| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Trail Smoke Eaters | BCHL | 53 | 12 | 15 | 27 | 0.509 | 0.1963 | 0.2023 | 0.7413 | 0.7639 |
| 2016-17 | Trail Smoke Eaters | BCHL | 51 | 30 | 28 | 58 | 1.137 | 0.4382 | 0.4292 | 1.6551 | 1.6210 |
| 2017-18 | Trail Smoke Eaters | BCHL | 44 | 24 | 37 | 61 | 1.386 | 0.5342 | 0.4975 | 2.0176 | 1.8791 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | UConn | D1 | HockeyEast | JR | 18 | 5 | 2 | 7 | 0.389 |
| 2019-20 | UConn | D1 | HockeyEast | SO | 29 | 6 | 10 | 16 | 0.552 |
| 2018-19 | UConn | D1 | HockeyEast | FR | 32 | 5 | 6 | 11 | 0.344 |
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.