| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Camrose Kodiaks | AJHL | 50 | 2 | 5 | 7 | 0.140 | 0.0468 | 0.0469 | 0.1300 | 0.1303 |
| 2015-16 | Camrose Kodiaks | AJHL | 51 | 0 | 11 | 11 | 0.216 | 0.0720 | 0.0688 | 0.2002 | 0.1914 |
| 2016-17 | Camrose Kodiaks | AJHL | 58 | 3 | 15 | 18 | 0.310 | 0.1036 | 0.0940 | 0.2881 | 0.2614 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | St. Norbert | D3 | NCHA | GR | 31 | 0 | 9 | 9 | 0.290 |
| 2020-21 | St. Norbert | D3 | NCHA | SR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | St. Norbert | D3 | NCHA | JR | 29 | 1 | 6 | 7 | 0.241 |
| 2018-19 | St. Norbert | D3 | NCHA | SO | 31 | 1 | 2 | 3 | 0.097 |
| 2017-18 | St. Norbert | D3 | NCHA | FR | 4 | 0 | 3 | 3 | 0.750 |
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.