| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Carolina Jr. Hurricanes | USPHL-Elite | 42 | 4 | 8 | 12 | 0.286 | 0.0213 | 0.0218 | 0.0654 | 0.0668 |
| 2016-17 | Carolina Jr. Hurricanes | USPHL-Elite | 10 | 1 | 3 | 4 | 0.400 | 0.0298 | 0.0287 | 0.0916 | 0.0883 |
| 2017-18 | Carolina Jr. Hurricanes | USPHL-Premier | 42 | 11 | 17 | 28 | 0.667 | 0.0752 | 0.0690 | 0.2263 | 0.2075 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Castleton | D3 | LittleEast | SR | 23 | 2 | 2 | 4 | 0.174 |
| 2020-21 | Castleton | D1 | LittleEast | JR | 2 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Castleton | D3 | LittleEast | JR | 2 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Castleton | D1 | LittleEast | SO | 18 | 2 | 1 | 3 | 0.167 |
| 2019-20 | Castleton | D3 | LittleEast | SO | 18 | 2 | 1 | 3 | 0.167 |
| 2018-19 | Castleton | D1 | LittleEast | FR | 12 | 1 | 0 | 1 | 0.083 |
| 2018-19 | Castleton | D3 | LittleEast | FR | 12 | 1 | 0 | 1 | 0.083 |
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.