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
Shots on Goal
n = 201 qualified DTotal shots on goal on the season.
all · higher is better — leaders on top
| # | Tm | Player | Value | vs. position |
|---|---|---|---|---|
| 1 | CBJ | 260 | ELITE 100th | |
| 2 | NYI | 222 | ELITE 99th | |
| 3 | WSH | 221 | ELITE 98th | |
| 4 | EDM | 221 | ELITE 98th | |
| 5 | TBL | 212 | ELITE 98th | |
| 6 | NJD | 203 | ELITE 97th | |
| 7 | COL | 199 | ELITE 97th | |
| 8 | BUF | 194 | ELITE 96th | |
| 9 | VAN | 187 | ELITE 95th | |
| 10 | DET | 187 | ELITE 95th | |
| 11 | NSH | 181 | ELITE 95th | |
| 12 | CAR | 179 | ELITE 94th | |
| 13 | SEA | 179 | ELITE 94th | |
| 14 | CGY | 178 | ELITE 93rd | |
| 15 | PIT | 176 | ELITE 93rd | |
| 16 | SEA | 174 | ELITE 92nd | |
| 17 | MIN | 173 | ELITE 92nd | |
| 18 | COL | 172 | ELITE 91st | |
| 19 | ANA | 166 | ELITE 91st | |
| 20 | COL | 164 | ELITE 90th | |
| 21 | EDM | 164 | ELITE 90th | |
| 22 | LAK | 159 | STRONG 89th | |
| 23 | UTA | 159 | STRONG 89th | |
| 24 | MTL | 158 | STRONG 88th | |
| 25 | CBJ | 158 | STRONG 88th | |
| 26 | ANA | 157 | STRONG 87th | |
| 27 | CGY | 154 | STRONG 87th | |
| 28 | WSH | 153 | STRONG 86th | |
| 29 | NJD | 150 | STRONG 86th | |
| 30 | NYI | 148 | STRONG 84th | |
| 31 | DAL | 148 | STRONG 84th | |
| 32 | STL | 148 | STRONG 84th | |
| 33 | OTT | 147 | STRONG 84th | |
| 34 | WPG | 146 | STRONG 83rd | |
| 35 | TOR | 141 | STRONG 83rd | |
| 36 | VAN | 137 | STRONG 82nd | |
| 37 | VGK | 135 | STRONG 82nd | |
| 38 | EDM | 131 | STRONG 81st | |
| 39 | VGK | 130 | STRONG 81st | |
| 40 | COL | 128 | STRONG 80th | |
| 41 | MTL | 124 | STRONG 80th | |
| 42 | CAR | 123 | STRONG 79th | |
| 43 | NYI | 122 | STRONG 78th | |
| 44 | CAR | 122 | STRONG 78th | |
| 45 | BUF | 120 | STRONG 78th | |
| 46 | ANA | 119 | STRONG 77th | |
| 47 | NYR | 119 | STRONG 77th | |
| 48 | CAR | 116 | STRONG 76th | |
| 49 | COL | 115 | STRONG 76th | |
| 50 | CHI | 114 | STRONG 75th | |
| 51 | MTL | 114 | STRONG 75th | |
| 52 | DAL | 113 | STRONG 74th | |
| 53 | FLA | 112 | STRONG 74th | |
| 54 | TBL | 111 | STRONG 72nd | |
| 55 | NSH | 111 | STRONG 72nd | |
| 56 | BOS | 111 | STRONG 72nd | |
| 57 | BUF | 109 | STRONG 71st | |
| 58 | BUF | 109 | STRONG 71st | |
| 59 | TOR | 108 | STRONG 70th | |
| 60 | OTT | 108 | STRONG 70th | |
| 61 | BOS | 107 | STRONG 70th | |
| 62 | SEA | 106 | AVERAGE 69th | |
| 63 | STL | 105 | AVERAGE 69th | |
| 64 | LAK | 104 | AVERAGE 68th | |
| 65 | PIT | 104 | AVERAGE 68th | |
| 66 | DET | 103 | AVERAGE 67th | |
| 67 | NYR | 102 | AVERAGE 67th | |
| 68 | LAK | 101 | AVERAGE 65th | |
| 69 | PHI | 101 | AVERAGE 65th | |
| 70 | NJD | 101 | AVERAGE 65th | |
| 71 | BOS | 100 | AVERAGE 64th | |
| 72 | CAR | 100 | AVERAGE 64th | |
| 73 | OTT | 99 | AVERAGE 64th | |
| 74 | STL | 98 | AVERAGE 63rd | |
| 75 | FLA | 97 | AVERAGE 62nd | |
| 76 | WPG | 97 | AVERAGE 62nd | |
| 77 | WPG | 96 | AVERAGE 61st | |
| 78 | EDM | 96 | AVERAGE 61st | |
| 79 | PHI | 95 | AVERAGE 60th | |
| 80 | EDM | 95 | AVERAGE 60th | |
| 81 | WSH | 94 | AVERAGE 59th | |
| 82 | SJS | 94 | AVERAGE 59th | |
| 83 | PHI | 94 | AVERAGE 59th | |
| 84 | NYI | 93 | AVERAGE 58th | |
| 85 | CBJ | 93 | AVERAGE 58th | |
| 86 | OTT | 92 | AVERAGE 57th | |
| 87 | SJS | 91 | AVERAGE 56th | |
| 88 | NYR | 91 | AVERAGE 56th | |
| 89 | STL | 91 | AVERAGE 56th | |
| 90 | WSH | 90 | AVERAGE 54th | |
| 91 | MIN | 90 | AVERAGE 54th | |
| 92 | OTT | 90 | AVERAGE 54th | |
| 93 | PHI | 89 | AVERAGE 54th | |
| 94 | FLA | 88 | AVERAGE 52nd | |
| 95 | VAN | 88 | AVERAGE 52nd | |
| 96 | CBJ | 88 | AVERAGE 52nd | |
| 97 | DET | 88 | AVERAGE 52nd | |
| 98 | WPG | 87 | AVERAGE 51st | |
| 99 | UTA | 86 | AVERAGE 50th | |
| 100 | CHI | 86 | AVERAGE 50th |