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
TOI / Game (min)
n = 201 qualified DAverage minutes of ice time per game.
all · higher is better — leaders on top · min
| # | Tm | Player | Value | vs. position |
|---|---|---|---|---|
| 1 | VAN | 27.74 | ELITE 100th | |
| 2 | CBJ | 26.61 | ELITE 99th | |
| 3 | DET | 25.67 | ELITE 99th | |
| 4 | DAL | 25.47 | ELITE 98th | |
| 5 | VAN | 25.01 | ELITE 98th | |
| 6 | NSH | 24.88 | ELITE 98th | |
| 7 | COL | 24.85 | ELITE 97th | |
| 8 | OTT | 24.84 | ELITE 96th | |
| 9 | CBJ | 24.81 | ELITE 96th | |
| 10 | WPG | 24.72 | ELITE 95th | |
| 11 | NYI | 24.68 | ELITE 95th | |
| 12 | EDM | 24.68 | ELITE 94th | |
| 13 | MIN | 24.68 | ELITE 94th | |
| 14 | BOS | 24.39 | ELITE 93rd | |
| 15 | UTA | 24.30 | ELITE 93rd | |
| 16 | ANA | 24.25 | ELITE 93rd | |
| 17 | PHI | 24.22 | ELITE 92nd | |
| 18 | BUF | 24.19 | ELITE 91st | |
| 19 | MTL | 24.16 | ELITE 91st | |
| 20 | MTL | 23.77 | ELITE 90th | |
| 21 | NYR | 23.73 | ELITE 90th | |
| 22 | FLA | 23.70 | ELITE 90th | |
| 23 | NYR | 23.63 | STRONG 89th | |
| 24 | PIT | 23.60 | STRONG 88th | |
| 25 | STL | 23.36 | STRONG 88th | |
| 26 | WSH | 23.34 | STRONG 87th | |
| 27 | DAL | 23.23 | STRONG 87th | |
| 28 | CGY | 23.20 | STRONG 86th | |
| 29 | WSH | 23.16 | STRONG 86th | |
| 30 | LAK | 23.09 | STRONG 85th | |
| 31 | DAL | 23.06 | STRONG 85th | |
| 32 | NJD | 23.01 | STRONG 85th | |
| 33 | VGK | 22.84 | STRONG 84th | |
| 34 | BUF | 22.83 | STRONG 83rd | |
| 35 | ANA | 22.83 | STRONG 83rd | |
| 36 | WPG | 22.71 | STRONG 82nd | |
| 37 | TBL | 22.69 | STRONG 82nd | |
| 38 | FLA | 22.63 | STRONG 82nd | |
| 39 | NSH | 22.61 | STRONG 81st | |
| 40 | VGK | 22.60 | STRONG 81st | |
| 41 | OTT | 22.58 | STRONG 80th | |
| 42 | SEA | 22.56 | STRONG 79th | |
| 43 | PHI | 22.54 | STRONG 79th | |
| 44 | MTL | 22.48 | STRONG 79th | |
| 45 | FLA | 22.48 | STRONG 78th | |
| 46 | CGY | 22.46 | STRONG 77th | |
| 47 | TOR | 22.40 | STRONG 77th | |
| 48 | CAR | 22.39 | STRONG 76th | |
| 49 | COL | 22.37 | STRONG 76th | |
| 50 | DET | 22.36 | STRONG 76th | |
| 51 | BUF | 22.34 | STRONG 75th | |
| 52 | STL | 22.20 | STRONG 74th | |
| 53 | STL | 22.01 | STRONG 74th | |
| 54 | CGY | 21.95 | STRONG 74th | |
| 55 | WPG | 21.82 | STRONG 73rd | |
| 56 | CAR | 21.81 | STRONG 72nd | |
| 57 | PIT | 21.68 | STRONG 72nd | |
| 58 | SEA | 21.66 | STRONG 71st | |
| 59 | BUF | 21.65 | STRONG 71st | |
| 60 | BOS | 21.62 | STRONG 70th | |
| 61 | TBL | 21.57 | STRONG 70th | |
| 62 | PHI | 21.55 | AVERAGE 69th | |
| 63 | NJD | 21.54 | AVERAGE 69th | |
| 64 | WPG | 21.46 | AVERAGE 68th | |
| 65 | VAN | 21.45 | AVERAGE 68th | |
| 66 | PHI | 21.39 | AVERAGE 68th | |
| 67 | SEA | 21.37 | AVERAGE 67th | |
| 68 | SJS | 21.20 | AVERAGE 66th | |
| 69 | TOR | 21.14 | AVERAGE 66th | |
| 70 | CHI | 21.13 | AVERAGE 65th | |
| 71 | STL | 21.08 | AVERAGE 65th | |
| 72 | CBJ | 21.07 | AVERAGE 64th | |
| 73 | SJS | 21.03 | AVERAGE 64th | |
| 74 | EDM | 20.97 | AVERAGE 63rd | |
| 75 | NYI | 20.89 | AVERAGE 63rd | |
| 76 | BOS | 20.88 | AVERAGE 63rd | |
| 77 | DET | 20.84 | AVERAGE 62nd | |
| 78 | NYI | 20.82 | AVERAGE 62nd | |
| 79 | OTT | 20.79 | AVERAGE 61st | |
| 80 | WSH | 20.61 | AVERAGE 60th | |
| 81 | TOR | 20.60 | AVERAGE 60th | |
| 82 | EDM | 20.59 | AVERAGE 60th | |
| 83 | LAK | 20.57 | AVERAGE 59th | |
| 84 | VGK | 20.52 | AVERAGE 59th | |
| 85 | SJS | 20.47 | AVERAGE 58th | |
| 86 | NYR | 20.44 | AVERAGE 58th | |
| 87 | FLA | 20.36 | AVERAGE 57th | |
| 88 | VGK | 20.32 | AVERAGE 57th | |
| 89 | MIN | 20.29 | AVERAGE 56th | |
| 90 | UTA | 20.20 | AVERAGE 56th | |
| 91 | PIT | 20.17 | AVERAGE 55th | |
| 92 | CAR | 20.14 | AVERAGE 54th | |
| 93 | CGY | 20.08 | AVERAGE 54th | |
| 94 | SJS | 19.85 | AVERAGE 54th | |
| 95 | LAK | 19.80 | AVERAGE 53rd | |
| 96 | UTA | 19.70 | AVERAGE 53rd | |
| 97 | NJD | 19.67 | AVERAGE 52nd | |
| 98 | NSH | 19.63 | AVERAGE 51st | |
| 99 | CHI | 19.61 | AVERAGE 51st | |
| 100 | MIN | 19.59 | AVERAGE 51st |