| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | New Hampshire Jr. Monarchs | EHL | 43 | 12 | 15 | 27 | 0.628 | 0.1347 | 0.1369 | 0.3075 | 0.3125 |
| 2014-15 | Islanders Hockey Club | USPHL-Premier-Classic | 24 | 2 | 5 | 7 | 0.292 | 0.0876 | 0.0857 | 0.2403 | 0.2352 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Hobart | D3 | SUNYAC | SR | 6 | 0 | 1 | 1 | 0.167 |
| 2017-18 | Hobart | D3 | SUNYAC | JR | 24 | 4 | 7 | 11 | 0.458 |
| 2016-17 | Hobart | D3 | SUNYAC | SO | 19 | 4 | 5 | 9 | 0.474 |
| 2015-16 | Hobart | D3 | SUNYAC | FR | 19 | 4 | 7 | 11 | 0.579 |
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.