| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | — | CCHL | 57 | 1 | 6 | 7 | 0.123 | 0.0266 | 0.0260 | 0.0951 | 0.0930 |
| 2016-17 | Wellington Dukes | OJHL | 49 | 2 | 10 | 12 | 0.245 | 0.0600 | 0.0551 | 0.1676 | 0.1538 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Plymouth State | D3 | — | FR | 12 | 3 | 1 | 4 | 0.333 |
| 2017-18 | Utica | D3 | — | FR | 4 | 0 | 0 | 0 | 0.000 |
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.