| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Northern Cyclones | EHLP | 2 | 1 | 1 | 2 | 1.000 | 0.0782 | 0.0868 | 0.2258 | 0.2507 |
| 2017-18 | L/A Nordiques | NA3HL | 5 | 2 | 6 | 8 | 1.600 | 0.1928 | 0.1987 | 0.5054 | 0.5208 |
| 2018-19 | L/A Nordiques | NA3HL | 35 | 23 | 37 | 60 | 1.714 | 0.2066 | 0.2020 | 0.5415 | 0.5294 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Rivier | D3 | MASCAC | — | 24 | 4 | 3 | 7 | 0.292 |
| 2021-22 | Rivier | D3 | MASCAC | — | 8 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Becker | D3 | — | SO | 9 | 1 | 1 | 2 | 0.222 |
| 2019-20 | Becker | D3 | — | FR | 13 | 1 | 1 | 2 | 0.154 |
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.