| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Cedar Rapids RoughRiders | USHL | 27 | 2 | 3 | 5 | 0.185 | 0.1138 | 0.1259 | 0.5456 | 0.6038 |
| 2019-20 | Cedar Rapids RoughRiders | USHL | 46 | 10 | 15 | 25 | 0.543 | 0.3341 | 0.3341 | 1.6013 | 1.6013 |
| 2020-21 | — | USHL | 36 | 4 | 2 | 6 | 0.167 | 0.1025 | 0.1025 | 0.4911 | 0.4911 |
| 2021-22 | Cedar Rapids RoughRiders | USHL | 53 | 9 | 18 | 27 | 0.509 | 0.3131 | 0.2993 | 1.5008 | 1.4348 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Union | D1 | ECAC | SR | 36 | 6 | 16 | 22 | 0.611 |
| 2024-25 | Union | D1 | ECAC | JR | 35 | 10 | 18 | 28 | 0.800 |
| 2023-24 | Union | D1 | ECAC | SO | 37 | 4 | 22 | 26 | 0.703 |
| 2022-23 | Union | D1 | ECAC | FR | 35 | 5 | 16 | 21 | 0.600 |
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.