| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | St. Cloud Norsemen | NAHL | 49 | 5 | 8 | 13 | 0.265 | 0.0942 | 0.0934 | 0.2785 | 0.2761 |
| 2018-19 | St. Cloud Norsemen | NAHL | 23 | 5 | 6 | 11 | 0.478 | 0.1699 | 0.1608 | 0.5022 | 0.4753 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | St. Scholastica | D3 | MIAC | SR | 22 | 4 | 3 | 7 | 0.318 |
| 2021-22 | St. Scholastica | D3 | MIAC | JR | 23 | 7 | 10 | 17 | 0.739 |
| 2020-21 | St. Scholastica | D1 | — | SO | 15 | 6 | 9 | 15 | 1.000 |
| 2020-21 | St. Scholastica | D3 | — | SO | 15 | 6 | 9 | 15 | 1.000 |
| 2019-20 | St. Scholastica | D1 | — | FR | 27 | 6 | 5 | 11 | 0.407 |
| 2019-20 | St. Scholastica | D3 | — | FR | 27 | 6 | 5 | 11 | 0.407 |
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.