| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Fargo Force | USHL | 54 | 8 | 16 | 24 | 0.444 | 0.2622 | 0.2604 | 1.3347 | 1.3258 |
| 2016-17 | Fargo Force | USHL | 56 | 37 | 23 | 60 | 1.071 | 0.6320 | 0.5955 | 3.2178 | 3.0321 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Notre Dame | D1 | BigTen | — | 32 | 7 | 6 | 13 | 0.406 |
| 2021-22 | Notre Dame | D1 | BigTen | — | 38 | 6 | 10 | 16 | 0.421 |
| 2020-21 | Providence | D1 | HockeyEast | JR | 6 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Union | D1 | ECAC | — | 0 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Union | D1 | ECAC | SO | 38 | 10 | 12 | 22 | 0.579 |
| 2017-18 | Union | D1 | ECAC | FR | 28 | 4 | 9 | 13 | 0.464 |
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.