| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | — | NAHL | 48 | 6 | 11 | 17 | 0.354 | 0.1315 | 0.1278 | 0.3750 | 0.3645 |
| 2017-18 | Shreveport Mudbugs | NAHL | 60 | 16 | 29 | 45 | 0.750 | 0.2785 | 0.2570 | 0.7941 | 0.7327 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Wisconsin-Stevens Point | D3 | WIAC | SR | 30 | 4 | 14 | 18 | 0.600 |
| 2021-22 | Wisconsin-Stevens Point | D3 | WIAC | SR | 27 | 15 | 17 | 32 | 1.185 |
| 2020-21 | Wisconsin-Stevens Point | D3 | BigTen | JR | 11 | 3 | 2 | 5 | 0.455 |
| 2019-20 | Wisconsin-Stevens Point | D3 | BigTen | SO | 28 | 4 | 7 | 11 | 0.393 |
| 2018-19 | Wisconsin-Stevens Point | D3 | BigTen | FR | 14 | 7 | 1 | 8 | 0.571 |
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.