| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Muskegon Lumberjacks | USHL | 4 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2012-13 | Muskegon Lumberjacks | USHL | 55 | 5 | 6 | 11 | 0.200 | 0.1274 | 0.1328 | 0.5993 | 0.6247 |
| 2013-14 | Penticton Vees | BCHL | 57 | 7 | 17 | 24 | 0.421 | 0.1639 | 0.1672 | 0.6141 | 0.6265 |
| 2014-15 | Penticton Vees | BCHL | 58 | 18 | 28 | 46 | 0.793 | 0.3087 | 0.3006 | 1.1566 | 1.1261 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Nebraska Omaha | D1 | NCHC | SR | 34 | 4 | 2 | 6 | 0.176 |
| 2017-18 | Nebraska Omaha | D1 | NCHC | JR | 35 | 2 | 7 | 9 | 0.257 |
| 2016-17 | Nebraska Omaha | D1 | NCHC | SO | 14 | 3 | 1 | 4 | 0.286 |
| 2015-16 | Nebraska Omaha | D1 | NCHC | FR | 23 | 0 | 1 | 1 | 0.043 |
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.