| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Cedar Rapids RoughRiders | USHL | 23 | 1 | 3 | 4 | 0.174 | 0.1107 | 0.1154 | 0.5211 | 0.5432 |
| 2011-12 | Amarillo Wranglers | NAHL | 52 | 6 | 7 | 13 | 0.250 | 0.0928 | 0.0957 | 0.2647 | 0.2730 |
| 2012-13 | Omaha Lancers | USHL | 51 | 11 | 9 | 20 | 0.392 | 0.2498 | 0.2355 | 1.1753 | 1.1078 |
| 2013-14 | Omaha Lancers | USHL | 59 | 24 | 28 | 52 | 0.881 | 0.5613 | 0.5028 | 2.6413 | 2.3659 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Arizona State | D1 | — | SR | 14 | 2 | 1 | 3 | 0.214 |
| 2016-17 | UMass Lowell | D1 | HockeyEast | JR | 11 | 2 | 2 | 4 | 0.364 |
| 2015-16 | UMass Lowell | D1 | HockeyEast | SO | 21 | 4 | 1 | 5 | 0.238 |
| 2014-15 | UMass Lowell | D1 | HockeyEast | FR | 8 | 0 | 1 | 1 | 0.125 |
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.