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
Goals
n = 411 qualified FTotal goals on the season.
all · higher is better — leaders on top
| # | Tm | Player | Value | vs. position |
|---|---|---|---|---|
| 1 | COL | 53 | ELITE 100th | |
| 2 | MTL | 51 | ELITE 100th | |
| 3 | EDM | 48 | ELITE 99th | |
| 4 | SJS | 45 | ELITE 98th | |
| 5 | MIN | 45 | ELITE 98th | |
| 6 | DAL | 45 | ELITE 98th | |
| 7 | DAL | 45 | ELITE 98th | |
| 8 | TBL | 44 | ELITE 98th | |
| 9 | MIN | 42 | ELITE 98th | |
| 10 | NSH | 42 | ELITE 98th | |
| 11 | DET | 41 | ELITE 97th | |
| 12 | ANA | 41 | ELITE 97th | |
| 13 | BUF | 40 | ELITE 96th | |
| 14 | UTA | 40 | ELITE 96th | |
| 15 | NSH | 40 | ELITE 96th | |
| 16 | BOS | 39 | ELITE 96th | |
| 17 | WPG | 39 | ELITE 96th | |
| 18 | COL | 38 | ELITE 95th | |
| 19 | TBL | 38 | ELITE 95th | |
| 20 | VGK | 37 | ELITE 95th | |
| 21 | WPG | 36 | ELITE 94th | |
| 22 | LAK | 36 | ELITE 94th | |
| 23 | TBL | 36 | ELITE 94th | |
| 24 | EDM | 35 | ELITE 94th | |
| 25 | OTT | 34 | ELITE 93rd | |
| 26 | NYR | 34 | ELITE 93rd | |
| 27 | DET | 34 | ELITE 93rd | |
| 28 | UTA | 33 | ELITE 92nd | |
| 29 | BUF | 33 | ELITE 92nd | |
| 30 | OTT | 33 | ELITE 92nd | |
| 31 | COL | 33 | ELITE 92nd | |
| 32 | PIT | 33 | ELITE 92nd | |
| 33 | CAR | 32 | ELITE 91st | |
| 34 | WSH | 32 | ELITE 91st | |
| 35 | CHI | 32 | ELITE 91st | |
| 36 | NYI | 31 | ELITE 91st | |
| 37 | CAR | 31 | ELITE 91st | |
| 38 | EDM | 31 | ELITE 91st | |
| 39 | TOR | 31 | ELITE 91st | |
| 40 | BOS | 30 | STRONG 89th | |
| 41 | WPG | 30 | STRONG 89th | |
| 42 | MTL | 30 | STRONG 89th | |
| 43 | TOR | 30 | STRONG 89th | |
| 44 | WSH | 30 | STRONG 89th | |
| 45 | CHI | 30 | STRONG 89th | |
| 46 | FLA | 29 | STRONG 87th | |
| 47 | ANA | 29 | STRONG 87th | |
| 48 | TOR | 29 | STRONG 87th | |
| 49 | PIT | 29 | STRONG 87th | |
| 50 | MTL | 29 | STRONG 87th | |
| 51 | BOS | 29 | STRONG 87th | |
| 52 | PIT | 29 | STRONG 87th | |
| 53 | VGK | 28 | STRONG 86th | |
| 54 | PHI | 28 | STRONG 86th | |
| 55 | NYR | 28 | STRONG 86th | |
| 56 | NJD | 28 | STRONG 86th | |
| 57 | OTT | 28 | STRONG 86th | |
| 58 | CBJ | 27 | STRONG 84th | |
| 59 | FLA | 27 | STRONG 84th | |
| 60 | CAR | 27 | STRONG 84th | |
| 61 | PHI | 27 | STRONG 84th | |
| 62 | TOR | 27 | STRONG 84th | |
| 63 | VGK | 27 | STRONG 84th | |
| 64 | NJD | 27 | STRONG 84th | |
| 65 | CAR | 26 | STRONG 83rd | |
| 66 | PHI | 26 | STRONG 83rd | |
| 67 | UTA | 26 | STRONG 83rd | |
| 68 | FLA | 26 | STRONG 83rd | |
| 69 | SEA | 26 | STRONG 83rd | |
| 70 | UTA | 25 | STRONG 81st | |
| 71 | STL | 25 | STRONG 81st | |
| 72 | NSH | 25 | STRONG 81st | |
| 73 | BOS | 25 | STRONG 81st | |
| 74 | BUF | 25 | STRONG 81st | |
| 75 | DET | 25 | STRONG 81st | |
| 76 | WSH | 25 | STRONG 81st | |
| 77 | FLA | 25 | STRONG 81st | |
| 78 | UTA | 24 | STRONG 79th | |
| 79 | LAK | 24 | STRONG 79th | |
| 80 | BUF | 24 | STRONG 79th | |
| 81 | PIT | 24 | STRONG 79th | |
| 82 | NYR | 24 | STRONG 79th | |
| 83 | SJS | 24 | STRONG 79th | |
| 84 | NJD | 24 | STRONG 79th | |
| 85 | CBJ | 24 | STRONG 79th | |
| 86 | VGK | 24 | STRONG 79th | |
| 87 | VGK | 24 | STRONG 79th | |
| 88 | UTA | 24 | STRONG 79th | |
| 89 | MIN | 23 | STRONG 76th | |
| 90 | MIN | 23 | STRONG 76th | |
| 91 | OTT | 23 | STRONG 76th | |
| 92 | TOR | 23 | STRONG 76th | |
| 93 | ANA | 23 | STRONG 76th | |
| 94 | VGK | 23 | STRONG 76th | |
| 95 | TBL | 23 | STRONG 76th | |
| 96 | VAN | 23 | STRONG 76th | |
| 97 | VAN | 23 | STRONG 76th | |
| 98 | MTL | 22 | STRONG 74th | |
| 99 | CAR | 22 | STRONG 74th | |
| 100 | ANA | 22 | STRONG 74th |