value (est)
-3.8 pts/match
Clutch (est)
-5.8 pts vs prediction
Sample-weighted confidence
88%
Wins
12
Losses
12
Win %
50%
Data confidence
96/100

2026 event history

The Blue Alliance
District · Mar 6Mar 8 · 6-6-0
APEX 46.85
District · Mar 13Mar 15 · 6-6-0
APEX 49.17

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
District · Mar 6Mar 8
6-6-0
Qualifications
Qual 2
Red356641691735
L 31-102
Qual 6
Red109934674169
W 74-62
Qual 12
Blue4169972910063
L 26-119
Qual 18
Blue41695962175
W 92-59
Qual 24
Blue36236634169
L 51-162
Qual 28
Red8013103934169
W 130-127
Qual 31
Blue534741699644
L 60-82
Qual 35
Blue49094169157
W 193-94
Qual 41
Blue416920643464
L 39-87
Qual 47
Red590287084169
L 50-176
Qual 53
Red632841695422
W 242-65
Qual 57
Blue416917681071
W 209-40
District · Mar 13Mar 15
6-6-0
Qualifications
Qual 1
Red287762014169
W 95-91
Qual 8
Red13363674169
W 156-94
Qual 17
Blue416945466731
L 19-137
Qual 22
Blue4169695735
W 94-46
Qual 31
Blue41692383958
W 141-74
Qual 36
Red545941691721
W 72-54
Qual 42
Blue974169246
L 52-130
Qual 46
Red8835664169
L 146-151
Qual 52
Blue24234169151
L 131-219
Qual 62
Blue416911483433
L 28-143
Qual 67
Red581341694311
W 272-184
Qual 76
Red320594434169
L 29-127

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.