| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Team Wisconsin 14U AAA | USHS-W | 30 | 1 | 7 | 8 | 0.267 | 0.0802 | 0.0802 | — | — |
| 2016-17 | Fond du Lac Warbirds | USHS-W | 24 | 27 | 17 | 44 | 1.833 | 0.5513 | 0.5513 | — | — |
| 2018-19 | Fond du Lac Warbirds | USHS-W | 23 | 13 | 21 | 34 | 1.478 | 0.4445 | 0.4445 | — | — |
| 2019-20 | — | USHS-W | 22 | 33 | 13 | 46 | 2.091 | 0.6287 | 0.6287 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Wisconsin-Eau Claire | D3 | WIAC | SR | 28 | 8 | 15 | 23 | 0.821 |
| 2022-23 | Wisconsin-Eau Claire | D3 | WIAC | JR | 20 | 2 | 9 | 11 | 0.550 |
| 2021-22 | Wisconsin-Eau Claire | D3 | WIAC | SO | 22 | 4 | 9 | 13 | 0.591 |
| 2020-21 | Wisconsin-Eau Claire | D3 | WIAC | FR | 9 | 1 | 3 | 4 | 0.444 |
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.