| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | — | USPHL-Premier | 25 | 6 | 19 | 25 | 1.000 | 0.3296 | 0.3385 | 0.3402 | 0.3494 |
| 2018-19 | Langley Rivermen | BCHL | 51 | 1 | 9 | 10 | 0.196 | 0.0730 | 0.0706 | 0.2857 | 0.2763 |
| 2019-20 | Langley Rivermen | BCHL | 49 | 3 | 18 | 21 | 0.429 | 0.1597 | 0.1597 | 0.6245 | 0.6245 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Utica | D3 | UCHC | SR | 31 | 4 | 20 | 24 | 0.774 |
| 2023-24 | Utica | D3 | UCHC | JR | 30 | 9 | 24 | 33 | 1.100 |
| 2022-23 | Utica | D3 | UCHC | SO | 29 | 0 | 16 | 16 | 0.552 |
| 2021-22 | Utica | D3 | UCHC | FR | 29 | 5 | 12 | 17 | 0.586 |
| 2020-21 | Alabama Huntsville | D1 | — | FR | 22 | 1 | 2 | 3 | 0.136 |
| 2020-21 | Alabama-Huntsville | D1 | — | FR | 22 | 1 | 2 | 3 | 0.136 |
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.