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

8431

DTBA

Robo-Knights

Kendallville, Indiana, USARookie 20202026 record 9-15-0
APEX (latest event)12.1D· FIN District Columbus Event · 12 matchesSeason average APEX: 25.3 · model apex-0.5.1
Ranking record (FIN District Columbus Event)
12.112 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 6.4
Teleop 5.3
Endgame 0.4
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)
-1.5 pts/match
Clutch (est)
-0.6 pts vs prediction
Sample-weighted confidence
100%
Wins
9
Losses
15
Win %
38%
Data confidence
96/100

2026 event history

The Blue Alliance
FIN District Mishawaka Event
District · Mar 6–Mar 8 · 3-9-0
APEX 25.3
FIN District Columbus Event
District · Mar 20–Mar 22 · 6-6-0
APEX 12.1

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

Match video playlistThe Blue Alliance
FIN District Mishawaka Event
District · Mar 6–Mar 8
APEX 25.3
3-9-0
Qualifications
Qual 1
Red328135829
Blue843281038431
L 58-101
Qual 9
Red317684312867
Blue394095543936
L 78-169
Qual 15
Red82994314272
Blue907139368431
L 53-232
Qual 20
Red945310248431
Blue155546110434
W 133-93
Qual 30
Red10411451501
Blue843154025484
L 128-206
Qual 37
Red1043484313940
Blue164642726721
L 181-221
Qual 44
Red843174775010
Blue150167211024
L 56-265
Qual 50
Red5402104113940
Blue31478298431
L 112-232
Qual 56
Red843134941646
Blue7457100293865
W 181-178
Qual 61
Red8431456721
Blue7457103325402
L 80-191
Qual 71
Red84323287477
Blue155584319530
L 64-66
Qual 76
Red50104476721
Blue13584314272
W 200-190
FIN District Columbus Event
District · Mar 20–Mar 22
APEX 12.1
6-6-0
Qualifications
Qual 4
Red1002135599491
Blue104342928431
W 77-56
Qual 8
Red843151888103
Blue10246956292
L 72-158
Qual 14
Red911984316956
Blue492697906498
L 60-107
Qual 25
Red695681162171
Blue843145807457
W 206-127
Qual 30
Red174117201018
Blue811684315010
W 160-113
Qual 36
Red7619431868
Blue9491104118431
L 44-158
Qual 40
Red9071348745
Blue843264988431
W 87-54
Qual 44
Red979017478430
Blue8431174110021
W 113-73
Qual 52
Red4982458431
Blue3487101721024
L 65-150
Qual 58
Red84319790234
Blue2171104348103
W 127-68
Qual 67
Red101884318430
Blue943176579491
L 70-119
Qual 73
Red943184311747
Blue29250106498
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-0.5.1, computed 2026-10-04 19:28 UTC.