| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Bismarck Bobcats | NAHL | 5 | 0 | 2 | 2 | 0.400 | 0.1585 | 0.1668 | 0.4200 | 0.4419 |
| 2018-19 | — | NAHL | 18 | 0 | 3 | 3 | 0.167 | 0.0660 | 0.0665 | 0.1750 | 0.1763 |
| 2019-20 | Boston Jr. Rangers | EHL | 45 | 8 | 14 | 22 | 0.489 | 0.1720 | 0.1720 | 0.2397 | 0.2397 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | St. Scholastica | D3 | MIAC | SR | 14 | 1 | 1 | 2 | 0.143 |
| 2022-23 | St. Scholastica | D3 | MIAC | JR | 3 | 0 | 0 | 0 | 0.000 |
| 2021-22 | St. Scholastica | D3 | MIAC | SO | 15 | 0 | 4 | 4 | 0.267 |
| 2020-21 | St. Scholastica | D1 | — | FR | 14 | 1 | 1 | 2 | 0.143 |
| 2020-21 | St. Scholastica | D3 | — | FR | 14 | 1 | 1 | 2 | 0.143 |
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.