| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Springfield Jr. Pics | USPHL-Premier-Classic | 33 | 4 | 3 | 7 | 0.212 | 0.0637 | 0.0648 | 0.1747 | 0.1776 |
| 2016-17 | Springfield Jr. Pics | USPHL-Premier-Classic | 44 | 17 | 17 | 34 | 0.773 | 0.2320 | 0.2245 | 0.6365 | 0.6160 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Norwich | D3 | LittleEast | GR | 19 | 4 | 4 | 8 | 0.421 |
| 2020-21 | Norwich | D3 | LittleEast | SR | 8 | 2 | 2 | 4 | 0.500 |
| 2019-20 | Norwich | D3 | LittleEast | JR | 24 | 3 | 6 | 9 | 0.375 |
| 2018-19 | Norwich | D3 | LittleEast | SO | 26 | 4 | 9 | 13 | 0.500 |
| 2017-18 | Norwich | D3 | LittleEast | FR | 25 | 7 | 5 | 12 | 0.480 |
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.