| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Nepean Raiders | CCHL | 62 | 5 | 25 | 30 | 0.484 | 0.1050 | 0.1083 | 0.3746 | 0.3863 |
| 2016-17 | Smiths Falls Bears | CCHL | 62 | 8 | 25 | 33 | 0.532 | 0.1155 | 0.1130 | 0.4121 | 0.4033 |
| 2017-18 | Smiths Falls Bears | CCHL | 61 | 6 | 18 | 24 | 0.393 | 0.0853 | 0.0791 | 0.3045 | 0.2823 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Babson | D3 | LittleEast | SR | 19 | 2 | 3 | 5 | 0.263 |
| 2020-21 | Babson | D1 | — | JR | 4 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Babson | D3 | LittleEast | JR | 4 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Babson | D1 | — | SO | 10 | 0 | 2 | 2 | 0.200 |
| 2019-20 | Babson | D3 | LittleEast | SO | 10 | 0 | 2 | 2 | 0.200 |
| 2018-19 | Babson | D1 | — | FR | 12 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Babson | D3 | LittleEast | FR | 12 | 0 | 0 | 0 | 0.000 |
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.