| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Cedar Rapids RoughRiders | USHL | 50 | 21 | 21 | 42 | 0.840 | 0.5163 | 0.5052 | 2.4748 | 2.4215 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Northeastern | D1 | HockeyEast | SR | 34 | 20 | 18 | 38 | 1.118 |
| 2021-22 | Northeastern | D1 | HockeyEast | JR | 38 | 25 | 14 | 39 | 1.026 |
| 2020-21 | Northeastern | D1 | HockeyEast | SO | 21 | 10 | 10 | 20 | 0.952 |
| 2019-20 | Northeastern | D1 | HockeyEast | FR | 31 | 11 | 16 | 27 | 0.871 |
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.