Evaluate MiLB pitching prospects through custom outcome-based metrics including strikeouts, ground balls, infield flies, barrels allowed, walks, and overall contact management. Designed to help identify breakout dynasty and fantasy baseball arms before the market catches up.
Notes
- Ideal Outcomes: Measures positive pitcher outcomes per batter faced using strikeouts, ground balls, and infield fly balls. These are generally more ideal batted ball events that help limit high run-scoring opportunities.
- Negative Outcomes: Measures damaging pitcher outcomes per batter faced using walks, HBP, intentional walks, and a custom modeled barrel rate designed to estimate damaging contact allowed. Lower percentages are better.
- Ideal Minus Negative: Compares positive pitcher outcomes against damaging outcomes by subtracting Poor Outcomes from Ideal Outcomes. Higher values indicate pitchers generating more favorable outcomes relative to damaging ones.
Modeled Pitcher Outcome Benchmarks
Benchmarks derived from 2024–2025 MiLB seasons using pitchers with a minimum of 20 innings pitched.
| Metric | Average | Plus | Elite |
|---|---|---|---|
| Ideal Outcome | ≥56% | ≥59.5% | ≥65.5% |
| Negative Outcome | ≤16% | ≤12.5% | ≤8.5% |
| Ideal – Negative Outcome | ≥40% | ≥46% | ≥55% |
2024 Modeled Pitcher Outcomes
| Name | wdt_ID | Team | Level | Age | SP-RP | IP | Ideal Outcome | Negative Outcome | IO – NO |
|---|---|---|---|---|---|---|---|---|---|
| A.J. Block | 2 | KCR | High-A | 26 | RP | 51.0 | 60.6 | 20.7 | 40.0 |
| A.J. Labas | 3 | MIN | High-A | 25 | RP | 41.0 | 53.6 | 19.6 | 34.1 |
| Aaron Ashby | 4 | MIL | AAA | 26 | Hybrid | 84.0 | 56.3 | 22.0 | 34.3 |
| Aaron Brooks | 5 | OAK | AAA | 34 | Hybrid | 67.2 | 58.5 | 9.3 | 49.2 |
| Aaron Brown | 6 | HOU | AA | 25 | Hybrid | 92.0 | 59.6 | 12.9 | 46.7 |
| Aaron Brown | 7 | HOU | AAA | 25 | SP | 22.0 | 47.8 | 16.7 | 31.1 |
| Aaron Davenport | 8 | CLE | AA | 23 | SP | 142.1 | 51.5 | 13.0 | 38.5 |
| Aaron McGarity | 9 | CHW | AAA | 29 | RP | 65.0 | 59.5 | 14.8 | 44.7 |
| Aaron Munson | 10 | TOR | A | 22 | RP | 29.2 | 65.8 | 15.5 | 50.4 |
| Aaron Munson | 11 | TOR | High-A | 22 | RP | 23.0 | 59.8 | 18.7 | 41.1 |
| Aaron Nixon | 12 | NYY | A | 22 | RP | 61.2 | 58.5 | 20.8 | 37.7 |
| Aaron Perry | 13 | CHC | High-A | 25 | RP | 30.1 | 62.6 | 11.7 | 50.9 |
| Aaron Rozek | 14 | MIN | AAA | 28 | SP | 52.0 | 50.8 | 12.1 | 38.7 |
| Aaron Rozek | 15 | MIN | AA | 28 | RP | 70.0 | 60.0 | 8.2 | 51.8 |
| Aaron Rund | 16 | MIL | High-A | 25 | RP | 57.0 | 60.6 | 11.3 | 49.3 |
| Aaron Sanchez | 17 | TOR | AAA | 31 | SP | 61.1 | 51.6 | 23.6 | 28.0 |
| Aaron Shortridge | 18 | PIT | AAA | 27 | Hybrid | 48.2 | 49.4 | 14.6 | 34.8 |
| Abdiel Mendoza | 19 | TOR | AA | 25 | RP | 82.0 | 57.1 | 13.8 | 43.3 |
| Abel Brito | 20 | CLE | A | 23 | RP | 38.0 | 47.1 | 25.7 | 21.4 |
| Abel Mercedes | 21 | HOU | A | 22 | RP | 45.1 | 55.5 | 28.7 | 26.8 |
| Abis Prado | 22 | BOS | DSL | 17 | SP | 31.2 | 49.5 | 23.9 | 25.6 |
| Abraham Gaitan | 23 | CIN | CPX | 20 | RP | 23.0 | 41.3 | 11.1 | 30.2 |
| Abraham Parra | 24 | SDP | CPX | 18 | Hybrid | 35.2 | 51.6 | 21.1 | 30.6 |
| Adam Bates | 25 | BOS | CPX | 18 | SP | 36.1 | 52.3 | 13.9 | 38.4 |
| Adam Boucher | 26 | TBR | A | 22 | RP | 40.1 | 65.6 | 14.1 | 51.4 |
| Adam Kloffenstein | 27 | STL | AAA | 23 | SP | 89.1 | 57.0 | 19.1 | 37.9 |
| Adam Kolarek | 28 | LAA | AAA | 35 | RP | 31.0 | 56.1 | 19.0 | 37.0 |
| Adam Laskey | 29 | MIA | AA | 26 | RP | 81.1 | 63.7 | 11.0 | 52.7 |
| Adam Leverett | 30 | TBR | AA | 25 | SP | 89.2 | 51.9 | 10.3 | 41.5 |
| Adam Macko | 31 | TOR | AA | 23 | SP | 81.1 | 56.0 | 14.6 | 41.4 |
| Adam Maier | 32 | ATL | High-A | 22 | SP | 26.2 | 49.9 | 13.7 | 36.3 |
| Adam Maier | 33 | ATL | A | 22 | SP | 56.2 | 64.8 | 9.8 | 55.0 |
| Adam Mazur | 34 | SDP | AA | 23 | SP | 32.1 | 58.7 | 5.5 | 53.2 |
| Adam Mazur | 35 | MIA | AAA | 23 | SP | 38.0 | 57.9 | 12.8 | 45.1 |
| Adam Mazur | 36 | SDP | AAA | 23 | SP | 23.0 | 60.6 | 12.3 | 48.3 |
| Adam Oller | 37 | CLE | AAA | 29 | Hybrid | 27.2 | 52.7 | 23.2 | 29.5 |
| Adam Oller | 38 | MIA | AAA | 29 | Hybrid | 25.0 | 69.0 | 10.3 | 58.8 |
| Adam Plutko | 39 | MIN | AAA | 32 | SP | 60.0 | 54.3 | 10.5 | 43.8 |
| Adam Seminaris | 40 | MIL | AA | 25 | RP | 74.2 | 60.7 | 10.3 | 50.4 |
| Adam Serwinowski | 41 | CIN | A | 20 | SP | 85.2 | 60.3 | 15.6 | 44.7 |
| Adam Shoemaker | 42 | ATL | A | 21 | RP | 69.2 | 54.7 | 21.9 | 32.8 |
| Adam Smith | 43 | BOS | High-A | 24 | RP | 58.2 | 53.4 | 15.7 | 37.7 |
| Adam Tulloch | 44 | CLE | High-A | 23 | RP | 60.0 | 56.3 | 18.7 | 37.7 |
| Adam Wolf | 45 | DET | AA | 27 | RP | 23.2 | 55.0 | 20.1 | 34.9 |
| Adel Dilone | 46 | ATL | A | 23 | RP | 52.2 | 62.5 | 15.2 | 47.3 |
| Adilson Peralta | 47 | PHI | CPX | 21 | RP | 31.2 | 59.4 | 18.4 | 41.1 |
| Adisyn Coffey | 48 | CHW | AAA | 25 | RP | 35.1 | 58.9 | 12.7 | 46.1 |
| Adler Cecil | 49 | SDP | CPX | 19 | RP | 22.2 | 46.0 | 34.9 | 11.1 |
| Adolfo Oviedo | 50 | PIT | DSL | 19 | Hybrid | 41.1 | 63.8 | 10.5 | 53.3 |
| Adonis Medina | 51 | WSN | AAA | 27 | RP | 64.2 | 62.7 | 16.3 | 46.4 |
| Team | Level | Age | SP-RP | IP | Ideal Outcome | Negative Outcome | IO – NO |

