| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Fox Cities Stars | USHS-W | 22 | 28 | 24 | 52 | 2.364 | 0.7107 | 0.7107 | — | — |
| 2019-20 | — | USHS-W | 19 | 14 | 12 | 26 | 1.368 | 0.4115 | 0.4115 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Wisconsin-Stevens Point | D3 | WIAC | SR | 27 | 4 | 5 | 9 | 0.333 |
| 2022-23 | Wisconsin-Stevens Point | D3 | WIAC | JR | 17 | 8 | 0 | 8 | 0.471 |
| 2021-22 | Wisconsin-Stevens Point | D3 | WIAC | SO | 24 | 5 | 1 | 6 | 0.250 |
| 2020-21 | Wisconsin-Stevens Point | D3 | WIAC | FR | 10 | 3 | 1 | 4 | 0.400 |
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.