| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Spruce Grove Saints | AJHL | 56 | 8 | 11 | 19 | 0.339 | 0.1138 | 0.1275 | 0.3140 | 0.3518 |
| 2019-20 | Spruce Grove Saints | AJHL | 56 | 15 | 29 | 44 | 0.786 | 0.2635 | 0.2635 | 0.7271 | 0.7271 |
| 2020-21 | Lincoln Stars | USHL | 49 | 7 | 12 | 19 | 0.388 | 0.2288 | 0.2288 | 1.1647 | 1.1647 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Colorado College | D1 | NCHC | SR | 37 | 6 | 6 | 12 | 0.324 |
| 2023-24 | Colorado College | D1 | NCHC | JR | 37 | 5 | 9 | 14 | 0.378 |
| 2022-23 | Colorado College | D1 | NCHC | SO | 38 | 6 | 14 | 20 | 0.526 |
| 2021-22 | Colorado College | D1 | NCHC | FR | 36 | 6 | 12 | 18 | 0.500 |
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.