| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Cretin-Derham Hall | USHS-MN | 19 | 3 | 7 | 10 | 0.526 | 0.1417 | 0.1417 | 0.1278 | 0.1278 |
| 2021-22 | Cretin-Derham Hall | USHS-MN | 27 | 1 | 13 | 14 | 0.518 | 0.1396 | 0.1396 | 0.1259 | 0.1259 |
| 2022-23 | Madison Capitols | USHL | 14 | 1 | 6 | 7 | 0.500 | 0.3074 | 0.3163 | 1.4731 | 1.5158 |
| 2023-24 | Madison Capitols | USHL | 55 | 5 | 8 | 13 | 0.236 | 0.1453 | 0.1423 | 0.6965 | 0.6821 |
| 2024-25 | Madison Capitols | USHL | 61 | 10 | 29 | 39 | 0.639 | 0.3930 | 0.3648 | 1.8835 | 1.7485 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | St. Thomas | D1 | CCHA | FR | 18 | 1 | 1 | 2 | 0.111 |
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.