| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Sioux City Musketeers | USHL | 8 | 1 | 3 | 4 | 0.500 | 0.3184 | 0.3356 | 1.4984 | 1.5795 |
| 2013-14 | Sioux City Musketeers | USHL | 27 | 6 | 15 | 21 | 0.778 | 0.4953 | 0.4989 | 2.3308 | 2.3479 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Minnesota Duluth | D1 | NCHC | SR | 30 | 6 | 5 | 11 | 0.367 |
| 2016-17 | Minnesota Duluth | D1 | NCHC | JR | 25 | 7 | 8 | 15 | 0.600 |
| 2015-16 | Nebraska Omaha | D1 | NCHC | SO | 14 | 0 | 1 | 1 | 0.071 |
| 2014-15 | Nebraska Omaha | D1 | NCHC | FR | 39 | 11 | 10 | 21 | 0.538 |
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.