| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Eden Prairie | USHS-MN | 31 | 5 | 16 | 21 | 0.677 | 0.1824 | 0.1824 | 0.1645 | 0.1645 |
| 2020-21 | Eden Prairie | USHS-MN | 24 | 5 | 26 | 31 | 1.292 | 0.3477 | 0.3477 | — | — |
| 2021-22 | — | USHL | 61 | 2 | 20 | 22 | 0.361 | 0.2217 | 0.2152 | 1.0627 | 1.0315 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Harvard | D1 | ECAC | SR | 32 | 2 | 8 | 10 | 0.312 |
| 2024-25 | Harvard | D1 | ECAC | — | 33 | 6 | 4 | 10 | 0.303 |
| 2023-24 | Harvard | D1 | ECAC | — | 32 | 0 | 5 | 5 | 0.156 |
| 2022-23 | Harvard | D1 | ECAC | — | 33 | 1 | 0 | 1 | 0.030 |
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.