| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Northeast Generals | NAHL | 51 | 1 | 10 | 11 | 0.216 | 0.0766 | 0.0768 | 0.2265 | 0.2270 |
| 2018-19 | Northeast Generals | NAHL | 59 | 2 | 10 | 12 | 0.203 | 0.0722 | 0.0691 | 0.2135 | 0.2045 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | UMass Boston | D3 | NEHC | SR | 25 | 1 | 2 | 3 | 0.120 |
| 2021-22 | UMass Boston | D3 | NEHC | JR | 17 | 2 | 3 | 5 | 0.294 |
| 2019-20 | UMass Boston | D1 | NEHC | FR | 12 | 1 | 3 | 4 | 0.333 |
| 2019-20 | UMass Boston | D3 | NEHC | FR | 12 | 1 | 3 | 4 | 0.333 |
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.