| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | St. Cloud Norsemen | NAHL | 59 | 16 | 30 | 46 | 0.780 | 0.3089 | 0.3336 | 0.8186 | 0.8839 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Boston College | D1 | HockeyEast | — | 38 | 3 | 23 | 26 | 0.684 |
| 2020-21 | Bowling Green | D1 | WCHA | SR | 31 | 11 | 23 | 34 | 1.097 |
| 2019-20 | Bowling Green | D1 | WCHA | JR | 38 | 9 | 25 | 34 | 0.895 |
| 2018-19 | Bowling Green | D1 | WCHA | SO | 41 | 10 | 31 | 41 | 1.000 |
| 2017-18 | Bowling Green | D1 | WCHA | FR | 41 | 8 | 25 | 33 | 0.805 |
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.