| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Wenatchee Wild | BCHL | 55 | 4 | 27 | 31 | 0.564 | 0.2172 | 0.2307 | 0.8202 | 0.8712 |
| 2016-17 | Tri-City Storm | USHL | 60 | 2 | 16 | 18 | 0.300 | 0.1770 | 0.1754 | 0.9010 | 0.8929 |
| 2017-18 | Tri-City Storm | USHL | 60 | 3 | 32 | 35 | 0.583 | 0.3441 | 0.3239 | 1.7519 | 1.6492 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Colorado College | D1 | NCHC | — | 38 | 1 | 14 | 15 | 0.395 |
| 2021-22 | Colorado College | D1 | NCHC | — | 36 | 1 | 11 | 12 | 0.333 |
| 2020-21 | Colorado College | D1 | NCHC | — | 19 | 1 | 1 | 2 | 0.105 |
| 2019-20 | Colorado College | D1 | NCHC | — | 33 | 1 | 16 | 17 | 0.515 |
| 2018-19 | Colorado College | D1 | NCHC | — | 41 | 3 | 23 | 26 | 0.634 |
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.