| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | — | EHL | 30 | 5 | 11 | 16 | 0.533 | 0.1232 | 0.1275 | 0.2609 | 0.2701 |
| 2016-17 | Utica Jr. Comets | USPHL-Premier-Classic | 17 | 1 | 3 | 4 | 0.235 | 0.0660 | 0.0654 | 0.1935 | 0.1917 |
| 2017-18 | New Hampshire Jr. Monarchs | USPHL-Premier | 31 | 8 | 28 | 36 | 1.161 | 0.1519 | 0.1393 | 0.3941 | 0.3614 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Plymouth State | D1 | LittleEast | SO | 3 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Plymouth State | D3 | LittleEast | — | 3 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Plymouth State | D1 | LittleEast | FR | 5 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Plymouth State | D3 | LittleEast | — | 5 | 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.