| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Vermont Lumberjacks | EHL | 40 | 13 | 8 | 21 | 0.525 | 0.1127 | 0.1120 | 0.2571 | 0.2555 |
| 2015-16 | Connecticut RoughRiders | EHL | 41 | 15 | 18 | 33 | 0.805 | 0.1727 | 0.1640 | 0.3942 | 0.3744 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Connecticut College | D3 | NESCAC | SR | 25 | 3 | 3 | 6 | 0.240 |
| 2018-19 | Connecticut College | D3 | NESCAC | JR | 22 | 2 | 2 | 4 | 0.182 |
| 2017-18 | Connecticut College | D3 | NESCAC | SO | 24 | 0 | 8 | 8 | 0.333 |
| 2016-17 | Connecticut College | D3 | NESCAC | FR | 22 | 8 | 6 | 14 | 0.636 |
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.