| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Northern Cyclones | EHL | 43 | 7 | 14 | 21 | 0.488 | 0.1719 | 0.1764 | 0.2395 | 0.2457 |
| 2017-18 | Islanders Hockey Club | USPHL-Premier | 43 | 15 | 17 | 32 | 0.744 | 0.2453 | 0.2338 | 0.2532 | 0.2413 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Franklin Pierce | D2 | NE10 | SR | 26 | 10 | 10 | 20 | 0.769 |
| 2020-21 | Franklin Pierce | D1 | — | JR | 6 | 1 | 3 | 4 | 0.667 |
| 2020-21 | Franklin Pierce | D2 | NE10 | JR | 6 | 1 | 3 | 4 | 0.667 |
| 2019-20 | Franklin Pierce | D1 | — | SO | 32 | 7 | 20 | 27 | 0.844 |
| 2019-20 | Franklin Pierce | D2 | NE10 | SO | 32 | 7 | 20 | 27 | 0.844 |
| 2018-19 | Franklin Pierce | D1 | — | FR | 23 | 3 | 4 | 7 | 0.304 |
| 2018-19 | Franklin Pierce | D2 | NE10 | FR | 23 | 3 | 4 | 7 | 0.304 |
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.