| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Wenatchee Wild | BCHL | 5 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2020-21 | Northern Cyclones | USPHL-Premier | 29 | 8 | 17 | 25 | 0.862 | 0.1160 | 0.1160 | 0.2935 | 0.2935 |
| 2021-22 | Northern Cyclones | USPHL-Premier | 38 | 28 | 16 | 44 | 1.158 | 0.1559 | 0.1446 | 0.3941 | 0.3654 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Milwaukee School of Engineering | D3 | NCHA | SR | 17 | 1 | 3 | 4 | 0.235 |
| 2024-25 | Milwaukee School of Engineering | D3 | NCHA | JR | 3 | 0 | 0 | 0 | 0.000 |
| 2023-24 | Milwaukee School of Engineering | D3 | NCHA | SO | 16 | 1 | 1 | 2 | 0.125 |
| 2022-23 | Milwaukee School of Engineering | D3 | NCHA | FR | 8 | 0 | 0 | 0 | 0.000 |
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.