| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Youngstown Phantoms | USHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2012-13 | Youngstown Phantoms | USHL | 41 | 0 | 3 | 3 | 0.073 | 0.0450 | 0.0484 | 0.2157 | 0.2322 |
| 2013-14 | Surrey Eagles | BCHL | 49 | 5 | 16 | 21 | 0.429 | 0.1597 | 0.1684 | 0.6245 | 0.6584 |
| 2014-15 | Nanaimo Clippers | BCHL | 43 | 5 | 11 | 16 | 0.372 | 0.1386 | 0.1397 | 0.5422 | 0.5464 |
| 2015-16 | Nanaimo Clippers | BCHL | 54 | 2 | 13 | 15 | 0.278 | 0.1035 | 0.0988 | 0.4048 | 0.3862 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Western Michigan | D1 | NCHC | SR | 23 | 0 | 1 | 1 | 0.043 |
| 2019-20 | Western Michigan | D1 | NCHC | SR | 33 | 3 | 5 | 8 | 0.242 |
| 2018-19 | Western Michigan | D1 | NCHC | JR | 34 | 0 | 6 | 6 | 0.176 |
| 2017-18 | Western Michigan | D1 | NCHC | SO | 23 | 0 | 2 | 2 | 0.087 |
| 2016-17 | Western Michigan | D1 | NCHC | — | 0 | 0 | 0 | 0 | 0.000 |
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.