| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | West Bend Power | NA3HL | 33 | 2 | 8 | 10 | 0.303 | 0.0380 | 0.0380 | 0.0957 | 0.0957 |
| 2021-22 | Northwest Express | USPHL-Premier | 39 | 5 | 15 | 20 | 0.513 | 0.0671 | 0.0634 | 0.1740 | 0.1645 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Grand Valley State University | ACHA_D1 | — | — | 20 | 0 | 1 | 1 | 0.050 |
| 2024-25 | Grand Valley State University | ACHA_D1 | — | — | 20 | 0 | 1 | 1 | 0.050 |
| 2023-24 | Grand Valley State University | ACHA_D1 | — | — | 20 | 0 | 1 | 1 | 0.050 |
| 2022-23 | Grand Valley State University | ACHA_D1 | — | — | 20 | 0 | 1 | 1 | 0.050 |
| 2021-22 | Grand Valley State University | ACHA_D1 | — | — | 20 | 0 | 1 | 1 | 0.050 |
| 2020-21 | Grand Valley State University | ACHA_D1 | — | — | 20 | 0 | 1 | 1 | 0.050 |
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.