| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Bay State Bobcats | NA3HL | 47 | 36 | 64 | 100 | 2.128 | 0.2564 | 0.2804 | 0.6721 | 0.7350 |
| 2017-18 | Bay State Bobcats | NA3HL | 36 | 33 | 57 | 90 | 2.500 | 0.3013 | 0.3142 | 0.7898 | 0.8237 |
| 2018-19 | Cornwall Colts | CCHL | 19 | 0 | 3 | 3 | 0.158 | 0.0451 | 0.0446 | 0.1222 | 0.1208 |
| 2019-20 | — | NA3HL | 22 | 13 | 19 | 32 | 1.454 | 0.1753 | 0.1753 | 0.4595 | 0.4595 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Elmira | D3 | UCHC | GR | 25 | 14 | 14 | 28 | 1.120 |
| 2023-24 | Elmira | D3 | UCHC | SR | 29 | 11 | 13 | 24 | 0.828 |
| 2022-23 | Elmira | D3 | UCHC | JR | 25 | 6 | 7 | 13 | 0.520 |
| 2021-22 | Elmira | D3 | UCHC | SO | 26 | 9 | 16 | 25 | 0.962 |
| 2020-21 | Elmira | D3 | UCHC | FR | 15 | 8 | 8 | 16 | 1.067 |
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.