| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Austin Bruins | NAHL | 59 | 18 | 20 | 38 | 0.644 | 0.2392 | 0.2494 | 0.6820 | 0.7110 |
| 2012-13 | Austin Bruins | NAHL | 59 | 27 | 30 | 57 | 0.966 | 0.3587 | 0.3559 | 1.0229 | 1.0150 |
| 2013-14 | Lincoln Stars | USHL | 58 | 28 | 31 | 59 | 1.017 | 0.6478 | 0.5875 | 3.0482 | 2.7643 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | North Dakota | D1 | NCHC | SR | 35 | 4 | 3 | 7 | 0.200 |
| 2016-17 | North Dakota | D1 | NCHC | JR | 39 | 2 | 6 | 8 | 0.205 |
| 2015-16 | North Dakota | D1 | NCHC | SO | 43 | 3 | 14 | 17 | 0.395 |
| 2014-15 | North Dakota | D1 | NCHC | FR | 22 | 0 | 5 | 5 | 0.227 |
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.