| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Corpus Christi IceRays | NAHL | 57 | 2 | 6 | 8 | 0.140 | 0.0499 | 0.0529 | 0.1481 | 0.1571 |
| 2014-15 | — | NAHL | 47 | 0 | 1 | 1 | 0.021 | 0.0076 | 0.0077 | 0.0225 | 0.0227 |
| 2015-16 | Kenai River Brown Bears | NAHL | 18 | 1 | 1 | 2 | 0.111 | 0.0395 | 0.0381 | 0.1172 | 0.1130 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Skidmore | D1 | SUNYAC | SR | 6 | 1 | 0 | 1 | 0.167 |
| 2019-20 | Skidmore | D3 | SUNYAC | SR | 6 | 1 | 0 | 1 | 0.167 |
| 2018-19 | Skidmore | D1 | SUNYAC | JR | 13 | 0 | 1 | 1 | 0.077 |
| 2018-19 | Skidmore | D3 | SUNYAC | JR | 13 | 0 | 1 | 1 | 0.077 |
| 2017-18 | Skidmore | D3 | SUNYAC | SO | 9 | 0 | 0 | 0 | 0.000 |
| 2016-17 | Skidmore | D3 | SUNYAC | FR | 15 | 0 | 0 | 0 | 0.000 |
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.