| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Bridgewater Jr. Bandits | EHLP | 40 | 1 | 7 | 8 | 0.200 | 0.0130 | 0.0133 | 0.0450 | 0.0461 |
| 2016-17 | Boston Jr. Bandits | EHL | 46 | 0 | 5 | 5 | 0.109 | 0.0159 | 0.0163 | 0.0533 | 0.0546 |
| 2017-18 | Northern Cyclones | USPHL-Premier | 28 | 2 | 15 | 17 | 0.607 | 0.0685 | 0.0651 | 0.2065 | 0.1964 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Franklin Pierce | D2 | NE10 | SR | 26 | 4 | 10 | 14 | 0.538 |
| 2020-21 | Franklin Pierce | D1 | — | JR | 6 | 0 | 1 | 1 | 0.167 |
| 2020-21 | Franklin Pierce | D2 | NE10 | JR | 6 | 0 | 1 | 1 | 0.167 |
| 2019-20 | Franklin Pierce | D1 | — | SO | 19 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Franklin Pierce | D2 | NE10 | SO | 19 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Franklin Pierce | D1 | — | FR | 19 | 0 | 2 | 2 | 0.105 |
| 2018-19 | Franklin Pierce | D2 | NE10 | FR | 19 | 0 | 2 | 2 | 0.105 |
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.