| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Totino-Grace | USHS-MN | 27 | 7 | 29 | 36 | 1.333 | 0.3589 | 0.3589 | 0.3239 | 0.3239 |
| 2020-21 | Totino-Grace | USHS-MN | 19 | 17 | 21 | 38 | 2.000 | 0.5384 | 0.5384 | 0.4858 | 0.4858 |
| 2021-22 | — | NTDP-U18 | 54 | 26 | 20 | 46 | 0.852 | 0.6606 | 0.6701 | 3.1707 | 3.2162 |
| 2022-23 | — | NTDP-U18 | 61 | 31 | 44 | 75 | 1.230 | 0.9534 | 0.9169 | 4.5761 | 4.4007 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Minnesota | D1 | BigTen | — | 38 | 12 | 21 | 33 | 0.868 |
| 2023-24 | Minnesota | D1 | BigTen | — | 39 | 9 | 24 | 33 | 0.846 |
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.