| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Cedar Rapids RoughRiders | USHL | 13 | 2 | 1 | 3 | 0.231 | 0.1361 | 0.1518 | 0.6800 | 0.7582 |
| 2016-17 | Cedar Rapids RoughRiders | USHL | 48 | 4 | 2 | 6 | 0.125 | 0.0737 | 0.0784 | 0.3683 | 0.3919 |
| 2017-18 | Cedar Rapids RoughRiders | USHL | 60 | 9 | 12 | 21 | 0.350 | 0.2065 | 0.2095 | 1.0312 | 1.0460 |
| 2018-19 | Cedar Rapids RoughRiders | USHL | 62 | 25 | 19 | 44 | 0.710 | 0.4187 | 0.4031 | 2.0909 | 2.0130 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Northeastern | D1 | HockeyEast | — | 36 | 4 | 3 | 7 | 0.194 |
| 2022-23 | Northeastern | D1 | HockeyEast | — | 23 | 5 | 7 | 12 | 0.522 |
| 2021-22 | Merrimack | D1 | HockeyEast | JR | 34 | 10 | 17 | 27 | 0.794 |
| 2020-21 | Merrimack | D1 | — | SO | 17 | 7 | 5 | 12 | 0.706 |
| 2019-20 | Merrimack | D1 | — | FR | 30 | 5 | 5 | 10 | 0.333 |
| 2018-19 | Stevenson | D1 | — | SO | 15 | 1 | 1 | 2 | 0.133 |
| 2018-19 | Stevenson | D3 | — | SO | 15 | 1 | 1 | 2 | 0.133 |
| 2017-18 | Stevenson | D3 | — | FR | 14 | 4 | 1 | 5 | 0.357 |
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.