| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Connecticut Jr. Rangers | USPHL-Premier-Classic | 46 | 3 | 20 | 23 | 0.500 | 0.1404 | 0.1461 | 0.4118 | 0.4284 |
| 2015-16 | Connecticut Jr. Rangers | USPHL-Premier-Classic | 44 | 3 | 14 | 17 | 0.386 | 0.1085 | 0.1076 | 0.3182 | 0.3155 |
| 2016-17 | Brockville Braves | CCHL | 59 | 4 | 24 | 28 | 0.475 | 0.1515 | 0.1370 | 0.3674 | 0.3323 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Hamilton | D3 | NESCAC | SR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Hamilton | D3 | NESCAC | JR | 23 | 1 | 12 | 13 | 0.565 |
| 2018-19 | Hamilton | D3 | NESCAC | SO | 20 | 1 | 7 | 8 | 0.400 |
| 2017-18 | Hamilton | D3 | NESCAC | FR | 20 | 2 | 8 | 10 | 0.500 |
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.