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.
| # | Crew | Games | Pace | Scoring Δ | PIM Δ | Over rate | Dominance |
|---|---|---|---|---|---|---|---|
| 1 | 32 teams in sample | 528 | 7.1 | +0.0 | +0.2 | 56.8% | Pace +0.1Whistle +0.3 |
| 2 | 32 teams in sample | 518 | 7 | -0.1 | +0.1 | 46.3% | Pace -0.1Whistle +0.2 |
| 3 | 32 teams in sample | 508 | 7 | -0.1 | -0.3 | 52.0% | Pace +0.0Whistle -0.4 |
| 4 | 32 teams in sample | 500 | 7 | -0.1 | -0.2 | 54.4% | Pace -0.1Whistle -0.2 |
| 5 | 32 teams in sample | 498 | 7.1 | +0.0 | +0.2 | 50.2% | Pace +0.0Whistle +0.3 |
| 6 | 32 teams in sample | 488 | 7.2 | +0.1 | -0.3 | 50.0% | Pace +0.1Whistle -0.4 |
| 7 | 32 teams in sample | 484 | 7 | -0.1 | +0.0 | 52.5% | Pace -0.1Whistle +0.0 |
| 8 | 32 teams in sample | 484 | 7.1 | +0.0 | +0.1 | 57.0% | Pace +0.0Whistle +0.2 |
| 9 | 32 teams in sample | 482 | 7.1 | +0.0 | +0.0 | 53.9% | Pace +0.0Whistle -0.1 |
| 10 | 32 teams in sample | 480 | 7.1 | +0.0 | +0.0 | 53.3% | Pace +0.1Whistle +0.0 |
| 11 | 32 teams in sample | 476 | 7.1 | +0.0 | +0.0 | 55.9% | Pace +0.0Whistle -0.1 |
| 12 | 32 teams in sample | 476 | 7.1 | +0.0 | -0.1 | 54.2% | Pace +0.0Whistle -0.1 |
| 13 | 32 teams in sample | 472 | 7.1 | +0.0 | +0.1 | 49.6% | Pace +0.0Whistle +0.0 |
| 14 | 32 teams in sample | 470 | 7 | -0.1 | +0.1 | 56.2% | Pace -0.1Whistle +0.1 |
| 15 | 32 teams in sample | 468 | 6.9 | -0.2 | +0.0 | 46.6% | Pace -0.2Whistle +0.0 |
| 16 | 32 teams in sample | 466 | 7.1 | +0.0 | +0.1 | 51.9% | Pace +0.0Whistle +0.1 |
| 17 | 32 teams in sample | 462 | 7 | -0.1 | -0.1 | 50.2% | Pace -0.1Whistle -0.1 |
| 18 | 32 teams in sample | 456 | 7.1 | +0.0 | +0.1 | 54.8% | Pace +0.0Whistle +0.0 |
| 19 | 32 teams in sample | 454 | 7 | -0.1 | +0.0 | 51.1% | Pace -0.1Whistle +0.0 |
| 20 | 32 teams in sample | 454 | 7.2 | +0.1 | +0.0 | 59.9% | Pace +0.1Whistle -0.1 |
| 21 | 32 teams in sample | 452 | 7 | -0.1 | +0.0 | 52.2% | Pace -0.1Whistle +0.0 |
| 22 | 32 teams in sample | 450 | 7 | -0.1 | +0.3 | 52.9% | Pace +0.0Whistle +0.3 |
| 23 | 32 teams in sample | 446 | 7.1 | +0.0 | -0.5 | 52.5% | Pace +0.1Whistle -0.5 |
| 24 | 32 teams in sample | 444 | 7 | -0.1 | +0.1 | 56.8% | Pace +0.0Whistle +0.3 |
| 25 | 32 teams in sample | 440 | 7 | -0.1 | -0.2 | 51.4% | Pace +0.0Whistle -0.2 |
| 26 | 32 teams in sample | 434 | 7.2 | +0.1 | +0.4 | 53.0% | Pace +0.2Whistle +0.4 |
| 27 | 32 teams in sample | 426 | 7.2 | +0.1 | +0.2 | 54.5% | Pace +0.1Whistle +0.1 |
| 28 | 32 teams in sample | 404 | 7.1 | +0.0 | +0.2 | 54.5% | Pace +0.0Whistle +0.1 |
Related views
Cross-tab official×team records or drill into late-game proxies on official profiles.