| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Amarillo Bulls | NAHL | 53 | 4 | 14 | 18 | 0.340 | 0.1261 | 0.1261 | 0.3596 | 0.3596 |
| 2021-22 | — | NAHL | 55 | 14 | 45 | 59 | 1.073 | 0.3983 | 0.3757 | 1.1358 | 1.0713 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Utica | D3 | UCHC | SR | 5 | 1 | 1 | 2 | 0.400 |
| 2024-25 | Utica | D3 | UCHC | JR | 5 | 3 | 2 | 5 | 1.000 |
| 2023-24 | Utica | D3 | UCHC | SO | 20 | 5 | 5 | 10 | 0.500 |
| 2022-23 | Utica | D3 | UCHC | FR | 14 | 2 | 4 | 6 | 0.429 |
| 2003-04 | Bethel | D3 | — | SR | 24 | 13 | 10 | 23 | 0.958 |
| 2002-03 | Bethel | D3 | — | JR | 22 | 14 | 8 | 22 | 1.000 |
| 2001-02 | Bethel | D3 | — | SO | 24 | 2 | 10 | 12 | 0.500 |
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.