| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Maple Grove | USHS-MN | 31 | 15 | 18 | 33 | 1.065 | 0.1348 | 0.1348 | 0.2586 | 0.2586 |
| 2020-21 | Maple Grove | USHS-MN | 23 | 30 | 24 | 54 | 2.348 | 0.2972 | 0.2972 | 0.5703 | 0.5703 |
| 2021-22 | Minnesota Magicians | NAHL | 59 | 13 | 30 | 43 | 0.729 | 0.2678 | 0.2697 | 0.7692 | 0.7746 |
| 2022-23 | Wisconsin Windigo | NAHL | 55 | 7 | 11 | 18 | 0.327 | 0.1203 | 0.1152 | 0.3455 | 0.3310 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Air Force | D1 | AHA | — | 17 | 1 | 2 | 3 | 0.176 |
| 2023-24 | Air Force | D1 | AHA | — | 1 | 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.