| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | — | NTDP-U18 | 29 | 3 | 2 | 5 | 0.172 | 0.1337 | 0.1329 | 0.6417 | 0.6377 |
| 2013-14 | — | USHL | 45 | 6 | 8 | 14 | 0.311 | 0.1912 | 0.1949 | 0.9166 | 0.9342 |
| 2014-15 | — | USHL | 55 | 8 | 15 | 23 | 0.418 | 0.2571 | 0.2494 | 1.2321 | 1.1953 |
| 2015-16 | Wenatchee Wild | BCHL | 52 | 16 | 20 | 36 | 0.692 | 0.2579 | 0.2434 | 1.0088 | 0.9520 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | American International | D1 | AHA | SR | 34 | 11 | 17 | 28 | 0.824 |
| 2018-19 | American International | D1 | AHA | JR | 41 | 16 | 31 | 47 | 1.146 |
| 2017-18 | American International | D1 | AHA | SO | 34 | 13 | 10 | 23 | 0.676 |
| 2016-17 | American International | D1 | AHA | FR | 33 | 8 | 13 | 21 | 0.636 |
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.