| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Cowichan Valley Capitals | BCHL | 10 | 0 | 1 | 1 | 0.100 | 0.0385 | 0.0385 | 0.1453 | 0.1453 |
| 2021-22 | Weyburn Red Wings | SJHL | 21 | 1 | 4 | 5 | 0.238 | 0.0610 | 0.0645 | 0.1791 | 0.1893 |
| 2022-23 | Weyburn Red Wings | SJHL | 44 | 10 | 10 | 20 | 0.455 | 0.1164 | 0.1172 | 0.3420 | 0.3444 |
| 2023-24 | Aberdeen Wings | NAHL | 58 | 10 | 29 | 39 | 0.672 | 0.2389 | 0.2311 | 0.7092 | 0.6859 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | St. Olaf | D3 | MIAC | SO | 16 | 0 | 1 | 1 | 0.062 |
| 2024-25 | St. Olaf | D3 | MIAC | — | 22 | 0 | 5 | 5 | 0.227 |
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.