| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Merritt Centennials | BCHL | 57 | 7 | 16 | 23 | 0.404 | 0.1570 | 0.1597 | 0.5884 | 0.5985 |
| 2016-17 | Merritt Centennials | BCHL | 49 | 16 | 14 | 30 | 0.612 | 0.2383 | 0.2302 | 0.8928 | 0.8625 |
| 2017-18 | Merritt Centennials | BCHL | 57 | 20 | 28 | 48 | 0.842 | 0.3277 | 0.3008 | 1.2280 | 1.1272 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | SUNY Geneseo | D3 | SUNYAC | SR | 28 | 5 | 16 | 21 | 0.750 |
| 2019-20 | SUNY Geneseo | D3 | — | SO | 22 | 4 | 5 | 9 | 0.409 |
| 2018-19 | SUNY Geneseo | D3 | — | FR | 15 | 5 | 3 | 8 | 0.533 |
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.