| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | — | USHL | 43 | 6 | 13 | 19 | 0.442 | 0.2814 | 0.2885 | 1.3242 | 1.3578 |
| 2013-14 | Tri-City Storm | USHL | 13 | 1 | 3 | 4 | 0.308 | 0.1959 | 0.1917 | 0.9221 | 0.9024 |
| 2014-15 | Islanders Hockey Club | USPHL-Premier-Classic | 50 | 13 | 28 | 41 | 0.820 | 0.2462 | 0.2416 | 0.6754 | 0.6628 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Endicott | D3 | CNE | SR | 21 | 10 | 21 | 31 | 1.476 |
| 2017-18 | Endicott | D3 | CNE | JR | 26 | 16 | 22 | 38 | 1.462 |
| 2016-17 | Endicott | D3 | CNE | SO | 25 | 17 | 18 | 35 | 1.400 |
| 2015-16 | Endicott | D3 | CNE | FR | 22 | 12 | 18 | 30 | 1.364 |
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.