| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Okanagan European Eagles | USPHL-Premier-Classic | 42 | 2 | 4 | 6 | 0.143 | 0.0401 | 0.0446 | 0.1175 | 0.1307 |
| 2016-17 | Okanagan European Eagles | USPHL-Premier-Classic | 41 | 5 | 9 | 14 | 0.342 | 0.0959 | 0.1020 | 0.2808 | 0.2988 |
| 2017-18 | South Shore Kings | USPHL-Premier | 42 | 28 | 25 | 53 | 1.262 | 0.1651 | 0.1635 | 0.4283 | 0.4240 |
| 2018-19 | — | NCDC | 45 | 14 | 14 | 28 | 0.622 | 0.2537 | 0.2393 | 0.5001 | 0.4717 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | New England College | D3 | LittleEast | — | 25 | 2 | 7 | 9 | 0.360 |
| 2020-21 | Stevenson | D3 | MAC | — | 9 | 1 | 3 | 4 | 0.444 |
| 2019-20 | Stevenson | D3 | MAC | — | 24 | 8 | 6 | 14 | 0.583 |
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.