| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Merritt Centennials | BCHL | 44 | 7 | 8 | 15 | 0.341 | 0.1270 | 0.1261 | 0.4967 | 0.4932 |
| 2018-19 | Merritt Centennials | BCHL | 58 | 15 | 22 | 37 | 0.638 | 0.2376 | 0.2231 | 0.9295 | 0.8728 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Milwaukee School of Engineering | D3 | NCHA | SR | 27 | 18 | 14 | 32 | 1.185 |
| 2021-22 | Milwaukee School of Engineering | D3 | NCHA | JR | 26 | 13 | 14 | 27 | 1.038 |
| 2020-21 | Milwaukee School of Engineering | D1 | — | SO | 18 | 3 | 6 | 9 | 0.500 |
| 2020-21 | Milwaukee School of Engineering | D3 | — | SO | 18 | 3 | 6 | 9 | 0.500 |
| 2019-20 | Milwaukee School of Engineering | D1 | — | FR | 25 | 3 | 13 | 16 | 0.640 |
| 2019-20 | Milwaukee School of Engineering | D3 | — | FR | 25 | 3 | 13 | 16 | 0.640 |
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.