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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
APEX (latest event)29.7Provisional· Minnesota 10,000 Lakes Regional · 9 matchesSeason average APEX: 29.7 · model apex-0.5.1
Ranking record (Minnesota 10,000 Lakes Regional)
29.79 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 2.1
Teleop 17.2
Endgame 10.4
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)
-1.7 pts/match
Clutch (est)
-0.4 pts vs prediction
Sample-weighted confidence
70%
Wins
4
Losses
5
Win %
44%
Data confidence
74/100

2026 event history

The Blue Alliance
Regional · Mar 25–Mar 28 · 4-5-0
APEX 29.7

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

Match video playlistThe Blue Alliance
Regional · Mar 25–Mar 28
APEX 29.7
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-0.5.1, computed 2026-10-04 17:34 UTC.