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

3454

ProvisionalTBA

Z Bots

Saint Paul, Minnesota, USARookie 20112026 record 4-5-0Website
Season APEX72.4±13Provisional· Provisional · 9 matches · confidence 71/100
Low confidence
Current-season completed matches.

Event APEX, estimated alliance contribution

An estimate of this team's own contribution at Minnesota 10,000 Lakes Regional, 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)
72.38
Auto (est)
10.01
Teleop (est)
36.96
Endgame (est)
22.1

Experimental team metrics

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

FRCinsights calculated
Defensive value (est)
-6.2 pts/match
Clutch (est)
-8.5 pts vs prediction
Sample-weighted confidence
64%
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
Qualifications
Qual 2
Blue701924913454
W 161-116
Qual 16
Blue218134543926
L 120-364
Qual 23
Blue345451434277
L 11-125
Qual 32
Red417434542855
W 302-77
Qual 42
Red466442393454
L 39-134
Qual 50
Red345440095929
W 168-126
Qual 59
Blue823425303454
W 265-163
Qual 65
Blue784934543745
L 21-86
Qual 75
Red345484222450
L 47-239

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 00:49 UTC.