| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Frederick Gunn | NE-Prep | 35 | 7 | 7 | 14 | 0.400 | 0.1128 | 0.1128 | 0.1830 | 0.1830 |
| 2021-22 | Bonnyville Pontiacs | AJHL | 53 | 18 | 25 | 43 | 0.811 | 0.2692 | 0.2795 | 0.7519 | 0.7806 |
| 2022-23 | Bonnyville Pontiacs | AJHL | 54 | 27 | 65 | 92 | 1.704 | 0.5653 | 0.5589 | 1.5790 | 1.5610 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Miami | D1 | NCHC | JR | 29 | 12 | 12 | 24 | 0.828 |
| 2024-25 | Canisius | D1 | AHA | — | 37 | 8 | 22 | 30 | 0.811 |
| 2023-24 | Canisius | D1 | AHA | — | 36 | 18 | 17 | 35 | 0.972 |
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.