| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Merritt Centennials | BCHL | 57 | 13 | 16 | 29 | 0.509 | 0.1960 | 0.2106 | 0.7405 | 0.7958 |
| 2014-15 | Merritt Centennials | BCHL | 58 | 24 | 34 | 58 | 1.000 | 0.3853 | 0.3961 | 1.4553 | 1.4962 |
| 2015-16 | — | BCHL | 54 | 28 | 39 | 67 | 1.241 | 0.4780 | 0.4658 | 1.8056 | 1.7596 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Bowling Green | D1 | WCHA | SR | 21 | 3 | 10 | 13 | 0.619 |
| 2018-19 | Michigan Tech | D1 | WCHA | JR | 34 | 7 | 5 | 12 | 0.353 |
| 2017-18 | Michigan Tech | D1 | WCHA | SO | 44 | 14 | 15 | 29 | 0.659 |
| 2016-17 | Michigan Tech | D1 | WCHA | FR | 33 | 12 | 11 | 23 | 0.697 |
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.