| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Cowichan Valley Capitals | BCHL | 53 | 2 | 4 | 6 | 0.113 | 0.0436 | 0.0450 | 0.1649 | 0.1702 |
| 2017-18 | Janesville Jets | NAHL | 48 | 0 | 5 | 5 | 0.104 | 0.0370 | 0.0368 | 0.1094 | 0.1087 |
| 2018-19 | Janesville Jets | NAHL | 59 | 4 | 25 | 29 | 0.491 | 0.1746 | 0.1657 | 0.5160 | 0.4897 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Boston University | D1 | HockeyEast | — | 1 | 0 | 0 | 0 | 0.000 |
| 2021-22 | Boston University | D1 | HockeyEast | — | 3 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Boston University | D1 | HockeyEast | — | 4 | 1 | 0 | 1 | 0.250 |
| 2019-20 | Boston University | D1 | HockeyEast | — | 15 | 0 | 0 | 0 | 0.000 |
| 2009-10 | Connecticut College | D3 | — | SR | 24 | 2 | 5 | 7 | 0.292 |
| 2008-09 | Connecticut College | D3 | — | JR | 25 | 9 | 8 | 17 | 0.680 |
| 2007-08 | Connecticut College | D3 | — | SO | 2 | 0 | 0 | 0 | 0.000 |
| 2006-07 | Connecticut College | D3 | — | FR | 25 | 3 | 11 | 14 | 0.560 |
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.