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
Points
n = 411 qualified FTotal points on the season.
all · higher is better — leaders on top
| # | Tm | Player | Value | vs. position |
|---|---|---|---|---|
| 1 | EDM | 138 | ELITE 100th | |
| 2 | TBL | 130 | ELITE 100th | |
| 3 | COL | 127 | ELITE 99th | |
| 4 | SJS | 115 | ELITE 99th | |
| 5 | WPG | 103 | ELITE 99th | |
| 6 | MTL | 101 | ELITE 99th | |
| 7 | COL | 100 | ELITE 98th | |
| 8 | BOS | 100 | ELITE 98th | |
| 9 | EDM | 97 | ELITE 98th | |
| 10 | DAL | 96 | ELITE 98th | |
| 11 | WPG | 92 | ELITE 97th | |
| 12 | VGK | 90 | ELITE 97th | |
| 13 | MIN | 89 | ELITE 97th | |
| 14 | MTL | 88 | ELITE 96th | |
| 15 | TBL | 88 | ELITE 96th | |
| 16 | UTA | 88 | ELITE 96th | |
| 17 | DAL | 86 | ELITE 96th | |
| 18 | DET | 85 | ELITE 95th | |
| 19 | MIN | 85 | ELITE 95th | |
| 20 | NYR | 84 | ELITE 95th | |
| 21 | OTT | 83 | ELITE 95th | |
| 22 | BUF | 81 | ELITE 95th | |
| 23 | CAR | 80 | ELITE 94th | |
| 24 | VGK | 80 | ELITE 94th | |
| 25 | TOR | 79 | ELITE 94th | |
| 26 | NYR | 78 | ELITE 94th | |
| 27 | NJD | 77 | ELITE 93rd | |
| 28 | DAL | 77 | ELITE 93rd | |
| 29 | DET | 76 | ELITE 93rd | |
| 30 | NSH | 75 | ELITE 92nd | |
| 31 | CHI | 75 | ELITE 92nd | |
| 32 | NSH | 74 | ELITE 91st | |
| 33 | UTA | 74 | ELITE 91st | |
| 34 | PIT | 74 | ELITE 91st | |
| 35 | TBL | 74 | ELITE 91st | |
| 36 | VGK | 73 | ELITE 91st | |
| 37 | MTL | 73 | ELITE 91st | |
| 38 | LAK | 73 | ELITE 91st | |
| 39 | UTA | 73 | ELITE 91st | |
| 40 | NYI | 72 | ELITE 90th | |
| 41 | CAR | 71 | STRONG 89th | |
| 42 | OTT | 71 | STRONG 89th | |
| 43 | NJD | 71 | STRONG 89th | |
| 44 | TOR | 71 | STRONG 89th | |
| 45 | CAR | 70 | STRONG 89th | |
| 46 | WPG | 69 | STRONG 89th | |
| 47 | ANA | 69 | STRONG 89th | |
| 48 | PHI | 68 | STRONG 88th | |
| 49 | BOS | 68 | STRONG 88th | |
| 50 | CBJ | 67 | STRONG 87th | |
| 51 | PHI | 67 | STRONG 87th | |
| 52 | ANA | 67 | STRONG 87th | |
| 53 | DET | 67 | STRONG 87th | |
| 54 | CAR | 66 | STRONG 86th | |
| 55 | TOR | 66 | STRONG 86th | |
| 56 | NSH | 66 | STRONG 86th | |
| 57 | BUF | 66 | STRONG 86th | |
| 58 | NJD | 66 | STRONG 86th | |
| 59 | BOS | 65 | STRONG 85th | |
| 60 | COL | 65 | STRONG 85th | |
| 61 | PIT | 65 | STRONG 85th | |
| 62 | STL | 64 | STRONG 84th | |
| 63 | VGK | 64 | STRONG 84th | |
| 64 | WSH | 64 | STRONG 84th | |
| 65 | PIT | 64 | STRONG 84th | |
| 66 | WSH | 62 | STRONG 84th | |
| 67 | MTL | 62 | STRONG 84th | |
| 68 | PIT | 61 | STRONG 83rd | |
| 69 | FLA | 61 | STRONG 83rd | |
| 70 | VGK | 61 | STRONG 83rd | |
| 71 | ANA | 60 | STRONG 83rd | |
| 72 | SJS | 59 | STRONG 82nd | |
| 73 | CBJ | 59 | STRONG 82nd | |
| 74 | OTT | 59 | STRONG 82nd | |
| 75 | OTT | 59 | STRONG 82nd | |
| 76 | CBJ | 58 | STRONG 81st | |
| 77 | WSH | 58 | STRONG 81st | |
| 78 | FLA | 58 | STRONG 81st | |
| 79 | VGK | 58 | STRONG 81st | |
| 80 | CHI | 58 | STRONG 81st | |
| 81 | NYI | 57 | STRONG 80th | |
| 82 | ANA | 57 | STRONG 80th | |
| 83 | DET | 57 | STRONG 80th | |
| 84 | NYR | 57 | STRONG 80th | |
| 85 | NSH | 56 | STRONG 79th | |
| 86 | EDM | 56 | STRONG 79th | |
| 87 | SEA | 55 | STRONG 78th | |
| 88 | SJS | 55 | STRONG 78th | |
| 89 | FLA | 55 | STRONG 78th | |
| 90 | FLA | 54 | STRONG 77th | |
| 91 | BOS | 54 | STRONG 77th | |
| 92 | MIN | 54 | STRONG 77th | |
| 93 | BUF | 54 | STRONG 77th | |
| 94 | NYR | 53 | STRONG 76th | |
| 95 | CAR | 53 | STRONG 76th | |
| 96 | NYR | 53 | STRONG 76th | |
| 97 | SJS | 53 | STRONG 76th | |
| 98 | TOR | 53 | STRONG 76th | |
| 99 | EDM | 52 | STRONG 75th | |
| 100 | TBL | 52 | STRONG 75th |