| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Atlanta Capitals | NA3HL | 43 | 8 | 8 | 16 | 0.372 | 0.0448 | 0.0471 | 0.1175 | 0.1237 |
| 2017-18 | Atlanta Capitals | NA3HL | 47 | 13 | 36 | 49 | 1.043 | 0.1256 | 0.1258 | 0.3294 | 0.3300 |
| 2018-19 | Atlanta Capitals | NA3HL | 37 | 23 | 37 | 60 | 1.622 | 0.1954 | 0.1854 | 0.5123 | 0.4861 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Franklin Pierce | D2 | NE10 | SR | 33 | 6 | 4 | 10 | 0.303 |
| 2021-22 | Franklin Pierce | D2 | NE10 | JR | 23 | 5 | 5 | 10 | 0.435 |
| 2020-21 | Franklin Pierce | D2 | NE10 | SO | 6 | 1 | 2 | 3 | 0.500 |
| 2019-20 | Franklin Pierce | D2 | NE10 | FR | 31 | 7 | 5 | 12 | 0.387 |
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.