| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Nepean Raiders | CCHL | 53 | 5 | 15 | 20 | 0.377 | 0.0819 | 0.0805 | 0.2920 | 0.2870 |
| 2015-16 | Nepean Raiders | CCHL | 61 | 8 | 11 | 19 | 0.311 | 0.0676 | 0.0632 | 0.2410 | 0.2252 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Connecticut College | D3 | NESCAC | SR | 25 | 0 | 1 | 1 | 0.040 |
| 2018-19 | Connecticut College | D3 | NESCAC | JR | 22 | 1 | 1 | 2 | 0.091 |
| 2017-18 | Connecticut College | D3 | NESCAC | SO | 10 | 0 | 4 | 4 | 0.400 |
| 2016-17 | Connecticut College | D3 | NESCAC | FR | 20 | 3 | 4 | 7 | 0.350 |
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.