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Experimental AI-assisted analytics, predictions and ratings are estimates, not official results.
Team 451 robot
Team 451 logo

451

DTBA

Cat Attack Robotics

Maumee, Ohio, USARookie 20002026 record 7-14-0Website
APEX (latest event)21.6D· Miami Valley Regional · 9 matchesSeason average APEX: 36.5 · model apex-0.5.1
Ranking record (Miami Valley Regional)
21.69 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 6.3
Teleop -2.5
Endgame 17.8
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)
-2.4 pts/match
Clutch (est)
-0.5 pts vs prediction
Sample-weighted confidence
91%
Wins
7
Losses
14
Win %
33%
Data confidence
92/100

2026 event history

The Blue Alliance
Regional · Mar 18–Mar 21 · 4-8-0
APEX 36.5
Regional · Apr 1–Apr 4 · 3-6-0
APEX 21.6

2026 awards

The Blue Alliance
Team Spirit Award2026

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
Regional · Mar 18–Mar 21
APEX 36.5
4-8-0
Qualifications
Qual 6
Blue451114561317
L 40-253
Qual 14
Red181645110516
L 73-144
Qual 25
Blue75159642451
L 37-161
Qual 32
Red451105821708
W 79-45
Qual 39
Blue31735667451
L 190-191
Qual 44
Blue160145110517
W 99-76
Qual 52
Red32604513324
L 106-237
Qual 61
Blue451947510512
L 43-67
Playoffs
Playoff 4 R1
Blue31732614451
W 283-181
Playoff 8 R2
Blue31732614451
L 213-494
Playoff 10 R3
Red31732614451
W 199-131
Playoff 12 R4
Red31732614451
L 180-232
Regional · Apr 1–Apr 4
APEX 21.6
3-6-0
Qualifications
Qual 8
Blue4511038117
W 329-229
Qual 16
Red6954514145
W 350-200
Qual 22
Red67710208451
L 45-252
Qual 32
Blue17364515811
L 134-271
Qual 40
Red46114516302
L 204-205
Qual 49
Blue45137910207
L 159-379
Qual 57
Blue3259075451
L 69-272
Qual 65
Red40961756451
W 291-192
Qual 75
Blue45120103484
L 54-356

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 16:41 UTC.