| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Wenatchee Wild | BCHL | 53 | 5 | 22 | 27 | 0.509 | 0.1898 | 0.2126 | 0.7422 | 0.8315 |
| 2017-18 | Wenatchee Wild | BCHL | 57 | 9 | 36 | 45 | 0.789 | 0.2941 | 0.3153 | 3.7219 | 3.6154 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Merrimack | D1 | HockeyEast | — | 37 | 3 | 13 | 16 | 0.432 |
| 2021-22 | UMass | D1 | HockeyEast | — | 22 | 1 | 2 | 3 | 0.136 |
| 2020-21 | Denver | D1 | NCHC | — | 21 | 3 | 5 | 8 | 0.381 |
| 2019-20 | Denver | D1 | NCHC | — | 34 | 2 | 7 | 9 | 0.265 |
| 2018-19 | Denver | D1 | NCHC | — | 41 | 4 | 10 | 14 | 0.342 |
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.