| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Rosemount | USHS-MN | 27 | 1 | 15 | 16 | 0.593 | 0.1595 | 0.1595 | 0.1439 | 0.1439 |
| 2020-21 | Oklahoma Warriors | NAHL | 8 | 0 | 1 | 1 | 0.125 | 0.0495 | 0.0495 | 0.1312 | 0.1312 |
| 2021-22 | Oklahoma Warriors | NAHL | 50 | 2 | 7 | 9 | 0.180 | 0.0713 | 0.0699 | 0.1890 | 0.1854 |
| 2022-23 | Oklahoma Warriors | NAHL | 57 | 10 | 18 | 28 | 0.491 | 0.1946 | 0.1813 | 0.5157 | 0.4804 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Bentley | D1 | AHA | JR | 23 | 3 | 7 | 10 | 0.435 |
| 2024-25 | Bentley | D1 | AHA | SR | 37 | 0 | 9 | 9 | 0.243 |
| 2023-24 | Bentley | D1 | AHA | JR | 35 | 2 | 9 | 11 | 0.314 |
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.