| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Hartford Jr. Wolfpack | EHLP | 35 | 2 | 9 | 11 | 0.314 | 0.0361 | 0.0365 | 0.0708 | 0.0715 |
| 2017-18 | Atlanta Capitals | NA3HL | 43 | 6 | 25 | 31 | 0.721 | 0.0905 | 0.0901 | 0.2276 | 0.2266 |
| 2018-19 | — | EHL | 29 | 3 | 2 | 5 | 0.172 | 0.0398 | 0.0386 | 0.0844 | 0.0818 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | UMass Dartmouth | D3 | HockeyEast | SR | 4 | 0 | 0 | 0 | 0.000 |
| 2021-22 | UMass Dartmouth | D3 | HockeyEast | JR | 4 | 0 | 0 | 0 | 0.000 |
| 2020-21 | UMass Dartmouth | D1 | HockeyEast | SO | 3 | 0 | 0 | 0 | 0.000 |
| 2020-21 | UMass Dartmouth | D3 | HockeyEast | SO | 3 | 0 | 0 | 0 | 0.000 |
| 2019-20 | UMass Dartmouth | D1 | HockeyEast | FR | 4 | 0 | 0 | 0 | 0.000 |
| 2019-20 | UMass Dartmouth | D3 | HockeyEast | FR | 4 | 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.