| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Wisconsin Whalers | NA3HL | 47 | 35 | 22 | 57 | 1.213 | 0.1461 | 0.1503 | 0.3831 | 0.3941 |
| 2019-20 | Sheridan Hawks | NA3HL | 31 | 43 | 28 | 71 | 2.290 | 0.2760 | 0.2760 | 0.7235 | 0.7235 |
| 2020-21 | Sheridan Hawks | NA3HL | 38 | 34 | 24 | 58 | 1.526 | 0.1839 | 0.1839 | 0.4822 | 0.4822 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Concordia | D3 | MIAC | — | 0 | 0 | 0 | 0 | 0.000 |
| 2021-22 | Concordia | D3 | MIAC | — | 17 | 5 | 2 | 7 | 0.412 |
| 2021-22 | Concordia Wisconsin | D3 | NCHA | FR | 17 | 5 | 2 | 7 | 0.412 |
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.