| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Grande Prairie Storm | AJHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2021-22 | Grande Prairie Storm | AJHL | 38 | 5 | 5 | 10 | 0.263 | 0.0883 | 0.0905 | 0.2439 | 0.2501 |
| 2022-23 | Grande Prairie Storm | AJHL | 58 | 5 | 14 | 19 | 0.328 | 0.1099 | 0.1072 | 0.3036 | 0.2963 |
| 2023-24 | Grande Prairie Storm | AJHL | 43 | 11 | 14 | 25 | 0.581 | 0.1950 | 0.1811 | 0.5388 | 0.5004 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Marian | D3 | NCHA | SO | 24 | 2 | 5 | 7 | 0.292 |
| 2024-25 | Marian | D3 | NCHA | — | 23 | 3 | 3 | 6 | 0.261 |
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.