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
Shooting %
n = 201 qualified DPercentage of shots on goal that become goals.
all · higher is better — leaders on top · %
| # | Tm | Player | Value | vs. position |
|---|---|---|---|---|
| 1 | SEA | 17.4% | ELITE 100th | |
| 2 | TBL | 15.4% | ELITE 99th | |
| 3 | DAL | 14.8% | ELITE 99th | |
| 4 | CBJ | 14.8% | ELITE 98th | |
| 5 | SJS | 12.7% | ELITE 98th | |
| 6 | MTL | 12.5% | ELITE 97th | |
| 7 | BUF | 11.9% | ELITE 97th | |
| 8 | WSH | 11.8% | ELITE 96th | |
| 9 | NYR | 11.8% | ELITE 96th | |
| 10 | PHI | 11.6% | ELITE 95th | |
| 11 | CAR | 11.2% | ELITE 95th | |
| 12 | OTT | 11.1% | ELITE 94th | |
| 13 | NSH | 11.1% | ELITE 94th | |
| 14 | NJD | 10.9% | ELITE 94th | |
| 15 | STL | 10.8% | ELITE 93rd | |
| 16 | TBL | 10.4% | ELITE 93rd | |
| 17 | NYI | 10.4% | ELITE 92nd | |
| 18 | DET | 10.3% | ELITE 91st | |
| 19 | DET | 10.2% | ELITE 91st | |
| 20 | SJS | 10.2% | ELITE 91st | |
| 21 | ANA | 10.1% | ELITE 90th | |
| 22 | BUF | 10.1% | STRONG 89th | |
| 23 | COL | 10.1% | STRONG 89th | |
| 24 | BOS | 9.9% | STRONG 88th | |
| 25 | NYR | 9.9% | STRONG 88th | |
| 26 | BUF | 9.8% | STRONG 87th | |
| 27 | BOS | 9.7% | STRONG 87th | |
| 28 | MTL | 9.7% | STRONG 86th | |
| 29 | WPG | 9.6% | STRONG 86th | |
| 30 | CGY | 9.6% | STRONG 86th | |
| 31 | OTT | 9.5% | STRONG 85th | |
| 32 | EDM | 9.5% | STRONG 85th | |
| 33 | WPG | 9.4% | STRONG 84th | |
| 34 | TBL | 9.3% | STRONG 83rd | |
| 35 | WSH | 9.2% | STRONG 83rd | |
| 36 | BUF | 9.1% | STRONG 82nd | |
| 37 | CAR | 9.0% | STRONG 82nd | |
| 38 | MIN | 8.7% | STRONG 81st | |
| 39 | CBJ | 8.6% | STRONG 81st | |
| 40 | PIT | 8.5% | STRONG 80th | |
| 41 | VAN | 8.5% | STRONG 80th | |
| 42 | CBJ | 8.5% | STRONG 79th | |
| 43 | VGK | 8.5% | STRONG 79th | |
| 44 | PIT | 8.3% | STRONG 77th | |
| 45 | BUF | 8.3% | STRONG 77th | |
| 46 | EDM | 8.3% | STRONG 77th | |
| 47 | MIN | 8.2% | STRONG 77th | |
| 48 | NYR | 8.1% | STRONG 76th | |
| 49 | CHI | 8.0% | STRONG 76th | |
| 50 | FLA | 8.0% | STRONG 75th | |
| 51 | PHI | 7.9% | STRONG 75th | |
| 52 | TOR | 7.8% | STRONG 74th | |
| 53 | VGK | 7.7% | STRONG 73rd | |
| 54 | MTL | 7.7% | STRONG 73rd | |
| 55 | NYR | 7.6% | STRONG 72nd | |
| 56 | MTL | 7.6% | STRONG 72nd | |
| 57 | FLA | 7.6% | STRONG 72nd | |
| 58 | TBL | 7.5% | STRONG 71st | |
| 59 | SJS | 7.4% | STRONG 71st | |
| 60 | TOR | 7.4% | STRONG 70th | |
| 61 | CBJ | 7.4% | STRONG 70th | |
| 62 | COL | 7.3% | STRONG 70th | |
| 63 | UTA | 7.3% | AVERAGE 69th | |
| 64 | NYR | 7.2% | AVERAGE 69th | |
| 65 | DAL | 7.2% | AVERAGE 68th | |
| 66 | NSH | 7.2% | AVERAGE 67th | |
| 67 | CHI | 7.1% | AVERAGE 67th | |
| 68 | OTT | 7.1% | AVERAGE 66th | |
| 69 | CGY | 7.0% | AVERAGE 66th | |
| 70 | COL | 7.0% | AVERAGE 65th | |
| 71 | WSH | 6.8% | AVERAGE 65th | |
| 72 | WSH | 6.8% | AVERAGE 65th | |
| 73 | MIN | 6.7% | AVERAGE 64th | |
| 74 | MIN | 6.7% | AVERAGE 64th | |
| 75 | BUF | 6.7% | AVERAGE 64th | |
| 76 | SEA | 6.6% | AVERAGE 63rd | |
| 77 | LAK | 6.6% | AVERAGE 62nd | |
| 78 | VAN | 6.5% | AVERAGE 61st | |
| 79 | DAL | 6.5% | AVERAGE 61st | |
| 80 | CAR | 6.5% | AVERAGE 61st | |
| 81 | TOR | 6.5% | AVERAGE 59th | |
| 82 | SEA | 6.5% | AVERAGE 59th | |
| 83 | OTT | 6.5% | AVERAGE 59th | |
| 84 | BOS | 6.4% | AVERAGE 59th | |
| 85 | ANA | 6.4% | AVERAGE 58th | |
| 86 | SEA | 6.3% | AVERAGE 57th | |
| 87 | TBL | 6.3% | AVERAGE 57th | |
| 88 | UTA | 6.3% | AVERAGE 56th | |
| 89 | CGY | 6.2% | AVERAGE 56th | |
| 90 | VGK | 6.2% | AVERAGE 55th | |
| 91 | STL | 6.2% | AVERAGE 55th | |
| 92 | SEA | 6.1% | AVERAGE 55th | |
| 93 | CHI | 6.1% | AVERAGE 54th | |
| 94 | MTL | 6.1% | AVERAGE 54th | |
| 95 | STL | 6.1% | AVERAGE 53rd | |
| 96 | BOS | 6.1% | AVERAGE 53rd | |
| 97 | DAL | 6.1% | AVERAGE 52nd | |
| 98 | ANA | 6.1% | AVERAGE 51st | |
| 99 | ANA | 6.0% | AVERAGE 51st | |
| 100 | UTA | 6.0% | AVERAGE 51st |