| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Wenatchee Wild | BCHL | 50 | 12 | 11 | 23 | 0.460 | 0.1772 | 0.1800 | 0.6690 | 0.6795 |
| 2016-17 | Wenatchee Wild | BCHL | 58 | 27 | 35 | 62 | 1.069 | 0.4119 | 0.3973 | 1.5548 | 1.4996 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | UMass | D1 | HockeyEast | — | 19 | 1 | 2 | 3 | 0.158 |
| 2020-21 | Dartmouth | D1 | ECAC | — | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Dartmouth | D1 | ECAC | JR | 31 | 6 | 18 | 24 | 0.774 |
| 2018-19 | Dartmouth | D1 | ECAC | SO | 32 | 4 | 11 | 15 | 0.469 |
| 2017-18 | Dartmouth | D1 | ECAC | FR | 33 | 9 | 8 | 17 | 0.515 |
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.