| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Victoria Grizzlies | BCHL | 45 | 3 | 7 | 10 | 0.222 | 0.0856 | 0.0940 | 0.3234 | 0.3551 |
| 2022-23 | — | BCHL | 28 | 0 | 2 | 2 | 0.071 | 0.0275 | 0.0288 | 0.1039 | 0.1090 |
| 2023-24 | Coquitlam Express | BCHL | 47 | 1 | 8 | 9 | 0.192 | 0.0738 | 0.0740 | 0.2787 | 0.2796 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Liberty University | ACHA_D1 | — | — | 30 | 4 | 8 | 12 | 0.400 |
| 2024-25 | Liberty University | ACHA_D1 | — | — | 30 | 4 | 8 | 12 | 0.400 |
| 2023-24 | Liberty University | ACHA_D1 | — | — | 30 | 4 | 8 | 12 | 0.400 |
| 2022-23 | Liberty University | ACHA_D1 | — | — | 30 | 4 | 8 | 12 | 0.400 |
| 2021-22 | Liberty University | ACHA_D1 | — | — | 30 | 4 | 8 | 12 | 0.400 |
| 2020-21 | Liberty University | ACHA_D1 | — | — | 30 | 4 | 8 | 12 | 0.400 |
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.