| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Salmon Arm Silverbacks | BCHL | 47 | 4 | 15 | 19 | 0.404 | 0.1558 | 0.1671 | 0.5884 | 0.6313 |
| 2014-15 | — | BCHL | 40 | 6 | 15 | 21 | 0.525 | 0.2023 | 0.2076 | 0.7640 | 0.7840 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Colorado College | D1 | NCHC | — | 35 | 2 | 5 | 7 | 0.200 |
| 2017-18 | Colorado College | D1 | NCHC | — | 27 | 2 | 3 | 5 | 0.185 |
| 2016-17 | Colorado College | D1 | NCHC | — | 30 | 2 | 6 | 8 | 0.267 |
| 2015-16 | Colorado College | D1 | NCHC | — | 30 | 3 | 5 | 8 | 0.267 |
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.