| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Vermont Lumberjacks | EHL | 29 | 15 | 19 | 34 | 1.172 | 0.2516 | 0.2390 | 0.5741 | 0.5454 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | UMass Boston | D3 | NEHC | SR | 16 | 4 | 5 | 9 | 0.562 |
| 2022-23 | Franklin Pierce | D2 | NE10 | SR | 27 | 16 | 18 | 34 | 1.259 |
| 2021-22 | Franklin Pierce | D2 | NE10 | JR | 25 | 14 | 18 | 32 | 1.280 |
| 2020-21 | Franklin Pierce | D2 | NE10 | SO | 6 | 4 | 3 | 7 | 1.167 |
| 2019-20 | Franklin Pierce | D2 | NE10 | FR | 31 | 10 | 12 | 22 | 0.710 |
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.