| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Islanders Hockey Club | USPHL-Premier-Classic | 29 | 3 | 3 | 6 | 0.207 | 0.0621 | 0.0620 | 0.1704 | 0.1701 |
| 2015-16 | Islanders Hockey Club | USPHL-Premier-Classic | 24 | 2 | 2 | 4 | 0.167 | 0.0501 | 0.0475 | 0.1373 | 0.1303 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Western New England | D3 | CNE | — | 22 | 5 | 7 | 12 | 0.545 |
| 2018-19 | Western New England | D3 | CNE | — | 3 | 0 | 0 | 0 | 0.000 |
| 2017-18 | UMass Boston | D3 | HockeyEast | SO | 20 | 2 | 3 | 5 | 0.250 |
| 2016-17 | UMass Boston | D3 | HockeyEast | FR | 8 | 0 | 2 | 2 | 0.250 |
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.