| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Mason City Toros | NA3HL | 36 | 6 | 19 | 25 | 0.694 | 0.0837 | 0.0836 | 0.2194 | 0.2191 |
| 2019-20 | Mason City Toros | NA3HL | 47 | 11 | 30 | 41 | 0.872 | 0.1051 | 0.1051 | 0.2756 | 0.2756 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Concordia | D3 | MIAC | — | 19 | 2 | 2 | 4 | 0.210 |
| 2023-24 | Concordia Wisconsin | D3 | NCHA | SR | 18 | 2 | 2 | 4 | 0.222 |
| 2022-23 | Concordia | D3 | MIAC | — | 25 | 5 | 7 | 12 | 0.480 |
| 2022-23 | Concordia Wisconsin | D3 | NCHA | JR | 23 | 5 | 7 | 12 | 0.522 |
| 2021-22 | Wisconsin-Stout | D3 | WIAC | SO | 11 | 3 | 2 | 5 | 0.455 |
| 2020-21 | Wisconsin-Stout | D3 | BigTen | FR | 1 | 0 | 0 | 0 | 0.000 |
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.