| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | — | NAHL | 53 | 7 | 18 | 25 | 0.472 | 0.1733 | 0.1898 | 0.4979 | 0.5454 |
| 2014-15 | Wenatchee Wild | NAHL | 50 | 16 | 28 | 44 | 0.880 | 0.3233 | 0.3372 | — | — |
| 2015-16 | Wenatchee Wild | BCHL | 57 | 14 | 42 | 56 | 0.983 | 0.3786 | 0.3728 | 1.4298 | 1.4079 |
| 2016-17 | Wenatchee Wild | BCHL | 57 | 23 | 75 | 98 | 1.719 | 0.6624 | 0.6184 | 2.5021 | 2.3359 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Bemidji State | D1 | WCHA | SR | 29 | 9 | 14 | 23 | 0.793 |
| 2019-20 | Bemidji State | D1 | WCHA | JR | 11 | 0 | 4 | 4 | 0.364 |
| 2018-19 | Bemidji State | D1 | WCHA | SO | 31 | 4 | 14 | 18 | 0.581 |
| 2017-18 | Bemidji State | D1 | WCHA | FR | 33 | 4 | 7 | 11 | 0.333 |
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.