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

451

DTBA

Cat Attack Robotics

Maumee, Ohio, USARookie year 20002026 record 7-14-0Website
Season APEX28.7±9D· Established · n=17 · conf 86/100Current-season completed matches.

Event APEX — estimated alliance contribution

Event-scoped estimate from alliance-level results at Miami Valley Regional (least-squares / OPR-style). This is a DIFFERENT metric from Season APEX above — it is event-specific and not normalized across the season.

Event overall (est)
110.1
Auto (est)
20.76
Teleop (est)
47.41
Endgame (est)
41.48
Wins
7
Losses
14
Win %
33%
Data confidence
92/100

2026 event history

The Blue Alliance
Regional · Mar 18Mar 21 · 4-8-0
APEX 42.53
Regional · Apr 1Apr 4 · 3-6-0
APEX 110.1

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

The Blue Alliance
Regional · Mar 18Mar 21
4-8-0
Playoffs
Semifinal 4-1BlueW 283-181
Semifinal 8-1BlueL 213-494
Semifinal 12-1RedL 180-232
Regional · Apr 1Apr 4
3-6-0
Qualifications
Qualification 8BlueW 329-229
Qualification 49BlueL 159-379

Official identity, events, awards, and results from The Blue Alliance (FIRST-mirrored). Contribution metrics are statistically estimated from alliance-level scores — not individually observed — and require a minimum sample size. Model apex-0.2.0, computed 2026-07-01 10:22 UTC.