| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | — | USHL | 57 | 3 | 11 | 14 | 0.246 | 0.1449 | 0.1618 | 0.7376 | 0.8234 |
| 2016-17 | — | USHL | 59 | 12 | 18 | 30 | 0.508 | 0.3000 | 0.3196 | 1.5272 | 1.6270 |
| 2017-18 | — | USHL | 36 | 17 | 18 | 35 | 0.972 | 0.5735 | 0.5825 | 2.9199 | 2.9658 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Quinnipiac | D1 | ECAC | SR | 42 | 16 | 18 | 34 | 0.809 |
| 2020-21 | Quinnipiac | D1 | ECAC | JR | 9 | 5 | 3 | 8 | 0.889 |
| 2019-20 | Quinnipiac | D1 | ECAC | SO | 34 | 15 | 10 | 25 | 0.735 |
| 2018-19 | Quinnipiac | D1 | ECAC | FR | 38 | 14 | 9 | 23 | 0.605 |
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.