| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Langley Rivermen | BCHL | 51 | 6 | 14 | 20 | 0.392 | 0.1511 | 0.1533 | 0.5708 | 0.5792 |
| 2016-17 | Langley Rivermen | BCHL | 51 | 28 | 40 | 68 | 1.333 | 0.5137 | 0.4950 | 1.9404 | 1.8699 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Denver | D1 | NCHC | GR | 41 | 8 | 13 | 21 | 0.512 |
| 2020-21 | Denver | D1 | NCHC | SR | 24 | 4 | 5 | 9 | 0.375 |
| 2019-20 | Denver | D1 | NCHC | JR | 27 | 5 | 7 | 12 | 0.444 |
| 2018-19 | Denver | D1 | NCHC | SO | 37 | 5 | 9 | 14 | 0.378 |
| 2017-18 | Denver | D1 | NCHC | FR | 39 | 4 | 5 | 9 | 0.231 |
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.