| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Janesville Jets | NAHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2016-17 | — | NAHL | 37 | 5 | 8 | 13 | 0.351 | 0.1305 | 0.1331 | 0.3721 | 0.3795 |
| 2017-18 | Merritt Centennials | BCHL | 30 | 5 | 4 | 9 | 0.300 | 0.1168 | 0.1122 | 0.4375 | 0.4203 |
| 2018-19 | Janesville Jets | NAHL | 58 | 13 | 18 | 31 | 0.534 | 0.1985 | 0.1837 | 0.5659 | 0.5238 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | St. Thomas | D3 | — | SO | 7 | 1 | 3 | 4 | 0.571 |
| 2019-20 | St. Thomas | D3 | — | FR | 26 | 7 | 7 | 14 | 0.538 |
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.