icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Dubuque Fighting Saints | USHL | 57 | 14 | 14 | 28 | 0.491 | 0.3019 | 0.3278 | 1.4472 | 1.5714 |
| 2011-12 | U.S. National U18 Team | NTDP-U18 | 60 | 21 | 15 | 36 | 0.600 | 0.4652 | 0.4494 | 2.2331 | 2.1572 |
| 2023-24 | — | KHL | 56 | 15 | 19 | 34 | 0.607 | 1.5177 | 1.2614 | — | — |
| 2024-25 | Neftekhimik Nizhnekamsk | KHL | 45 | 16 | 14 | 30 | 0.667 | 1.6667 | 1.3359 | — | — |
| 2025-26 | ERC Ingolstadt | DEL | 52 | 32 | 31 | 63 | 1.212 | 1.3249 | 1.2470 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Miami | D1 | NCHC | JR | 38 | 20 | 20 | 40 | 1.053 |
| 2013-14 | Miami | D1 | NCHC | SO | 38 | 19 | 25 | 44 | 1.158 |
| 2012-13 | Miami | D1 | CCHA-orig | FR | 40 | 15 | 24 | 39 | 0.975 |
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.