| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Boston Jr. Rangers | EHLP | 37 | 8 | 14 | 22 | 0.595 | 0.1123 | 0.1222 | 0.1339 | 0.1458 |
| 2016-17 | Boston Jr. Rangers | EHL | 48 | 5 | 13 | 18 | 0.375 | 0.1320 | 0.1436 | 0.1839 | 0.2000 |
| 2017-18 | Boston Jr. Rangers | EHL | 49 | 19 | 27 | 46 | 0.939 | 0.3304 | 0.3410 | 0.4603 | 0.4751 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Wesleyan | D3 | NESCAC | SR | 23 | 3 | 4 | 7 | 0.304 |
| 2020-21 | Wesleyan | D3 | NESCAC | JR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Wesleyan | D1 | — | SO | 25 | 3 | 3 | 6 | 0.240 |
| 2019-20 | Wesleyan | D3 | NESCAC | SO | 25 | 3 | 3 | 6 | 0.240 |
| 2018-19 | Wesleyan | D1 | — | FR | 26 | 5 | 1 | 6 | 0.231 |
| 2018-19 | Wesleyan | D3 | NESCAC | FR | 26 | 5 | 1 | 6 | 0.231 |
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.