| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Vernon Vipers | BCHL | 3 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2019-20 | West Kelowna Warriors | BCHL | 58 | 4 | 28 | 32 | 0.552 | 0.2055 | 0.2055 | 0.8039 | 0.8039 |
| 2020-21 | West Kelowna Warriors | BCHL | 20 | 1 | 9 | 10 | 0.500 | 0.1862 | 0.1862 | 0.7286 | 0.7286 |
| 2021-22 | West Kelowna Warriors | BCHL | 53 | 4 | 31 | 35 | 0.660 | 0.2460 | 0.2399 | 0.9623 | 0.9385 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Northern Michigan | D1 | CCHA | SR | 31 | 0 | 1 | 1 | 0.032 |
| 2024-25 | Northern Michigan | D1 | CCHA | — | 26 | 0 | 3 | 3 | 0.115 |
| 2023-24 | RPI | D1 | ECAC | — | 18 | 1 | 2 | 3 | 0.167 |
| 2022-23 | RPI | D1 | ECAC | — | 20 | 0 | 3 | 3 | 0.150 |
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.