Experimental AI-assisted analytics — predictions and ratings are estimates, not official results.
Team 3454 avatar

3454

ProvisionalTBA

Z Bots

Saint Paul, Minnesota, USARookie year 20112026 record 4-5-0Website
Season APEX29.3±13Provisional· Provisional · n=9 · conf 71/100
Low confidence
Current-season completed matches.

Event APEX — estimated alliance contribution

Event-scoped estimate from alliance-level results at Minnesota 10,000 Lakes 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)
72.38
Auto (est)
10.01
Teleop (est)
36.96
Endgame (est)
22.1
Wins
4
Losses
5
Win %
44%
Data confidence
74/100

2026 event history

The Blue Alliance
Regional · Mar 25Mar 28 · 4-5-0
APEX 72.38

2026 awards

The Blue Alliance

No awards recorded this season

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 25Mar 28
4-5-0

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 13:24 UTC.