| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Cedar Rapids RoughRiders | USHL | 39 | 1 | 2 | 3 | 0.077 | 0.0454 | 0.0462 | 0.2266 | 0.2307 |
| 2012-13 | Cedar Rapids RoughRiders | USHL | 5 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2013-14 | — | BCHL | 31 | 1 | 4 | 5 | 0.161 | 0.0621 | 0.0585 | 0.2350 | 0.2215 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Adrian | D3 | NCHA | SR | 11 | 0 | 1 | 1 | 0.091 |
| 2016-17 | Adrian | D3 | NCHA | JR | 29 | 1 | 8 | 9 | 0.310 |
| 2015-16 | Adrian | D3 | NCHA | SO | 29 | 0 | 9 | 9 | 0.310 |
| 2014-15 | Adrian | D3 | NCHA | FR | 22 | 1 | 2 | 3 | 0.136 |
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.