| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Wenatchee Wild | BCHL | 58 | 18 | 21 | 39 | 0.672 | 0.2505 | 0.2505 | 0.9798 | 0.9798 |
| 2020-21 | St. Cloud Norsemen | NAHL | 50 | 16 | 36 | 52 | 1.040 | 0.4120 | 0.4120 | 1.0919 | 1.0919 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Colgate | D1 | ECAC | — | 36 | 15 | 19 | 34 | 0.944 |
| 2023-24 | Colgate | D1 | ECAC | — | 35 | 7 | 20 | 27 | 0.771 |
| 2022-23 | Colorado College | D1 | NCHC | — | 19 | 2 | 1 | 3 | 0.158 |
| 2021-22 | Colorado College | D1 | NCHC | — | 21 | 4 | 5 | 9 | 0.429 |
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.