| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Wayzata | USHS-MN | 26 | 5 | 11 | 16 | 0.615 | 0.1657 | 0.1657 | 0.1495 | 0.1495 |
| 2020-21 | Waterloo Black Hawks | USHL | 44 | 1 | 4 | 5 | 0.114 | 0.0698 | 0.0698 | 0.3347 | 0.3347 |
| 2021-22 | Waterloo Black Hawks | USHL | 60 | 4 | 15 | 19 | 0.317 | 0.1947 | 0.1909 | 0.9331 | 0.9149 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Arizona State | D1 | NCHC | SR | 25 | 2 | 0 | 2 | 0.080 |
| 2024-25 | Arizona State | D1 | NCHC | JR | 21 | 0 | 2 | 2 | 0.095 |
| 2023-24 | Arizona State | D1 | NCHC | SO | 18 | 0 | 2 | 2 | 0.111 |
| 2022-23 | Arizona State | D1 | NCHC | FR | 22 | 0 | 0 | 0 | 0.000 |
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.