| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Salmon Arm Silverbacks | BCHL | 50 | 10 | 8 | 18 | 0.360 | 0.1387 | 0.1555 | 0.5239 | 0.5873 |
| 2012-13 | Salmon Arm Silverbacks | BCHL | 51 | 21 | 26 | 47 | 0.922 | 0.3551 | 0.3813 | 1.3412 | 1.4402 |
| 2013-14 | Salmon Arm Silverbacks | BCHL | 46 | 28 | 30 | 58 | 1.261 | 0.4858 | 0.4992 | 1.8350 | 1.8857 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Michigan Tech | D1 | WCHA | SR | 24 | 4 | 4 | 8 | 0.333 |
| 2016-17 | Michigan Tech | D1 | WCHA | JR | 35 | 5 | 5 | 10 | 0.286 |
| 2015-16 | Michigan Tech | D1 | WCHA | SO | 33 | 5 | 10 | 15 | 0.455 |
| 2014-15 | Michigan Tech | D1 | WCHA | FR | 25 | 3 | 3 | 6 | 0.240 |
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.