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% |
2026 Modeled Pitcher Outcomes
| wdt_ID | wdt_created_by | wdt_created_at | wdt_last_edited_by | wdt_last_edited_at | Name | Team | Level | Age | SP-RP | IP | Ideal Outcome | IO Percentile | Negative Outcome | NO percentile | IO-NO | IO-NO Percentile |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | Anthony Eyanson | BOS | High-A | 21 | SP | 20.1 | 76.9 | 100 | 8.8 | 98 | 68.2 | 100 | ||||
| 3 | Garrett Stratton | NYM | AA | 22 | RP | 26.1 | 76.3 | 100 | 5.4 | 100 | 70.9 | 100 | ||||
| 4 | Reiver Sanmartin | SFG | AAA | 30 | RP | 27.2 | 71.8 | 100 | 9.5 | 97 | 62.3 | 100 | ||||
| 5 | Daniel Keaney | TEX | CPX | 21 | Hybrid | 24.1 | 70.5 | 99 | 3.8 | 100 | 66.7 | 100 | ||||
| 6 | Tyler Gough | LAD | A | 22 | SP | 20.1 | 67.7 | 96 | 5.1 | 99 | 62.6 | 100 | ||||
| 7 | Ricardo Osorio | OAK | DSL | 18 | SP | 50.2 | 67.4 | 99 | 8.0 | 97 | 59.4 | 100 | ||||
| 8 | Yaqui Rivera | BAL | AA | 22 | RP | 24.2 | 74.7 | 99 | 12.1 | 90 | 62.6 | 99 | ||||
| 9 | Ramon Marquez | PHI | High-A | 20 | SP | 30.0 | 73.6 | 99 | 11.2 | 94 | 62.3 | 99 | ||||
| 10 | Seth Hernandez | PIT | A | 20 | SP | 28.0 | 72.6 | 100 | 10.5 | 92 | 62.1 | 99 | ||||
| 11 | Nate Snead | LAA | High-A | 22 | SP | 35.1 | 72.1 | 99 | 6.4 | 100 | 65.6 | 99 | ||||
| 12 | Aaron Watson | CIN | CPX | 19 | Hybrid | 27.2 | 71.8 | 100 | 10.4 | 95 | 61.4 | 99 | ||||
| 13 | Nestor Lorant | CIN | AA | 24 | Hybrid | 22.1 | 70.8 | 99 | 9.6 | 96 | 61.2 | 99 | ||||
| 14 | Garrett Langrell | SFG | A | 25 | RP | 37.0 | 70.6 | 99 | 8.9 | 96 | 61.7 | 99 | ||||
| 15 | Isaac Lyon | WSN | High-A | 22 | SP | 20.1 | 70.4 | 99 | 13.4 | 85 | 57.0 | 99 | ||||
| 16 | Daniel Brooks | ATL | A | 23 | RP | 27.2 | 70.1 | 99 | 8.5 | 97 | 61.6 | 99 | ||||
| 17 | Max Martin | KCR | A | 22 | RP | 21.0 | 70.0 | 98 | 8.5 | 97 | 61.5 | 99 | ||||
| 18 | Juan Villamizar | COL | DSL | 17 | SP | 25.2 | 69.4 | 100 | 10.4 | 93 | 59.0 | 99 | ||||
| 19 | Juan Cordero | KCR | DSL | 20 | RP | 28.1 | 69.4 | 99 | 11.4 | 91 | 58.0 | 99 | ||||
| 20 | Jack Mahoney | COL | AA | 24 | SP | 68.0 | 68.9 | 98 | 10.1 | 95 | 58.8 | 99 | ||||
| 21 | Noah Murdock | PIT | AAA | 27 | RP | 25.2 | 68.8 | 99 | 12.8 | 86 | 55.9 | 99 | ||||
| 22 | Joe Glassey | BAL | High-A | 24 | RP | 28.1 | 68.7 | 99 | 8.3 | 98 | 60.3 | 99 | ||||
| 23 | Eli Jones | MIN | High-A | 23 | SP | 40.1 | 68.4 | 98 | 7.1 | 99 | 61.3 | 99 | ||||
| 24 | Kade Anderson | SEA | AA | 21 | SP | 93.1 | 68.0 | 98 | 6.1 | 99 | 62.0 | 99 | ||||
| 25 | Jack Bowery | SEA | A | 22 | Hybrid | 90.0 | 68.0 | 97 | 8.1 | 98 | 59.9 | 99 | ||||
| 26 | Ryan Johnson | LAA | AA | 23 | SP | 20.1 | 67.8 | 97 | 6.2 | 99 | 61.6 | 99 | ||||
| 27 | Iker Redona | CIN | CPX | 18 | Hybrid | 47.0 | 67.6 | 97 | 4.6 | 99 | 63.0 | 99 | ||||
| 28 | Jake Bennett | BOS | AAA | 25 | SP | 39.1 | 66.9 | 98 | 10.1 | 96 | 56.8 | 99 | ||||
| 29 | Cam Booser | TBR | AAA | 34 | RP | 20.0 | 66.5 | 98 | 9.9 | 97 | 56.5 | 99 | ||||
| 30 | Michael Gil | CIN | DSL | 21 | RP | 22.0 | 66.0 | 98 | 7.9 | 97 | 58.1 | 99 | ||||
| 31 | River Ryan | LAD | AAA | 27 | SP | 36.1 | 64.6 | 96 | 8.5 | 98 | 56.1 | 99 | ||||
| 32 | Alvin De Leon | CHC | DSL | 18 | RP | 28.0 | 64.2 | 95 | 6.8 | 98 | 57.4 | 99 | ||||
| 33 | Josh Fleming | TOR | AAA | 30 | SP | 64.1 | 64.2 | 95 | 8.0 | 99 | 56.2 | 99 | ||||
| 34 | Braeden Sloan | BAL | High-A | 22 | RP | 42.1 | 70.7 | 99 | 14.1 | 82 | 56.5 | 98 | ||||
| 35 | Alexander Alberto | TBR | AA | 24 | RP | 28.2 | 70.5 | 99 | 13.3 | 84 | 57.3 | 98 | ||||
| 36 | Austin Breedlove | NYY | CPX | 22 | RP | 23.0 | 70.3 | 99 | 11.1 | 91 | 59.2 | 98 | ||||
| 37 | Karson Milbrandt | MIA | AA | 22 | SP | 47.0 | 70.3 | 99 | 13.7 | 82 | 56.6 | 98 | ||||
| 38 | Reid VanScoter | SEA | AA | 27 | RP | 33.0 | 69.5 | 98 | 11.1 | 93 | 58.4 | 98 | ||||
| 39 | Mason Peters | SEA | A | 22 | SP | 50.1 | 69.4 | 98 | 10.9 | 91 | 58.5 | 98 | ||||
| 40 | Landon Harmon | WSN | A | 19 | SP | 32.1 | 68.8 | 97 | 9.7 | 94 | 59.2 | 98 | ||||
| 41 | Luimy Munoz | TEX | A | 23 | RP | 36.1 | 68.5 | 97 | 10.3 | 92 | 58.2 | 98 | ||||
| 42 | Ryan Sloan | SEA | AA | 20 | SP | 86.2 | 67.9 | 98 | 10.6 | 94 | 57.3 | 98 | ||||
| 43 | Grant Holman | PHI | AAA | 26 | RP | 23.1 | 67.3 | 99 | 11.8 | 90 | 55.5 | 98 | ||||
| 44 | Braden Osbolt | CIN | A | 21 | RP | 26.2 | 67.3 | 96 | 8.8 | 96 | 58.5 | 98 | ||||
| 45 | Jackson Brockett | CHC | High-A | 23 | RP | 50.1 | 67.2 | 98 | 10.6 | 96 | 56.7 | 98 | ||||
| 46 | Craig Yoho | MIL | AAA | 26 | RP | 23.0 | 67.2 | 98 | 12.3 | 89 | 55.0 | 98 | ||||
| 47 | Dylan Brown | BOS | High-A | 22 | SP | 71.2 | 67.1 | 98 | 10.8 | 95 | 56.3 | 98 | ||||
| 48 | Beck Way | KCR | AAA | 26 | RP | 31.0 | 67.1 | 98 | 13.4 | 83 | 53.8 | 98 | ||||
| 49 | Micah Ashman | BAL | AA | 23 | RP | 42.2 | 67.1 | 97 | 9.2 | 97 | 57.9 | 98 | ||||
| 50 | Deimer Rodriguez | BAL | DSL | 18 | SP | 24.1 | 67.0 | 98 | 9.7 | 95 | 57.3 | 98 | ||||
| 51 | Junior Sanchez | ARI | High-A | 20 | Hybrid | 41.1 | 66.9 | 97 | 10.9 | 95 | 56.0 | 98 | ||||
| Team | Level | Age | SP-RP | IO Percentile | NO percentile | IO-NO Percentile |

