| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Coquitlam Express | BCHL | 10 | 3 | 0 | 3 | 0.300 | 0.1156 | 0.1281 | 0.4366 | 0.4836 |
| 2013-14 | Coquitlam Express | BCHL | 56 | 6 | 7 | 13 | 0.232 | 0.0894 | 0.0949 | 0.3378 | 0.3586 |
| 2014-15 | Coquitlam Express | BCHL | 52 | 11 | 27 | 38 | 0.731 | 0.2816 | 0.2858 | 1.0635 | 1.0794 |
| 2015-16 | Coquitlam Express | BCHL | 52 | 34 | 36 | 70 | 1.346 | 0.5187 | 0.4987 | 1.9591 | 1.8834 |
| 2022-23 | EHC Freiburg | DEL2 | 52 | 15 | 9 | 24 | 0.462 | 0.6182 | 0.6129 | 0.8281 | 0.8210 |
| 2023-24 | Bietigheim Steelers | DEL2 | 47 | 18 | 21 | 39 | 0.830 | 1.1116 | 1.0707 | 1.4890 | 1.4342 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Princeton | D1 | ECAC | SR | 31 | 6 | 16 | 22 | 0.710 |
| 2018-19 | Princeton | D1 | ECAC | JR | 31 | 6 | 17 | 23 | 0.742 |
| 2017-18 | Princeton | D1 | ECAC | SO | 36 | 13 | 25 | 38 | 1.056 |
| 2016-17 | Princeton | D1 | ECAC | FR | 34 | 7 | 26 | 33 | 0.971 |
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.