| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Sioux Falls Stampede | USHL | 6 | 0 | 1 | 1 | 0.167 | 0.1025 | 0.1115 | 0.4911 | 0.5341 |
| 2012-13 | — | USHL | 15 | 0 | 1 | 1 | 0.067 | 0.0410 | 0.0424 | 0.1965 | 0.2033 |
| 2013-14 | Trail Smoke Eaters | BCHL | 48 | 16 | 16 | 32 | 0.667 | 0.2483 | 0.2514 | 0.9714 | 0.9833 |
| 2014-15 | Trail Smoke Eaters | BCHL | 51 | 12 | 22 | 34 | 0.667 | 0.2483 | 0.2398 | 0.9714 | 0.9381 |
| 2015-16 | — | BCHL | 52 | 15 | 20 | 35 | 0.673 | 0.2507 | 0.2287 | 0.9808 | 0.8946 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Lake Superior State | D1 | WCHA | SR | 39 | 2 | 2 | 4 | 0.103 |
| 2018-19 | Lake Superior State | D1 | WCHA | JR | 37 | 5 | 3 | 8 | 0.216 |
| 2017-18 | Lake Superior State | D1 | WCHA | SO | 30 | 1 | 3 | 4 | 0.133 |
| 2016-17 | Lake Superior State | D1 | WCHA | FR | 11 | 2 | 1 | 3 | 0.273 |
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.