| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Chilliwack Chiefs | BCHL | 53 | 21 | 19 | 40 | 0.755 | 0.2908 | 0.3258 | 1.0997 | 1.2322 |
| 2022-23 | Chilliwack Chiefs | BCHL | 53 | 19 | 25 | 44 | 0.830 | 0.3199 | 0.3428 | 1.2097 | 1.2962 |
| 2023-24 | Tri-City Storm | USHL | 61 | 15 | 15 | 30 | 0.492 | 0.2901 | 0.2900 | 1.4489 | 1.4483 |
| 2024-25 | Tri-City Storm | USHL | 7 | 1 | 0 | 1 | 0.143 | 0.0843 | 0.0800 | 0.4210 | 0.3993 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | UMass | D1 | HockeyEast | FR | 20 | 0 | 0 | 0 | 0.000 |
| 2025-26 | University of Oklahoma | ACHA_D1 | — | — | 3 | 0 | 0 | 0 | 0.000 |
| 2024-25 | University of Oklahoma | ACHA_D1 | — | — | 3 | 0 | 0 | 0 | 0.000 |
| 2023-24 | University of Oklahoma | ACHA_D1 | — | — | 3 | 0 | 0 | 0 | 0.000 |
| 2022-23 | University of Oklahoma | ACHA_D1 | — | — | 3 | 0 | 0 | 0 | 0.000 |
| 2021-22 | University of Oklahoma | ACHA_D1 | — | — | 3 | 0 | 0 | 0 | 0.000 |
| 2020-21 | University of Oklahoma | ACHA_D1 | — | — | 3 | 0 | 0 | 0 | 0.000 |
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.