| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | New Hampshire Jr. Monarchs | EHL | 33 | 7 | 16 | 23 | 0.697 | 0.1610 | 0.1685 | 0.3410 | 0.3569 |
| 2016-17 | New Hampshire Jr. Monarchs | EHL | 41 | 9 | 19 | 28 | 0.683 | 0.1577 | 0.1579 | 0.3341 | 0.3346 |
| 2017-18 | New Hampshire Avalanche | EHL | 41 | 11 | 30 | 41 | 1.000 | 0.2310 | 0.2185 | 0.4893 | 0.4629 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | UMass Dartmouth | D3 | HockeyEast | SR | 24 | 7 | 2 | 9 | 0.375 |
| 2020-21 | UMass Dartmouth | D1 | HockeyEast | JR | 3 | 1 | 0 | 1 | 0.333 |
| 2020-21 | UMass Dartmouth | D3 | HockeyEast | JR | 3 | 1 | 0 | 1 | 0.333 |
| 2019-20 | UMass Dartmouth | D1 | HockeyEast | SO | 25 | 3 | 6 | 9 | 0.360 |
| 2019-20 | UMass Dartmouth | D3 | HockeyEast | SO | 25 | 3 | 6 | 9 | 0.360 |
| 2018-19 | UMass Dartmouth | D1 | HockeyEast | FR | 7 | 0 | 0 | 0 | 0.000 |
| 2018-19 | UMass Dartmouth | D3 | HockeyEast | FR | 7 | 0 | 0 | 0 | 0.000 |
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.