| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Boston Jr. Bruins | USPHL-Premier-Classic | 50 | 7 | 20 | 27 | 0.540 | 0.1516 | 0.1507 | 0.4440 | 0.4414 |
| 2015-16 | Boston Jr. Bruins | USPHL-Premier-Classic | 44 | 9 | 19 | 28 | 0.636 | 0.1786 | 0.1688 | 0.5232 | 0.4945 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Dartmouth | D1 | ECAC | — | 24 | 1 | 0 | 1 | 0.042 |
| 2018-19 | Dartmouth | D1 | ECAC | — | 28 | 1 | 2 | 3 | 0.107 |
| 2017-18 | Dartmouth | D1 | ECAC | — | 23 | 1 | 2 | 3 | 0.130 |
| 2016-17 | Dartmouth | D1 | ECAC | — | 24 | 2 | 3 | 5 | 0.208 |
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.