| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Tri-City Storm | USHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2014-15 | Penticton Vees | BCHL | 56 | 2 | 34 | 36 | 0.643 | 0.2477 | 0.2546 | 0.9368 | 0.9629 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Sacred Heart | D1 | AHA | SR | 33 | 5 | 28 | 33 | 1.000 |
| 2018-19 | Sacred Heart | D1 | AHA | JR | 35 | 4 | 15 | 19 | 0.543 |
| 2016-17 | Vermont | D1 | HockeyEast | SO | 15 | 0 | 3 | 3 | 0.200 |
| 2015-16 | Vermont | D1 | HockeyEast | FR | 36 | 1 | 2 | 3 | 0.083 |
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.