The Lab · Leaderboards
2025-26last season· this season's sample isn't live yetAs of Sun, Sep 20
Whole-league leaderboards
Rank every qualified skater on any of 30 metrics — the on-off impact, puck-security, and finishing-luck numbers most sites never surface. Pick a metric, pick a pool, and read the whole league sorted the model's way. Percentiles are always position-relative.
Pick a metric
On-Ice Impact
Shooting
Production
Puck Management
Discipline
Power Play
Finishing Luck (G-xG) / 60
n = 411 qualified FGoals scored above or below expected per 60 minutes; a high value tends to regress toward zero.
all · higher is better — leaders on top · /60
| # | Tm | Player | Value | vs. position |
|---|---|---|---|---|
| 1 | PIT | 0.70 | ELITE 100th | |
| 2 | BOS | 0.63 | ELITE 100th | |
| 3 | UTA | 0.60 | ELITE 100th | |
| 4 | STL | 0.56 | ELITE 99th | |
| 5 | MTL | 0.53 | ELITE 99th | |
| 6 | UTA | 0.53 | ELITE 99th | |
| 7 | TOR | 0.53 | ELITE 98th | |
| 8 | ANA | 0.52 | ELITE 98th | |
| 9 | MTL | 0.51 | ELITE 98th | |
| 10 | COL | 0.50 | ELITE 98th | |
| 11 | NSH | 0.49 | ELITE 98th | |
| 12 | TBL | 0.48 | ELITE 97th | |
| 13 | FLA | 0.46 | ELITE 97th | |
| 14 | TOR | 0.43 | ELITE 97th | |
| 15 | BOS | 0.41 | ELITE 97th | |
| 16 | UTA | 0.41 | ELITE 96th | |
| 17 | NJD | 0.40 | ELITE 96th | |
| 18 | VAN | 0.40 | ELITE 96th | |
| 19 | NSH | 0.39 | ELITE 95th | |
| 20 | UTA | 0.38 | ELITE 95th | |
| 21 | PIT | 0.37 | ELITE 95th | |
| 22 | EDM | 0.37 | ELITE 95th | |
| 23 | SJS | 0.37 | ELITE 94th | |
| 24 | SJS | 0.36 | ELITE 94th | |
| 25 | VGK | 0.36 | ELITE 94th | |
| 26 | COL | 0.36 | ELITE 94th | |
| 27 | DAL | 0.35 | ELITE 93rd | |
| 28 | MIN | 0.34 | ELITE 93rd | |
| 29 | COL | 0.34 | ELITE 93rd | |
| 30 | OTT | 0.34 | ELITE 93rd | |
| 31 | VGK | 0.34 | ELITE 93rd | |
| 32 | NSH | 0.33 | ELITE 92nd | |
| 33 | BUF | 0.32 | ELITE 92nd | |
| 34 | SEA | 0.31 | ELITE 92nd | |
| 35 | DAL | 0.31 | ELITE 91st | |
| 36 | WPG | 0.30 | ELITE 91st | |
| 37 | STL | 0.30 | ELITE 91st | |
| 38 | BOS | 0.29 | ELITE 91st | |
| 39 | MIN | 0.27 | ELITE 91st | |
| 40 | VGK | 0.27 | ELITE 91st | |
| 41 | LAK | 0.27 | ELITE 90th | |
| 42 | MIN | 0.26 | ELITE 90th | |
| 43 | CAR | 0.26 | ELITE 90th | |
| 44 | NSH | 0.26 | STRONG 89th | |
| 45 | NYR | 0.25 | STRONG 89th | |
| 46 | UTA | 0.25 | STRONG 89th | |
| 47 | TOR | 0.25 | STRONG 89th | |
| 48 | MIN | 0.24 | STRONG 88th | |
| 49 | BUF | 0.24 | STRONG 88th | |
| 50 | NYI | 0.24 | STRONG 88th | |
| 51 | PHI | 0.24 | STRONG 88th | |
| 52 | CBJ | 0.24 | STRONG 88th | |
| 53 | ANA | 0.24 | STRONG 87th | |
| 54 | VGK | 0.22 | STRONG 87th | |
| 55 | SJS | 0.21 | STRONG 87th | |
| 56 | CGY | 0.21 | STRONG 86th | |
| 57 | BUF | 0.21 | STRONG 86th | |
| 58 | SEA | 0.21 | STRONG 86th | |
| 59 | NYI | 0.21 | STRONG 86th | |
| 60 | VGK | 0.20 | STRONG 86th | |
| 61 | WPG | 0.20 | STRONG 85th | |
| 62 | WSH | 0.20 | STRONG 85th | |
| 63 | EDM | 0.19 | STRONG 85th | |
| 64 | CHI | 0.19 | STRONG 85th | |
| 65 | VAN | 0.19 | STRONG 84th | |
| 66 | SEA | 0.19 | STRONG 84th | |
| 67 | BUF | 0.19 | STRONG 84th | |
| 68 | TOR | 0.18 | STRONG 83rd | |
| 69 | SEA | 0.18 | STRONG 83rd | |
| 70 | BUF | 0.18 | STRONG 83rd | |
| 71 | BOS | 0.18 | STRONG 83rd | |
| 72 | OTT | 0.17 | STRONG 82nd | |
| 73 | VGK | 0.17 | STRONG 82nd | |
| 74 | DAL | 0.17 | STRONG 82nd | |
| 75 | TOR | 0.17 | STRONG 82nd | |
| 76 | BOS | 0.17 | STRONG 82nd | |
| 77 | SJS | 0.16 | STRONG 81st | |
| 78 | OTT | 0.16 | STRONG 81st | |
| 79 | LAK | 0.16 | STRONG 81st | |
| 80 | CHI | 0.16 | STRONG 81st | |
| 81 | BOS | 0.16 | STRONG 80th | |
| 82 | VGK | 0.16 | STRONG 80th | |
| 83 | SJS | 0.16 | STRONG 80th | |
| 84 | COL | 0.16 | STRONG 80th | |
| 85 | NYI | 0.16 | STRONG 80th | |
| 86 | TBL | 0.15 | STRONG 79th | |
| 87 | EDM | 0.15 | STRONG 79th | |
| 88 | CHI | 0.15 | STRONG 79th | |
| 89 | TOR | 0.15 | STRONG 78th | |
| 90 | DET | 0.14 | STRONG 78th | |
| 91 | MIN | 0.14 | STRONG 78th | |
| 92 | LAK | 0.14 | STRONG 78th | |
| 93 | CGY | 0.14 | STRONG 77th | |
| 94 | PIT | 0.14 | STRONG 77th | |
| 95 | WSH | 0.14 | STRONG 77th | |
| 96 | NYR | 0.14 | STRONG 77th | |
| 97 | PHI | 0.13 | STRONG 76th | |
| 98 | EDM | 0.13 | STRONG 76th | |
| 99 | DET | 0.13 | STRONG 76th | |
| 100 | NYR | 0.13 | STRONG 76th |