| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Dubuque Fighting Saints | USHL | 26 | 1 | 0 | 1 | 0.038 | 0.0237 | 0.0250 | 0.1134 | 0.1197 |
| 2019-20 | — | NAHL | 35 | 4 | 12 | 16 | 0.457 | 0.1811 | 0.1811 | 0.4799 | 0.4799 |
| 2020-21 | Shreveport Mudbugs | NAHL | 46 | 7 | 15 | 22 | 0.478 | 0.1895 | 0.1895 | 0.5022 | 0.5022 |
| 2021-22 | Waterloo Black Hawks | USHL | 46 | 7 | 9 | 16 | 0.348 | 0.2138 | 0.1936 | 1.0247 | 0.9277 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Air Force | D1 | AHA | SR | 28 | 7 | 9 | 16 | 0.571 |
| 2024-25 | Air Force | D1 | AHA | JR | 35 | 5 | 5 | 10 | 0.286 |
| 2023-24 | Air Force | D1 | AHA | SO | 38 | 6 | 9 | 15 | 0.395 |
| 2022-23 | Air Force | D1 | AHA | FR | 34 | 6 | 2 | 8 | 0.235 |
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.