| 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 | 0.1496 | 0.1566 | 0.3413 | 0.3573 |
| 2016-17 | New Hampshire Jr. Monarchs | EHL | 41 | 9 | 19 | 28 | 0.683 | 0.1466 | 0.1468 | 0.3344 | 0.3349 |
| 2017-18 | New Hampshire Avalanche | EHL | 41 | 11 | 30 | 41 | 1.000 | 0.2146 | 0.2030 | 0.4897 | 0.4633 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | UMass Dartmouth | D3 | — | SR | 24 | 7 | 2 | 9 | 0.375 |
| 2020-21 | UMass Dartmouth | D3 | HockeyEast | JR | 3 | 1 | 0 | 1 | 0.333 |
| 2019-20 | UMass Dartmouth | D3 | HockeyEast | SO | 25 | 3 | 6 | 9 | 0.360 |
| 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.