icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Flin Flon Bombers | SJHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2015-16 | Flin Flon Bombers | SJHL | 36 | 2 | 3 | 5 | 0.139 | 0.0356 | 0.0384 | 0.1047 | 0.1129 |
| 2016-17 | Flin Flon Bombers | SJHL | 49 | 2 | 8 | 10 | 0.204 | 0.0523 | 0.0538 | 0.1539 | 0.1583 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Canisius | D1 | AHA | — | 34 | 2 | 1 | 3 | 0.088 |
| 2020-21 | Vermont | D1 | HockeyEast | SR | 13 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Vermont | D1 | HockeyEast | JR | 27 | 1 | 0 | 1 | 0.037 |
| 2018-19 | Vermont | D1 | HockeyEast | SO | 30 | 0 | 3 | 3 | 0.100 |
| 2017-18 | Vermont | D1 | HockeyEast | FR | 30 | 1 | 1 | 2 | 0.067 |
How to read this: NCAAe and D3e factors convert a player's junior PPG into expected NCAA scoring at the D1 or D3 level. Harder conferences → lower projected PPG for the same player. A strong junior player (e.g. USHL 0.90 PPG) will project much higher in NESCAC than Big Ten because the D3 scoring environment is lower-difficulty.
Strength factor: conferences above 1.0 are harder than average; below 1.0 are easier. The formula is: Base NCAAe PPG ÷ Conference Strength = Projected PPG.