| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Surrey Eagles | BCHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2016-17 | Drumheller Dragons | AJHL | 58 | 12 | 26 | 38 | 0.655 | 0.2198 | 0.2270 | 0.6063 | 0.6263 |
| 2017-18 | Cedar Rapids RoughRiders | USHL | 16 | 1 | 1 | 2 | 0.125 | 0.0737 | 0.0712 | 0.3754 | 0.3624 |
| 2018-19 | Drumheller Dragons | AJHL | 22 | 8 | 15 | 23 | 1.046 | 0.3507 | 0.3255 | 0.9675 | 0.8980 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Wisconsin-Superior | D3 | WIAC | SR | 26 | 1 | 7 | 8 | 0.308 |
| 2021-22 | Wisconsin-Superior | D3 | WIAC | JR | 11 | 2 | 3 | 5 | 0.455 |
| 2020-21 | Robert Morris | D1 | AHA | SO | 6 | 0 | 2 | 2 | 0.333 |
| 2019-20 | Robert Morris | D1 | AHA | FR | 10 | 0 | 2 | 2 | 0.200 |
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.