| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | L/A Nordiques | NA3HL | 18 | 13 | 10 | 23 | 1.278 | 0.1540 | 0.1484 | 0.4037 | 0.3890 |
| 2017-18 | L/A Nordiques | NA3HL | 46 | 35 | 35 | 70 | 1.522 | 0.1834 | 0.1674 | 0.4807 | 0.4389 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Becker | D3 | — | SO | 10 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Becker | D3 | — | FR | 12 | 1 | 3 | 4 | 0.333 |
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.