| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | New England Wolves | EHL | 15 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2017-18 | New England Wolves | EHL | 49 | 30 | 14 | 44 | 0.898 | 0.1314 | 0.1314 | 0.4403 | 0.4403 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | UMass Dartmouth | D3 | — | SR | 17 | 0 | 1 | 1 | 0.059 |
| 2020-21 | UMass Dartmouth | D1 | HockeyEast | JR | 3 | 2 | 0 | 2 | 0.667 |
| 2020-21 | UMass Dartmouth | D3 | HockeyEast | JR | 3 | 2 | 0 | 2 | 0.667 |
| 2019-20 | UMass Dartmouth | D1 | HockeyEast | SO | 18 | 0 | 1 | 1 | 0.056 |
| 2019-20 | UMass Dartmouth | D3 | HockeyEast | SO | 18 | 0 | 1 | 1 | 0.056 |
| 2018-19 | UMass Dartmouth | D1 | HockeyEast | FR | 23 | 3 | 3 | 6 | 0.261 |
| 2018-19 | UMass Dartmouth | D3 | HockeyEast | FR | 23 | 3 | 3 | 6 | 0.261 |
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.