| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Andover | USHS-MN | 9 | 1 | 0 | 1 | 0.111 | 0.0137 | 0.0137 | 0.0270 | 0.0270 |
| 2020-21 | Andover | USHS-MN | 22 | 15 | 16 | 31 | 1.409 | 0.1736 | 0.1736 | 0.3423 | 0.3423 |
| 2021-22 | Andover | USHS-MN | 31 | 16 | 13 | 29 | 0.935 | 0.1153 | 0.1153 | 0.2272 | 0.2272 |
| 2022-23 | Aberdeen Wings | NAHL | 32 | 10 | 12 | 22 | 0.688 | 0.2442 | 0.2473 | 0.7218 | 0.7308 |
| 2023-24 | Aberdeen Wings | NAHL | 60 | 16 | 26 | 42 | 0.700 | 0.2486 | 0.2398 | 0.7349 | 0.7090 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Augsburg | D3 | MIAC | JR | 22 | 0 | 0 | 0 | 0.000 |
| 2024-25 | Augsburg | D3 | MIAC | — | 19 | 0 | 1 | 1 | 0.053 |
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.