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 = 201 qualified DGoals 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 | TBL | 0.32 | ELITE 100th | |
| 2 | CBJ | 0.31 | ELITE 99th | |
| 3 | SEA | 0.30 | ELITE 99th | |
| 4 | SJS | 0.25 | ELITE 98th | |
| 5 | STL | 0.24 | ELITE 98th | |
| 6 | VGK | 0.24 | ELITE 97th | |
| 7 | WSH | 0.23 | ELITE 97th | |
| 8 | NYI | 0.22 | ELITE 96th | |
| 9 | COL | 0.22 | ELITE 96th | |
| 10 | SJS | 0.21 | ELITE 96th | |
| 11 | NYR | 0.21 | ELITE 95th | |
| 12 | CAR | 0.21 | ELITE 95th | |
| 13 | TBL | 0.21 | ELITE 94th | |
| 14 | EDM | 0.21 | ELITE 93rd | |
| 15 | DAL | 0.21 | ELITE 93rd | |
| 16 | DET | 0.19 | ELITE 92nd | |
| 17 | NSH | 0.19 | ELITE 92nd | |
| 18 | MIN | 0.19 | ELITE 92nd | |
| 19 | NJD | 0.19 | ELITE 91st | |
| 20 | BUF | 0.18 | ELITE 91st | |
| 21 | WPG | 0.18 | ELITE 90th | |
| 22 | MTL | 0.17 | STRONG 89th | |
| 23 | WPG | 0.16 | STRONG 89th | |
| 24 | CBJ | 0.16 | STRONG 89th | |
| 25 | CBJ | 0.14 | STRONG 88th | |
| 26 | NYR | 0.13 | STRONG 88th | |
| 27 | NYR | 0.13 | STRONG 87th | |
| 28 | CGY | 0.12 | STRONG 86th | |
| 29 | CAR | 0.12 | STRONG 86th | |
| 30 | EDM | 0.12 | STRONG 86th | |
| 31 | BUF | 0.12 | STRONG 85th | |
| 32 | TBL | 0.12 | STRONG 85th | |
| 33 | SJS | 0.11 | STRONG 84th | |
| 34 | OTT | 0.11 | STRONG 83rd | |
| 35 | NYR | 0.11 | STRONG 83rd | |
| 36 | PIT | 0.11 | STRONG 83rd | |
| 37 | BUF | 0.11 | STRONG 82nd | |
| 38 | FLA | 0.11 | STRONG 81st | |
| 39 | TOR | 0.11 | STRONG 81st | |
| 40 | COL | 0.11 | STRONG 81st | |
| 41 | SEA | 0.11 | STRONG 80th | |
| 42 | OTT | 0.10 | STRONG 80th | |
| 43 | VAN | 0.10 | STRONG 79th | |
| 44 | TOR | 0.10 | STRONG 79th | |
| 45 | ANA | 0.09 | STRONG 78th | |
| 46 | CHI | 0.09 | STRONG 78th | |
| 47 | SEA | 0.09 | STRONG 77th | |
| 48 | DET | 0.08 | STRONG 76th | |
| 49 | MIN | 0.08 | STRONG 76th | |
| 50 | PHI | 0.08 | STRONG 75th | |
| 51 | NYR | 0.08 | STRONG 75th | |
| 52 | MIN | 0.08 | STRONG 74th | |
| 53 | PIT | 0.08 | STRONG 73rd | |
| 54 | BUF | 0.08 | STRONG 73rd | |
| 55 | SEA | 0.08 | STRONG 73rd | |
| 56 | DAL | 0.07 | STRONG 72nd | |
| 57 | CHI | 0.07 | STRONG 72nd | |
| 58 | WSH | 0.07 | STRONG 72nd | |
| 59 | STL | 0.07 | STRONG 71st | |
| 60 | BOS | 0.07 | STRONG 71st | |
| 61 | UTA | 0.07 | STRONG 70th | |
| 62 | ANA | 0.06 | AVERAGE 69th | |
| 63 | CHI | 0.06 | AVERAGE 69th | |
| 64 | CAR | 0.06 | AVERAGE 69th | |
| 65 | MIN | 0.06 | AVERAGE 68th | |
| 66 | CGY | 0.06 | AVERAGE 68th | |
| 67 | BOS | 0.06 | AVERAGE 67th | |
| 68 | VAN | 0.06 | AVERAGE 66th | |
| 69 | COL | 0.06 | AVERAGE 66th | |
| 70 | MTL | 0.06 | AVERAGE 66th | |
| 71 | BOS | 0.05 | AVERAGE 65th | |
| 72 | OTT | 0.05 | AVERAGE 65th | |
| 73 | CGY | 0.05 | AVERAGE 64th | |
| 74 | NJD | 0.05 | AVERAGE 63rd | |
| 75 | OTT | 0.04 | AVERAGE 63rd | |
| 76 | NSH | 0.04 | AVERAGE 63rd | |
| 77 | FLA | 0.04 | AVERAGE 62nd | |
| 78 | PHI | 0.04 | AVERAGE 62nd | |
| 79 | BUF | 0.04 | AVERAGE 61st | |
| 80 | CBJ | 0.04 | AVERAGE 60th | |
| 81 | BOS | 0.04 | AVERAGE 60th | |
| 82 | OTT | 0.04 | AVERAGE 59th | |
| 83 | MTL | 0.04 | AVERAGE 59th | |
| 84 | MIN | 0.04 | AVERAGE 58th | |
| 85 | EDM | 0.04 | AVERAGE 58th | |
| 86 | SEA | 0.03 | AVERAGE 58th | |
| 87 | WSH | 0.03 | AVERAGE 57th | |
| 88 | VGK | 0.03 | AVERAGE 56th | |
| 89 | TBL | 0.03 | AVERAGE 56th | |
| 90 | NJD | 0.03 | AVERAGE 55th | |
| 91 | DET | 0.03 | AVERAGE 55th | |
| 92 | TBL | 0.03 | AVERAGE 54th | |
| 93 | EDM | 0.02 | AVERAGE 54th | |
| 94 | DET | 0.02 | AVERAGE 54th | |
| 95 | BOS | 0.02 | AVERAGE 53rd | |
| 96 | LAK | 0.02 | AVERAGE 53rd | |
| 97 | COL | 0.02 | AVERAGE 52nd | |
| 98 | ANA | 0.02 | AVERAGE 52nd | |
| 99 | ANA | 0.02 | AVERAGE 51st | |
| 100 | VGK | 0.02 | AVERAGE 50th |