| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Bay State Breakers | USPHL-Premier-Classic | 39 | 0 | 3 | 3 | 0.077 | 0.0231 | 0.0242 | 0.0633 | 0.0664 |
| 2015-16 | Springfield Jr. Pics | USPHL-Premier-Classic | 43 | 2 | 7 | 9 | 0.209 | 0.0629 | 0.0629 | — | — |
| 2016-17 | — | USPHL-Premier-Classic | 43 | 1 | 12 | 13 | 0.302 | 0.0908 | 0.0863 | 0.2490 | 0.2367 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Trine | D3 | NCHA | SR | 13 | 1 | 2 | 3 | 0.231 |
| 2019-20 | Trine | D3 | NCHA | JR | 28 | 3 | 8 | 11 | 0.393 |
| 2018-19 | Trine | D3 | NCHA | SO | 25 | 11 | 4 | 15 | 0.600 |
| 2017-18 | Trine | D3 | NCHA | FR | 25 | 1 | 8 | 9 | 0.360 |
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.