| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Alberni Valley Bulldogs | BCHL | 34 | 9 | 10 | 19 | 0.559 | 0.2175 | 0.2087 | 0.8149 | 0.7820 |
| 2018-19 | — | BCHL | 13 | 1 | 2 | 3 | 0.231 | 0.0898 | 0.0813 | 0.3366 | 0.3049 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Buffalo State | D3 | SUNYAC | — | 27 | 12 | 10 | 22 | 0.815 |
| 2021-22 | Buffalo State | D3 | SUNYAC | — | 23 | 5 | 5 | 10 | 0.435 |
| 2020-21 | Finlandia | D3 | — | SO | 8 | 2 | 4 | 6 | 0.750 |
| 2019-20 | Finlandia | D3 | — | FR | 25 | 3 | 4 | 7 | 0.280 |
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.