| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Sioux City Musketeers | USHL | 3 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2012-13 | Sioux City Musketeers | USHL | 59 | 18 | 23 | 41 | 0.695 | 0.4425 | 0.4371 | 2.0824 | 2.0571 |
| 2013-14 | Sioux City Musketeers | USHL | 58 | 19 | 41 | 60 | 1.034 | 0.6588 | 0.6200 | 3.1001 | 2.9175 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Minnesota Duluth | D1 | NCHC | SR | 43 | 11 | 15 | 26 | 0.605 |
| 2016-17 | Minnesota Duluth | D1 | NCHC | JR | 42 | 3 | 8 | 11 | 0.262 |
| 2015-16 | Minnesota Duluth | D1 | NCHC | SO | 39 | 2 | 8 | 10 | 0.256 |
| 2014-15 | Minnesota Duluth | D1 | NCHC | FR | 39 | 5 | 8 | 13 | 0.333 |
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.