| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Northeast Generals | NA3HL | 35 | 5 | 14 | 19 | 0.543 | 0.0654 | 0.0654 | 0.1715 | 0.1715 |
| 2020-21 | Northeast Generals | NA3HL | 38 | 21 | 24 | 45 | 1.184 | 0.1427 | 0.1427 | 0.3741 | 0.3741 |
| 2021-22 | Wisconsin Rapids Riverkings | USPHL-Premier | 44 | 21 | 25 | 46 | 1.046 | 0.1407 | 0.1307 | 0.3559 | 0.3306 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Concordia | D3 | MIAC | GR | 7 | 1 | 0 | 1 | 0.143 |
| 2024-25 | Concordia Wisconsin | D3 | NCHA | JR | 7 | 1 | 0 | 1 | 0.143 |
| 2023-24 | Concordia | D3 | MIAC | SR | 22 | 0 | 1 | 1 | 0.045 |
| 2023-24 | Concordia Wisconsin | D3 | NCHA | SO | 22 | 0 | 1 | 1 | 0.045 |
| 2022-23 | Concordia | D3 | MIAC | JR | 27 | 4 | 5 | 9 | 0.333 |
| 2022-23 | Concordia Wisconsin | D3 | NCHA | FR | 26 | 4 | 5 | 9 | 0.346 |
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.