| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Madison Capitols | USHL | 59 | 12 | 4 | 16 | 0.271 | 0.1600 | 0.1572 | 0.8138 | 0.7996 |
| 2017-18 | — | USHL | 60 | 21 | 17 | 38 | 0.633 | 0.3736 | 0.3485 | 1.9003 | 1.7727 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Northern Michigan | D1 | CCHA | — | 34 | 7 | 2 | 9 | 0.265 |
| 2021-22 | Northern Michigan | D1 | CCHA | — | 35 | 6 | 10 | 16 | 0.457 |
| 2020-21 | Northern Michigan | D1 | WCHA | — | 26 | 7 | 5 | 12 | 0.462 |
| 2019-20 | Northern Michigan | D1 | WCHA | — | 38 | 15 | 13 | 28 | 0.737 |
| 2018-19 | Northern Michigan | D1 | WCHA | — | 29 | 5 | 1 | 6 | 0.207 |
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.