| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Northern Cyclones | EHL | 20 | 1 | 1 | 2 | 0.100 | 0.0352 | 0.0350 | 0.0490 | 0.0487 |
| 2015-16 | — | EHL | 37 | 10 | 6 | 16 | 0.432 | 0.1522 | 0.1444 | 0.2120 | 0.2012 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Canton | D3 | — | SO | 19 | 2 | 1 | 3 | 0.158 |
| 2016-17 | Canton | D3 | — | FR | 25 | 5 | 2 | 7 | 0.280 |
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.