| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Edina | USHS-MN | 22 | 3 | 3 | 6 | 0.273 | 0.0336 | 0.0336 | 0.0662 | 0.0662 |
| 2020-21 | West Bend Power | NA3HL | 20 | 6 | 9 | 15 | 0.750 | 0.0829 | 0.0829 | 0.2376 | 0.2376 |
| 2021-22 | West Bend Power | NA3HL | 45 | 15 | 21 | 36 | 0.800 | 0.0885 | 0.0897 | 0.2534 | 0.2569 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Gustavus Adolphus | D3 | MIAC | SR | 25 | 7 | 4 | 11 | 0.440 |
| 2024-25 | Gustavus Adolphus | D3 | MIAC | JR | 23 | 5 | 9 | 14 | 0.609 |
| 2023-24 | Gustavus Adolphus | D3 | MIAC | SO | 25 | 6 | 6 | 12 | 0.480 |
| 2022-23 | Gustavus Adolphus | D3 | MIAC | FR | 24 | 5 | 6 | 11 | 0.458 |
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.