| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Wenatchee Wild | BCHL | 42 | 7 | 16 | 23 | 0.548 | 0.2110 | 0.2218 | 0.7969 | 0.8375 |
| 2017-18 | Wenatchee Wild | BCHL | 48 | 22 | 38 | 60 | 1.250 | 0.4816 | 0.4830 | 1.8191 | 1.8245 |
| 2018-19 | Wenatchee Wild | BCHL | 42 | 11 | 34 | 45 | 1.071 | 0.4128 | 0.3917 | 1.5592 | 1.4796 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Minnesota State | D1 | BigTen | — | 33 | 13 | 15 | 28 | 0.849 |
| 2022-23 | Minnesota State | D1 | BigTen | — | 25 | 5 | 9 | 14 | 0.560 |
| 2021-22 | Minnesota State | D1 | CCHA | — | 37 | 7 | 16 | 23 | 0.622 |
| 2020-21 | Minnesota State | D1 | WCHA | SO | 7 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Minnesota State | D1 | WCHA | FR | 31 | 6 | 25 | 31 | 1.000 |
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.