| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Connecticut RoughRiders | EHL | 42 | 6 | 17 | 23 | 0.548 | 0.0802 | 0.0815 | 0.2682 | 0.2724 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Bowdoin | D3 | NESCAC | SR | 24 | 3 | 8 | 11 | 0.458 |
| 2016-17 | Bowdoin | D3 | NESCAC | JR | 17 | 1 | 1 | 2 | 0.118 |
| 2015-16 | Bowdoin | D3 | NESCAC | SO | 25 | 1 | 7 | 8 | 0.320 |
| 2014-15 | Bowdoin | D3 | NESCAC | FR | 23 | 5 | 6 | 11 | 0.478 |
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.