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Experimental AI-assisted analytics, predictions and ratings are estimates, not official results.
Team 3970 robot
Team 3970 logo

3970

BTBA

Duncan Dynamics

Fresno, California, USARookie 20122026 record 31-18-0Website
Season APEX199.9±6B· Established · 49 matches · confidence 100/100Current-season completed matches.

Event APEX, estimated alliance contribution

An estimate of this team's own contribution at FIRST California Northern State Championship, 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)
266.16
Auto (est)
54.55
Teleop (est)
144.9
Endgame (est)
63.83

Experimental team metrics

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

FRCinsights calculated
Defensive value (est)
-6.6 pts/match
Clutch (est)
-6.3 pts vs prediction
Sample-weighted confidence
93%
Wins
31
Losses
18
Win %
63%
Data confidence
96/100

2026 event history

The Blue Alliance
District · Mar 13Mar 15 · 12-7-0
APEX 84.52
District · Mar 27Mar 29 · 12-6-0
APEX 155.76
District Championship · Apr 9Apr 12 · 7-5-0
APEX 266.16

2026 awards

The Blue Alliance
District Event Finalist2026
Innovation in Control Award sponsored by nVent2026
District Event Finalist2026
Innovation in Control Award sponsored by nVent2026

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 13Mar 15
12-7-0
Qualifications
Qual 5
Blue691839708840
W 97-94
Qual 13
Blue804539708033
L 126-149
Qual 19
Red490472453970
W 81-49
Qual 23
Red497341863970
W 43-21
Qual 29
Red397020355940
W 319-46
Qual 34
Blue132357003970
W 428-30
Qual 43
Blue3970253841
W 170-59
Qual 51
Blue517139708852
L 116-173
Qual 55
Red875139707667
L 137-206
Qual 62
Red3970106154159
W 146-118
Qual 69
Blue3970128011230
L 93-154
Qual 73
Blue65061143970
W 182-137
Playoffs
Playoff 2 R1
Red12803970114
W 206-178
Playoff 7 R2
Blue12803970114
L 142-502
Playoff 9 R3
Red12803970114
W 168-97
Playoff 12 R4
Blue12803970114
W 144-92
Playoff 13 R5
Blue12803970114
W 133-104
Finals 1
Blue12803970114
L 81-471
Finals 2
Blue11439701280
L 98-498
District · Mar 27Mar 29
12-6-0
Qualifications
Qual 4
Blue3970112966657
W 259-99
Qual 7
Blue630516713970
W 210-132
Qual 11
Blue97139702367
L 182-403
Qual 15
Red397057009706
W 147-116
Qual 18
Red138813513970
W 314-58
Qual 24
Blue68221143970
W 218-158
Qual 27
Red397068221323
W 509-132
Qual 33
Red397058179584
L 266-570
Qual 36
Red8403970100
L 269-346
Qual 42
Red25439703925
W 422-101
Qual 46
Blue87933970766
W 319-264
Qual 52
Blue476539253970
W 235-83
Playoffs
Playoff 3 R1
Red39709736305
W 519-18
Playoff 8 R2
Red39709736305
W 393-182
Playoff 11 R4
Blue39709736305
L 331-752
Playoff 13 R5
Red39709736305
W 324-147
Finals 1
Blue39706305973
L 404-662
Finals 2
Blue39706305973
L 375-692
District Championship · Apr 9Apr 12
7-5-0
Qualifications
Qual 3
Blue397022047137
L 256-575
Qual 19
Blue97239706662
W 286-270
Qual 26
Red397080485419
L 307-503
Qual 33
Red16719713970
L 325-359
Qual 46
Red76676043970
W 348-273
Qual 58
Red11539706962
L 226-310
Qual 67
Red397032563045
W 646-444
Qual 80
Blue186850263970
W 540-42
Qual 88
Red167839706238
W 448-351
Qual 99
Blue359855073970
L 146-469
Qual 108
Blue39705816036
W 597-388
Qual 120
Blue2543970841
W 760-315

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 23:43 UTC.