| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Wisconsin Whalers | NA3HL | 20 | 2 | 8 | 10 | 0.500 | 0.1150 | 0.1253 | 0.1584 | 0.1725 |
| 2018-19 | Utica Jr. Comets | USPHL-Premier | 43 | 13 | 21 | 34 | 0.791 | 0.2606 | 0.2716 | 0.2690 | 0.2803 |
| 2019-20 | Utica Jr. Comets | USPHL-Premier | 13 | 1 | 9 | 10 | 0.769 | 0.2535 | 0.2535 | 0.2617 | 0.2617 |
| 2020-21 | Utica Jr. Comets | USPHL-Premier | 39 | 15 | 31 | 46 | 1.179 | 0.3888 | 0.3888 | 0.4013 | 0.4013 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Neumann | D3 | MAC | SR | 8 | 0 | 0 | 0 | 0.000 |
| 2023-24 | Neumann | D3 | MAC | JR | 13 | 1 | 1 | 2 | 0.154 |
| 2022-23 | Neumann | D3 | MAC | SO | 24 | 3 | 2 | 5 | 0.208 |
| 2021-22 | Neumann | D3 | MAC | FR | 3 | 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.