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
xG per Shot (quality)
n = 411 qualified FAverage shot quality: expected goals divided by shots on goal.
all · higher is better — leaders on top · xG/shot
| # | Tm | Player | Value | vs. position |
|---|---|---|---|---|
| 1 | EDM | 0.211 | ELITE 100th | |
| 2 | WPG | 0.180 | ELITE 100th | |
| 3 | NYI | 0.178 | ELITE 100th | |
| 4 | CAR | 0.178 | ELITE 99th | |
| 5 | MTL | 0.177 | ELITE 99th | |
| 6 | VGK | 0.176 | ELITE 99th | |
| 7 | DAL | 0.175 | ELITE 99th | |
| 8 | TOR | 0.174 | ELITE 98th | |
| 9 | VGK | 0.173 | ELITE 98th | |
| 10 | NSH | 0.173 | ELITE 98th | |
| 11 | CAR | 0.173 | ELITE 97th | |
| 12 | MTL | 0.172 | ELITE 97th | |
| 13 | MTL | 0.172 | ELITE 97th | |
| 14 | DAL | 0.172 | ELITE 97th | |
| 15 | MIN | 0.170 | ELITE 96th | |
| 16 | DET | 0.169 | ELITE 96th | |
| 17 | FLA | 0.169 | ELITE 96th | |
| 18 | SEA | 0.168 | ELITE 96th | |
| 19 | WPG | 0.167 | ELITE 95th | |
| 20 | CHI | 0.167 | ELITE 95th | |
| 21 | STL | 0.167 | ELITE 95th | |
| 22 | NJD | 0.166 | ELITE 95th | |
| 23 | ANA | 0.166 | ELITE 95th | |
| 24 | TOR | 0.166 | ELITE 94th | |
| 25 | BOS | 0.165 | ELITE 94th | |
| 26 | WSH | 0.165 | ELITE 94th | |
| 27 | CAR | 0.165 | ELITE 93rd | |
| 28 | TBL | 0.164 | ELITE 93rd | |
| 29 | TBL | 0.164 | ELITE 93rd | |
| 30 | SEA | 0.164 | ELITE 93rd | |
| 31 | NYR | 0.163 | ELITE 92nd | |
| 32 | MTL | 0.163 | ELITE 92nd | |
| 33 | PHI | 0.163 | ELITE 92nd | |
| 34 | CAR | 0.163 | ELITE 92nd | |
| 35 | VGK | 0.163 | ELITE 92nd | |
| 36 | NJD | 0.162 | ELITE 91st | |
| 37 | DET | 0.162 | ELITE 91st | |
| 38 | CBJ | 0.162 | ELITE 91st | |
| 39 | BUF | 0.161 | ELITE 91st | |
| 40 | TBL | 0.160 | ELITE 90th | |
| 41 | NYR | 0.160 | ELITE 90th | |
| 42 | UTA | 0.160 | ELITE 90th | |
| 43 | BOS | 0.160 | ELITE 90th | |
| 44 | COL | 0.160 | STRONG 89th | |
| 45 | SJS | 0.160 | STRONG 89th | |
| 46 | NYR | 0.159 | STRONG 89th | |
| 47 | TBL | 0.159 | STRONG 89th | |
| 48 | LAK | 0.159 | STRONG 88th | |
| 49 | LAK | 0.158 | STRONG 88th | |
| 50 | DAL | 0.158 | STRONG 88th | |
| 51 | NSH | 0.158 | STRONG 88th | |
| 52 | BUF | 0.157 | STRONG 88th | |
| 53 | FLA | 0.157 | STRONG 87th | |
| 54 | UTA | 0.156 | STRONG 87th | |
| 55 | DAL | 0.156 | STRONG 87th | |
| 56 | TOR | 0.156 | STRONG 87th | |
| 57 | COL | 0.155 | STRONG 86th | |
| 58 | CGY | 0.155 | STRONG 86th | |
| 59 | PHI | 0.155 | STRONG 86th | |
| 60 | DAL | 0.155 | STRONG 86th | |
| 61 | WPG | 0.155 | STRONG 85th | |
| 62 | DET | 0.154 | STRONG 85th | |
| 63 | NYI | 0.154 | STRONG 85th | |
| 64 | OTT | 0.153 | STRONG 84th | |
| 65 | PHI | 0.153 | STRONG 84th | |
| 66 | LAK | 0.153 | STRONG 84th | |
| 67 | NSH | 0.153 | STRONG 84th | |
| 68 | PHI | 0.153 | STRONG 83rd | |
| 69 | STL | 0.153 | STRONG 83rd | |
| 70 | BOS | 0.152 | STRONG 83rd | |
| 71 | CBJ | 0.152 | STRONG 83rd | |
| 72 | PIT | 0.152 | STRONG 83rd | |
| 73 | BOS | 0.152 | STRONG 82nd | |
| 74 | DAL | 0.152 | STRONG 82nd | |
| 75 | PHI | 0.152 | STRONG 82nd | |
| 76 | NYI | 0.152 | STRONG 82nd | |
| 77 | CAR | 0.151 | STRONG 82nd | |
| 78 | OTT | 0.151 | STRONG 81st | |
| 79 | CHI | 0.151 | STRONG 81st | |
| 80 | OTT | 0.151 | STRONG 80th | |
| 81 | TBL | 0.151 | STRONG 80th | |
| 82 | PIT | 0.151 | STRONG 80th | |
| 83 | STL | 0.150 | STRONG 80th | |
| 84 | CHI | 0.150 | STRONG 80th | |
| 85 | NYI | 0.150 | STRONG 79th | |
| 86 | PIT | 0.150 | STRONG 79th | |
| 87 | UTA | 0.150 | STRONG 79th | |
| 88 | SJS | 0.150 | STRONG 79th | |
| 89 | NJD | 0.150 | STRONG 78th | |
| 90 | MTL | 0.149 | STRONG 78th | |
| 91 | ANA | 0.149 | STRONG 78th | |
| 92 | DET | 0.149 | STRONG 78th | |
| 93 | VAN | 0.149 | STRONG 77th | |
| 94 | COL | 0.149 | STRONG 77th | |
| 95 | MTL | 0.149 | STRONG 77th | |
| 96 | CHI | 0.149 | STRONG 77th | |
| 97 | MTL | 0.149 | STRONG 76th | |
| 98 | COL | 0.148 | STRONG 76th | |
| 99 | BUF | 0.148 | STRONG 76th | |
| 100 | ANA | 0.148 | STRONG 76th |