| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Edina | USHS-MN | 27 | 0 | 11 | 11 | 0.407 | 0.0502 | 0.0502 | 0.0990 | 0.0990 |
| 2020-21 | St. Cloud Norsemen | NAHL | 44 | 1 | 3 | 4 | 0.091 | 0.0323 | 0.0323 | 0.0954 | 0.0954 |
| 2021-22 | St. Cloud Norsemen | NAHL | 51 | 0 | 5 | 5 | 0.098 | 0.0348 | 0.0336 | 0.1029 | 0.0993 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | St. Olaf | D3 | MIAC | SR | 26 | 2 | 13 | 15 | 0.577 |
| 2024-25 | St. Olaf | D3 | MIAC | JR | 26 | 2 | 10 | 12 | 0.462 |
| 2023-24 | St. Olaf | D3 | MIAC | SO | 24 | 1 | 3 | 4 | 0.167 |
| 2022-23 | St. Olaf | D3 | MIAC | FR | 27 | 0 | 6 | 6 | 0.222 |
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.