| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Cornwall Colts | CCHL | 8 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2015-16 | Utica Jr. Comets | USPHL-Premier-Classic | 7 | 1 | 1 | 2 | 0.286 | 0.0802 | 0.0798 | 0.2353 | 0.2341 |
| 2016-17 | Utica Jr. Comets | USPHL-Premier-Classic | 39 | 13 | 21 | 34 | 0.872 | 0.2447 | 0.2316 | 0.7180 | 0.6795 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Canton | D3 | — | SR | 22 | 8 | 16 | 24 | 1.091 |
| 2019-20 | Canton | D1 | — | JR | 20 | 5 | 9 | 14 | 0.700 |
| 2019-20 | Canton | D3 | — | JR | 20 | 5 | 9 | 14 | 0.700 |
| 2018-19 | Canton | D1 | — | SO | 19 | 8 | 8 | 16 | 0.842 |
| 2018-19 | Canton | D3 | — | SO | 19 | 8 | 8 | 16 | 0.842 |
| 2017-18 | Canton | D3 | — | FR | 21 | 1 | 2 | 3 | 0.143 |
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.