| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | — | USPHL-Premier-Classic | 47 | 3 | 8 | 11 | 0.234 | 0.0657 | 0.0686 | 0.1924 | 0.2010 |
| 2015-16 | Grande Prairie Storm | AJHL | 49 | 8 | 8 | 16 | 0.327 | 0.1095 | 0.1053 | 0.3021 | 0.2906 |
| 2016-17 | Janesville Jets | NAHL | 50 | 7 | 10 | 17 | 0.340 | 0.1249 | 0.1157 | 0.3589 | 0.3325 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Salve Regina | D3 | CNE | SR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Salve Regina | D3 | CNE | JR | 20 | 2 | 4 | 6 | 0.300 |
| 2018-19 | Salve Regina | D3 | CNE | SO | 17 | 0 | 5 | 5 | 0.294 |
| 2017-18 | Salve Regina | D3 | CNE | FR | 22 | 6 | 6 | 12 | 0.545 |
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.