| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Tri-City Storm | USHL | 21 | 2 | 8 | 10 | 0.476 | 0.2809 | 0.3095 | 1.4302 | 1.5758 |
| 2018-19 | Tri-City Storm | USHL | 15 | 2 | 4 | 6 | 0.400 | 0.2360 | 0.2479 | 1.2014 | 1.2617 |
| 2019-20 | Tri-City Storm | USHL | 37 | 3 | 15 | 18 | 0.486 | 0.2870 | 0.2870 | 1.4612 | 1.4612 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Minnesota | D1 | BigTen | GR | 40 | 4 | 16 | 20 | 0.500 |
| 2023-24 | Minnesota | D1 | BigTen | SR | 33 | 2 | 12 | 14 | 0.424 |
| 2022-23 | Minnesota | D1 | BigTen | JR | 40 | 6 | 23 | 29 | 0.725 |
| 2021-22 | Minnesota | D1 | BigTen | SO | 36 | 3 | 11 | 14 | 0.389 |
| 2020-21 | Minnesota | D1 | BigTen | FR | 31 | 3 | 9 | 12 | 0.387 |
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.