| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Trail Smoke Eaters | BCHL | 34 | 2 | 3 | 5 | 0.147 | 0.0567 | 0.0580 | 0.2143 | 0.2193 |
| 2022-23 | Trail Smoke Eaters | BCHL | 42 | 2 | 10 | 12 | 0.286 | 0.1101 | 0.1073 | 0.4163 | 0.4056 |
| 2023-24 | Trail Smoke Eaters | BCHL | 50 | 10 | 20 | 30 | 0.600 | 0.2312 | 0.2146 | 0.8743 | 0.8116 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Alaska Anchorage | D1 | WCHA | SO | 28 | 3 | 0 | 3 | 0.107 |
| 2024-25 | Alaska Anchorage | D1 | — | — | 18 | 1 | 1 | 2 | 0.111 |
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.