| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Walpole Express | EHLP | 14 | 6 | 1 | 7 | 0.500 | 0.0573 | 0.0591 | 0.1127 | 0.1161 |
| 2020-21 | Danbury Jr. Hat Tricks | NA3HL | 14 | 8 | 8 | 16 | 1.143 | 0.1434 | 0.1434 | 0.3608 | 0.3608 |
| 2021-22 | Atlanta Capitals | NA3HL | 24 | 15 | 8 | 23 | 0.958 | 0.1203 | 0.1112 | 0.3025 | 0.2796 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Aurora | D3 | NCHA | — | 14 | 0 | 3 | 3 | 0.214 |
| 2023-24 | King's | D3 | MAC | — | 11 | 0 | 1 | 1 | 0.091 |
| 2022-23 | King's | D3 | MAC | — | 2 | 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.