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NHL crew dynamics

28 recurring official crews with 8+ combined games in this dataset (2021-10-01 – 2026-03-19). Pace and penalty deltas compare each crew to league baselines; dominance compares the crew to the same officials in other pairings. Not predictions; see methodology.

Historical dataset aggregated from stored team crew splits.

Recurring officiating crews aggregated from team splits. Dominance compares each crew's combined pace and whistle rate to the same members' averages in other crew pairings. Historical only, not picks.

League baseline: 7.1 combined goals over benchmark · 15 avg PIM/game

#CrewGamesPaceScoring ΔPIM ΔOver rateDominance
15287.1+0.0+0.256.8%Pace +0.1Whistle +0.3
25187-0.1+0.146.3%Pace -0.1Whistle +0.2
35087-0.1-0.352.0%Pace +0.0Whistle -0.4
45007-0.1-0.254.4%Pace -0.1Whistle -0.2
54987.1+0.0+0.250.2%Pace +0.0Whistle +0.3
64887.2+0.1-0.350.0%Pace +0.1Whistle -0.4
74847-0.1+0.052.5%Pace -0.1Whistle +0.0
84847.1+0.0+0.157.0%Pace +0.0Whistle +0.2
94827.1+0.0+0.053.9%Pace +0.0Whistle -0.1
104807.1+0.0+0.053.3%Pace +0.1Whistle +0.0
114767.1+0.0+0.055.9%Pace +0.0Whistle -0.1
124767.1+0.0-0.154.2%Pace +0.0Whistle -0.1
134727.1+0.0+0.149.6%Pace +0.0Whistle +0.0
144707-0.1+0.156.2%Pace -0.1Whistle +0.1
154686.9-0.2+0.046.6%Pace -0.2Whistle +0.0
164667.1+0.0+0.151.9%Pace +0.0Whistle +0.1
174627-0.1-0.150.2%Pace -0.1Whistle -0.1
184567.1+0.0+0.154.8%Pace +0.0Whistle +0.0
194547-0.1+0.051.1%Pace -0.1Whistle +0.0
204547.2+0.1+0.059.9%Pace +0.1Whistle -0.1
214527-0.1+0.052.2%Pace -0.1Whistle +0.0
224507-0.1+0.352.9%Pace +0.0Whistle +0.3
234467.1+0.0-0.552.5%Pace +0.1Whistle -0.5
244447-0.1+0.156.8%Pace +0.0Whistle +0.3
254407-0.1-0.251.4%Pace +0.0Whistle -0.2
264347.2+0.1+0.453.0%Pace +0.2Whistle +0.4
274267.2+0.1+0.254.5%Pace +0.1Whistle +0.1
284047.1+0.0+0.254.5%Pace +0.0Whistle +0.1

Related views

Cross-tab official×team records or drill into late-game proxies on official profiles.