| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | New York Apple Core | EHL | 38 | 11 | 9 | 20 | 0.526 | 0.1852 | 0.1875 | 0.2580 | 0.2612 |
| 2016-17 | New Hampshire Jr. Monarchs | EHL | 40 | 17 | 15 | 32 | 0.800 | 0.2815 | 0.2722 | 0.3922 | 0.3793 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | UMass Dartmouth | D3 | — | GR | 25 | 11 | 24 | 35 | 1.400 |
| 2020-21 | UMass Dartmouth | D1 | HockeyEast | SR | 3 | 2 | 3 | 5 | 1.667 |
| 2020-21 | UMass Dartmouth | D3 | HockeyEast | SR | 3 | 2 | 3 | 5 | 1.667 |
| 2019-20 | UMass Dartmouth | D1 | HockeyEast | JR | 28 | 13 | 13 | 26 | 0.929 |
| 2019-20 | UMass Dartmouth | D3 | HockeyEast | JR | 28 | 13 | 13 | 26 | 0.929 |
| 2018-19 | UMass Dartmouth | D1 | HockeyEast | SO | 25 | 3 | 6 | 9 | 0.360 |
| 2018-19 | UMass Dartmouth | D3 | HockeyEast | SO | 25 | 3 | 6 | 9 | 0.360 |
| 2017-18 | UMass Dartmouth | D3 | HockeyEast | FR | 18 | 3 | 3 | 6 | 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.