| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Drumheller Dragons | AJHL | 50 | 9 | 21 | 30 | 0.600 | 0.2012 | 0.2293 | 0.5561 | 0.6338 |
| 2019-20 | Drumheller Dragons | AJHL | 45 | 23 | 27 | 50 | 1.111 | 0.3727 | 0.3727 | 1.0298 | 1.0298 |
| 2020-21 | Des Moines Buccaneers | USHL | 42 | 5 | 16 | 21 | 0.500 | 0.2949 | 0.2949 | 1.4731 | 1.4731 |
| 2021-22 | Des Moines Buccaneers | USHL | 53 | 24 | 29 | 53 | 1.000 | 0.5899 | 0.5751 | 2.9462 | 2.8723 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Minnesota Duluth | D1 | NCHC | SR | 39 | 14 | 7 | 21 | 0.538 |
| 2024-25 | UMass Lowell | D1 | HockeyEast | SR | 36 | 10 | 8 | 18 | 0.500 |
| 2023-24 | UMass Lowell | D1 | HockeyEast | JR | 35 | 7 | 14 | 21 | 0.600 |
| 2022-23 | UMass Lowell | D1 | HockeyEast | SO | 34 | 8 | 6 | 14 | 0.412 |
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.