Experimental AI-assisted analytics — predictions and ratings are estimates, not official results.
Team 4121 robot

4121

CTBA

Viking Robotics

North Canton, Ohio, USARookie year 20122026 record 17-19-0Website
Season APEX82.4±9C· Established · n=19 · conf 89/100Current-season completed matches.

Event APEX — estimated alliance contribution

Event-scoped estimate from alliance-level results at New York Tech 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)
111.99
Auto (est)
15.74
Teleop (est)
61.75
Endgame (est)
32.7
Wins
17
Losses
19
Win %
47%
Data confidence
96/100

2026 event history

The Blue Alliance
Regional · Mar 18Mar 21 · 8-7-0
APEX 74.34
Regional · Apr 15Apr 18 · 5-8-0
APEX 111.99
Offseason · May 16May 16 · 4-4-0
No model

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 18Mar 21
8-7-0
Playoffs
Semifinal 2-1BlueL 176-242
Semifinal 5-1BlueW 262-204
Semifinal 10-1BlueW 270-190
Regional · Apr 15Apr 18
5-8-0
Qualifications
Qualification 56BlueL 159-307
Playoffs
Semifinal 6-1RedW 345-253
Semifinal 9-1BlueW 389-308
Semifinal 12-1BlueW 381-381
Semifinal 13-1BlueL 344-436
Offseason · May 16May 16
4-4-0
Qualifications
Qualification 8BlueW 286-121
Qualification 14BlueL 226-462
Playoffs
Semifinal 3-1BlueL 292-317
Semifinal 6-1RedW 233-157
Semifinal 9-1BlueL 235-247

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 07:36 UTC.