| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Benilde-St. Margaret's | USHS-MN | 28 | 18 | 11 | 29 | 1.036 | 0.2788 | 0.2788 | 0.2516 | 0.2516 |
| 2020-21 | Benilde-St. Margaret's | USHS-MN | 21 | 13 | 19 | 32 | 1.524 | 0.4102 | 0.4102 | — | — |
| 2021-22 | Benilde-St. Margaret's | USHS-MN | 28 | 23 | 24 | 47 | 1.679 | 0.4519 | 0.4519 | 0.4077 | 0.4077 |
| 2022-23 | Trail Smoke Eaters | BCHL | 49 | 13 | 19 | 32 | 0.653 | 0.2433 | 0.2411 | 0.9516 | 0.9429 |
| 2023-24 | Trail Smoke Eaters | BCHL | 47 | 16 | 17 | 33 | 0.702 | 0.2615 | 0.2471 | 1.0230 | 0.9667 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Army | D1 | AHA | — | 35 | 7 | 9 | 16 | 0.457 |
| 2024-25 | Army | D1 | AHA | — | 38 | 7 | 5 | 12 | 0.316 |
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.