| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Johnstown Tomahawks | NAHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2015-16 | Wenatchee Wild | BCHL | 46 | 2 | 9 | 11 | 0.239 | 0.0931 | 0.0904 | 0.3487 | 0.3387 |
| 2016-17 | Merritt Centennials | BCHL | 34 | 0 | 9 | 9 | 0.265 | 0.1030 | 0.0948 | 0.3860 | 0.3552 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Stevenson | D3 | MAC | SR | 14 | 4 | 6 | 10 | 0.714 |
| 2019-20 | Stevenson | D3 | MAC | JR | 28 | 2 | 18 | 20 | 0.714 |
| 2018-19 | Stevenson | D3 | MAC | SO | 25 | 4 | 14 | 18 | 0.720 |
| 2017-18 | Stevenson | D3 | MAC | FR | 26 | 1 | 11 | 12 | 0.462 |
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.