| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Cedar Rapids RoughRiders | USHL | 53 | 17 | 22 | 39 | 0.736 | 0.4686 | 0.4752 | 2.2050 | 2.2361 |
| 2012-13 | — | USHL | 63 | 25 | 24 | 49 | 0.778 | 0.4953 | 0.4759 | 2.3308 | 2.2396 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | RPI | D1 | — | SR | 36 | 17 | 14 | 31 | 0.861 |
| 2015-16 | RPI | D1 | — | JR | 35 | 15 | 11 | 26 | 0.743 |
| 2014-15 | RPI | D1 | — | SO | 41 | 5 | 8 | 13 | 0.317 |
| 2013-14 | RPI | D1 | — | FR | 9 | 0 | 1 | 1 | 0.111 |
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.