| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Northern Cyclones | EHLP | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2017-18 | Valley Jr. Warriors | EHL | 30 | 7 | 6 | 13 | 0.433 | 0.0634 | 0.0669 | 0.2124 | 0.2242 |
| 2018-19 | — | EHL | 43 | 10 | 11 | 21 | 0.488 | 0.0715 | 0.0719 | 0.2395 | 0.2408 |
| 2019-20 | Philadelphia Revolution | EHL | 35 | 10 | 24 | 34 | 0.971 | 0.1421 | 0.1421 | 0.4763 | 0.4763 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Post | D2 | NE10 | SR | 23 | 2 | 5 | 7 | 0.304 |
| 2022-23 | Post | D2 | NE10 | JR | 27 | 5 | 6 | 11 | 0.407 |
| 2021-22 | Post | D2 | NE10 | SO | 24 | 5 | 8 | 13 | 0.542 |
| 2020-21 | Post | D2 | NE10 | FR | 0 | 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.