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Experimental AI-assisted analytics, predictions and ratings are estimates, not official results.
Team 8431 avatar

8431

DTBA

Robo-Knights

Kendallville, Indiana, USARookie 20202026 record 9-15-0
Season APEX46.5±8D· Established · 24 matches · confidence 97/100Current-season completed matches.

Event APEX, estimated alliance contribution

An estimate of this team's own contribution at FIN District Columbus 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)
43.65
Auto (est)
14.84
Teleop (est)
25.25
Endgame (est)
5.58

Experimental team metrics

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

FRCinsights calculated
Defensive value (est)
-4.9 pts/match
Clutch (est)
-8.3 pts vs prediction
Sample-weighted confidence
75%
Wins
9
Losses
15
Win %
38%
Data confidence
96/100

2026 event history

The Blue Alliance
District · Mar 6Mar 8 · 3-9-0
APEX 46.48
District · Mar 20Mar 22 · 6-6-0
APEX 43.65

2026 awards

The Blue Alliance
District Championship FIRST Leadership Award Semi-Finalist2026

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
3-9-0
Qualifications
Qual 1
Blue843281038431
L 58-101
Qual 9
Red317684312867
L 78-169
Qual 15
Blue907139368431
L 53-232
Qual 20
Red945310248431
W 133-93
Qual 30
Blue843154025484
L 128-206
Qual 37
Red1043484313940
L 181-221
Qual 44
Red843174775010
L 56-265
Qual 50
Blue31478298431
L 112-232
Qual 56
Red843134941646
W 181-178
Qual 61
Red8431456721
L 80-191
Qual 71
Blue155584319530
L 64-66
Qual 76
Blue13584314272
W 200-190
District · Mar 20Mar 22
6-6-0
Qualifications
Qual 4
Blue104342928431
W 77-56
Qual 8
Red843151888103
L 72-158
Qual 14
Red911984316956
L 60-107
Qual 25
Blue843145807457
W 206-127
Qual 30
Blue811684315010
W 160-113
Qual 36
Blue9491104118431
L 44-158
Qual 40
Blue843264988431
W 87-54
Qual 44
Blue8431174110021
W 113-73
Qual 52
Red4982458431
L 65-150
Qual 58
Red84319790234
W 127-68
Qual 67
Red101884318430
L 70-119
Qual 73
Red943184311747
L 108-219

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 2026-08-16 15:42 UTC.