| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Salmon Arm Silverbacks | BCHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2016-17 | Brooks Bandits | AJHL | 51 | 6 | 16 | 22 | 0.431 | 0.1447 | 0.1466 | 0.3992 | 0.4045 |
| 2017-18 | Brooks Bandits | AJHL | 51 | 21 | 22 | 43 | 0.843 | 0.2828 | 0.2706 | 0.7802 | 0.7466 |
| 2018-19 | Brooks Bandits | AJHL | 45 | 26 | 23 | 49 | 1.089 | 0.3652 | 0.3317 | 1.0077 | 0.9154 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Brown | D1 | ECAC | — | 30 | 3 | 6 | 9 | 0.300 |
| 2021-22 | Brown | D1 | ECAC | — | 31 | 3 | 4 | 7 | 0.226 |
| 2020-21 | Brown | D1 | ECAC | — | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Brown | D1 | ECAC | FR | 22 | 2 | 2 | 4 | 0.182 |
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.