Research
Coverage, open research work, and the limits of what BAI data can support.
Coverage dashboard
Cells show the coverage state and the number of tracked records; ✓ marks a research class that passed certification. Certification says the research workflow is finished for that class, not that the class is complete: coverage stays as assessed. A blank cell means nothing is tracked yet. No hit rates are shown: a rate needs a complete-census or substantially-complete cell whose class is certified and fully audited, and none is yet. Counts come from the last read-model refresh.
CC Complete censusSC Substantially completePR Partial reconstructionRS Ranked sampleIV Individually verifiedNA Records, not assessed
Draft coverage by year and organization
| Organization | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ARI | PR 5 | PR 5 | PR 7 | PR 6 | PR 5 | |||||||
| ATH | PR 5 | PR 6 | PR 7 | PR 4 | PR 4 | |||||||
| ATL | CC 42 | PR 4 | PR 9 | PR 7 | PR 9 | PR 4 | ||||||
| BAL | CC 41 | PR 6 | PR 9 | PR 7 | PR 8 | PR 4 | ||||||
| BOS | PR 4 | PR 7 | PR 7 | PR 4 | PR 3 | |||||||
| CHC | PR 5 | PR 4 | PR 2 | PR 7 | PR 5 | |||||||
| CWS | IV 1 | PR 5 | PR 4 | PR 8 | PR 4 | PR 4 | ||||||
| CIN | PR 6 | PR 5 | PR 6 | PR 5 | PR 2 | |||||||
| CLE | PR 6 | PR 8 | PR 3 | PR 7 | PR 4 | |||||||
| COL | PR 6 | PR 7 | PR 9 | PR 4 | PR 4 | |||||||
| DET | IV 1 | PR 6 | PR 9 | PR 3 | PR 7 | PR 4 | ||||||
| HOU | CC 40 | PR 4 | PR 7 | PR 9 | PR 5 | PR 6 | ||||||
| KC | PR 6 | PR 7 | PR 6 | PR 4 | PR 5 | |||||||
| LAA | PR 4 | PR 9 | PR 7 | PR 4 | PR 8 | |||||||
| LAD | PR 42 | CC 42 | CC 40 | CC 40 | CC 41 | PR 6 | PR 7 | PR 5 | PR 4 | PR 2 | ||
| MIA | PR 6 | PR 5 | PR 4 | PR 6 | PR 5 | |||||||
| MIL | PR 5 | PR 9 | PR 6 | PR 7 | PR 7 | |||||||
| MIN | PR 4 | PR 12 | PR 9 | PR 6 | PR 6 | |||||||
| NYM | IV 1 | PR 6 | PR 5 | PR 8 | PR 7 | PR 5 | ||||||
| NYY | CC 40 | PR 3 | PR 13 | PR 6 | PR 2 | PR 4 | ||||||
| PHI | PR 4 | PR 7 | PR 5 | PR 2 | PR 2 | |||||||
| PIT | PR 6 | PR 4 | PR 4 | PR 8 | PR 6 | |||||||
| SD | CC 43 | PR 6 | PR 11 | PR 8 | PR 3 | PR 3 | ||||||
| SF | PR 7 | PR 5 | PR 4 | PR 6 | PR 2 | |||||||
| SEA | IV 1 | PR 6 | PR 4 | PR 4 | PR 11 | PR 3 | ||||||
| STL | PR 7 | PR 5 | PR 6 | PR 3 | PR 5 | |||||||
| TB | CC 41 | PR 6 | PR 6 | PR 6 | PR 7 | PR 4 | ||||||
| TEX | PR 5 | PR 5 | PR 2 | PR 3 | PR 5 | |||||||
| TOR | PR 5 | PR 6 | PR 7 | PR 2 | PR 4 | |||||||
| WSH | PR 6 | PR 5 | PR 6 | PR 6 | PR 6 |
International coverage by signing period and organization
| Organization | 2014-15 | 2015-16 | 2016-17 | 2017-18 | 2018-19 | 2019-20 | 2020-21 | 2022 international signing period (officially styled '2021-22') | 2023 international signing period (also styled '2022-23') | 2024 international signing period (MLB.com URL slug uses '2023-24') | 2025 | 2026 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ARI | ||||||||||||
| ATH | ||||||||||||
| ATL | PR 31 | |||||||||||
| BAL | PR 5 | |||||||||||
| BOS | ||||||||||||
| CHC | ||||||||||||
| CWS | ||||||||||||
| CIN | ||||||||||||
| CLE | ||||||||||||
| COL | ||||||||||||
| DET | ||||||||||||
| HOU | PR 37 | |||||||||||
| KC | ||||||||||||
| LAA | ||||||||||||
| LAD | IV 1 | PR 8 | PR 46 | PR 50 | ||||||||
| MIA | ||||||||||||
| MIL | ||||||||||||
| MIN | ||||||||||||
| NYM | ||||||||||||
| NYY | PR 37 | |||||||||||
| PHI | ||||||||||||
| PIT | ||||||||||||
| SD | PR 46 | |||||||||||
| SF | ||||||||||||
| SEA | ||||||||||||
| STL | ||||||||||||
| TB | PR 36 | |||||||||||
| TEX | ||||||||||||
| TOR | ||||||||||||
| WSH |
Cells with records
| Channel | Scope | Organization | Coverage | Tracked | Expected | Audited outcomes | Known cost | Last research | Class certified | Coverage supports rates |
|---|---|---|---|---|---|---|---|---|---|---|
| INTERNATIONAL | 2014-15 international signing period | Los Angeles Dodgers | Individually verified | 1 | Unknown | 0 | 0% (0/1) | 2026-10-19 | No | No |
| INTERNATIONAL | 2015-16 international signing period | Los Angeles Dodgers | Partial reconstruction | 8 | Unknown | 0 | 88% (7/8) | 2026-10-19 | No | No |
| INTERNATIONAL | 2016-17 international signing period | Atlanta Braves | Partial reconstruction | 31 | Unknown | 0 | 0% (0/31) | 2026-10-21 | No | No |
| INTERNATIONAL | 2016-17 international signing period | Baltimore Orioles | Partial reconstruction | 5 | Unknown | 0 | 0% (0/5) | 2026-10-21 | No | No |
| INTERNATIONAL | 2016-17 international signing period | Houston Astros | Partial reconstruction | 37 | Unknown | 0 | 0% (0/37) | 2026-10-21 | No | No |
| INTERNATIONAL | 2016-17 international signing period | Los Angeles Dodgers | Partial reconstruction | 46 | Unknown | 0 | 2% (1/46) | 2026-10-20 | No | No |
| INTERNATIONAL | 2016-17 international signing period | New York Yankees | Partial reconstruction | 37 | Unknown | 0 | 0% (0/37) | 2026-10-21 | No | No |
| INTERNATIONAL | 2016-17 international signing period | San Diego Padres | Partial reconstruction | 46 | Unknown | 0 | 0% (0/46) | 2026-10-21 | No | No |
| INTERNATIONAL | 2016-17 international signing period | Tampa Bay Rays | Partial reconstruction | 36 | Unknown | 0 | 0% (0/36) | 2026-10-21 | No | No |
| INTERNATIONAL | 2017-18 international signing period | Los Angeles Dodgers | Partial reconstruction | 50 | Unknown | 0 | 6% (3/50) | 2026-10-20 | No | No |
| DRAFT | 2015 | Los Angeles Dodgers | Partial reconstruction | 42 | 42 | 0 | 50% (18/36) | 2026-10-19 | No | No |
| DRAFT | 2016 | Atlanta Braves | Complete census | 42 | 42 | 0 | 82% (28/34) | 2026-10-21 | No | Yes, once certified |
| DRAFT | 2016 | Baltimore Orioles | Complete census | 41 | 41 | 0 | 74% (25/34) | 2026-10-21 | No | Yes, once certified |
| DRAFT | 2016 | Detroit Tigers | Individually verified | 1 | Unknown | 0 | 0% (0/1) | 2026-10-19 | No | No |
| DRAFT | 2016 | Houston Astros | Complete census | 40 | 40 | 0 | 58% (18/31) | 2026-10-21 | No | Yes, once certified |
| DRAFT | 2016 | Los Angeles Dodgers | Complete census | 42 | 42 | 42 | 82% (27/33) | 2026-10-20 | No | Yes, once certified |
| DRAFT | 2016 | New York Yankees | Complete census | 40 | 40 | 0 | 71% (20/28) | 2026-10-21 | No | Yes, once certified |
| DRAFT | 2016 | San Diego Padres | Complete census | 43 | 43 | 0 | 81% (26/32) | 2026-10-21 | No | Yes, once certified |
| DRAFT | 2016 | Seattle Mariners | Individually verified | 1 | Unknown | 0 | 0% (0/1) | 2026-10-19 | No | No |
| DRAFT | 2016 | Tampa Bay Rays | Complete census | 41 | 41 | 0 | 60% (18/30) | 2026-10-21 | No | Yes, once certified |
| DRAFT | 2017 | Los Angeles Dodgers | Complete census | 40 | 40 | 40 | 39% (13/33) | 2026-10-20 | No | Yes, once certified |
| DRAFT | 2018 | Chicago White Sox | Individually verified | 1 | Unknown | 0 | 0% (0/1) | 2026-10-19 | No | No |
| DRAFT | 2018 | Los Angeles Dodgers | Complete census | 40 | 40 | 40 | 100% (32/32) | 2026-10-20 | No | Yes, once certified |
| DRAFT | 2019 | Los Angeles Dodgers | Complete census | 41 | 41 | 41 | 100% (31/31) | 2026-10-20 | No | Yes, once certified |
| DRAFT | 2019 | New York Mets | Individually verified | 1 | Unknown | 0 | 100% (1/1) | 2026-10-19 | No | No |
| DRAFT | 2020 | Arizona Diamondbacks | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | Athletics | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | Atlanta Braves | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | Baltimore Orioles | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | Boston Red Sox | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | Chicago Cubs | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | Chicago White Sox | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | Cincinnati Reds | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | Cleveland Guardians | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | Colorado Rockies | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | Detroit Tigers | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | Houston Astros | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | Kansas City Royals | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | Los Angeles Angels | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | Los Angeles Dodgers | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | Miami Marlins | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | Milwaukee Brewers | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | Minnesota Twins | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | New York Mets | Partial reconstruction | 6 | Unknown | 1 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | New York Yankees | Partial reconstruction | 3 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | Philadelphia Phillies | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | Pittsburgh Pirates | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | San Diego Padres | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | San Francisco Giants | Partial reconstruction | 7 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | Seattle Mariners | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | St. Louis Cardinals | Partial reconstruction | 7 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | Tampa Bay Rays | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | Texas Rangers | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | Toronto Blue Jays | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2020 | Washington Nationals | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-22 | No | No |
| DRAFT | 2021 | Arizona Diamondbacks | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | Athletics | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | Atlanta Braves | Partial reconstruction | 9 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | Baltimore Orioles | Partial reconstruction | 9 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | Boston Red Sox | Partial reconstruction | 7 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | Chicago Cubs | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | Chicago White Sox | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | Cincinnati Reds | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | Cleveland Guardians | Partial reconstruction | 8 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | Colorado Rockies | Partial reconstruction | 7 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | Detroit Tigers | Partial reconstruction | 9 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | Houston Astros | Partial reconstruction | 7 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | Kansas City Royals | Partial reconstruction | 7 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | Los Angeles Angels | Partial reconstruction | 9 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | Los Angeles Dodgers | Partial reconstruction | 7 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | Miami Marlins | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | Milwaukee Brewers | Partial reconstruction | 9 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | Minnesota Twins | Partial reconstruction | 12 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | New York Mets | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | New York Yankees | Partial reconstruction | 13 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | Philadelphia Phillies | Partial reconstruction | 7 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | Pittsburgh Pirates | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | San Diego Padres | Partial reconstruction | 11 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | San Francisco Giants | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | Seattle Mariners | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | St. Louis Cardinals | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | Tampa Bay Rays | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | Texas Rangers | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | Toronto Blue Jays | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2021 | Washington Nationals | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-23 | No | No |
| DRAFT | 2022 | Arizona Diamondbacks | Partial reconstruction | 7 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | Athletics | Partial reconstruction | 7 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | Atlanta Braves | Partial reconstruction | 7 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | Baltimore Orioles | Partial reconstruction | 7 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | Boston Red Sox | Partial reconstruction | 7 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | Chicago Cubs | Partial reconstruction | 2 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | Chicago White Sox | Partial reconstruction | 8 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | Cincinnati Reds | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | Cleveland Guardians | Partial reconstruction | 3 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | Colorado Rockies | Partial reconstruction | 9 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | Detroit Tigers | Partial reconstruction | 3 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | Houston Astros | Partial reconstruction | 9 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | Kansas City Royals | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | Los Angeles Angels | Partial reconstruction | 7 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | Los Angeles Dodgers | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | Miami Marlins | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | Milwaukee Brewers | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | Minnesota Twins | Partial reconstruction | 9 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | New York Mets | Partial reconstruction | 8 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | New York Yankees | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | Philadelphia Phillies | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | Pittsburgh Pirates | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | San Diego Padres | Partial reconstruction | 8 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | San Francisco Giants | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | Seattle Mariners | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | St. Louis Cardinals | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | Tampa Bay Rays | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | Texas Rangers | Partial reconstruction | 2 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | Toronto Blue Jays | Partial reconstruction | 7 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2022 | Washington Nationals | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Arizona Diamondbacks | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Athletics | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Atlanta Braves | Partial reconstruction | 9 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Baltimore Orioles | Partial reconstruction | 8 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Boston Red Sox | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Chicago Cubs | Partial reconstruction | 7 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Chicago White Sox | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Cincinnati Reds | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Cleveland Guardians | Partial reconstruction | 7 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Colorado Rockies | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Detroit Tigers | Partial reconstruction | 7 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Houston Astros | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Kansas City Royals | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Los Angeles Angels | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Los Angeles Dodgers | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Miami Marlins | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Milwaukee Brewers | Partial reconstruction | 7 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Minnesota Twins | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | New York Mets | Partial reconstruction | 7 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | New York Yankees | Partial reconstruction | 2 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Philadelphia Phillies | Partial reconstruction | 2 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Pittsburgh Pirates | Partial reconstruction | 8 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | San Diego Padres | Partial reconstruction | 3 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | San Francisco Giants | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Seattle Mariners | Partial reconstruction | 11 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | St. Louis Cardinals | Partial reconstruction | 3 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Tampa Bay Rays | Partial reconstruction | 7 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Texas Rangers | Partial reconstruction | 3 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Toronto Blue Jays | Partial reconstruction | 2 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2023 | Washington Nationals | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-24 | No | No |
| DRAFT | 2024 | Arizona Diamondbacks | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | Athletics | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | Atlanta Braves | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | Baltimore Orioles | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | Boston Red Sox | Partial reconstruction | 3 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | Chicago Cubs | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | Chicago White Sox | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | Cincinnati Reds | Partial reconstruction | 2 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | Cleveland Guardians | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | Colorado Rockies | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | Detroit Tigers | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | Houston Astros | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | Kansas City Royals | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | Los Angeles Angels | Partial reconstruction | 8 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | Los Angeles Dodgers | Partial reconstruction | 2 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | Miami Marlins | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | Milwaukee Brewers | Partial reconstruction | 7 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | Minnesota Twins | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | New York Mets | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | New York Yankees | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | Philadelphia Phillies | Partial reconstruction | 2 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | Pittsburgh Pirates | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | San Diego Padres | Partial reconstruction | 3 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | San Francisco Giants | Partial reconstruction | 2 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | Seattle Mariners | Partial reconstruction | 3 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | St. Louis Cardinals | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | Tampa Bay Rays | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | Texas Rangers | Partial reconstruction | 5 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | Toronto Blue Jays | Partial reconstruction | 4 | Unknown | 0 | — | 2026-10-25 | No | No |
| DRAFT | 2024 | Washington Nationals | Partial reconstruction | 6 | Unknown | 0 | — | 2026-10-25 | No | No |
Research queues
Open work by type. Priorities are a fixed, documented ordering (1 blocks correct canonical data, 5 is enrichment), not a model score. Item lists are internal.
| Priority | Queue | What it holds | Open |
|---|---|---|---|
| 1 | IDENTITY_AMBIGUOUS | Staged record whose player could not be linked safely (probable, ambiguous or conflicting identity) | 0 |
| 1 | SOURCE_CONFLICT | Active observations disagree on a field and no recorded resolution covers them | 12 |
| 2 | CLASS_INCOMPLETE | Draft class or signing period scope with records that is not a complete census | 165 |
| 2 | DRAFT_SIGNING_STATUS_UNKNOWN | Draft selection with no signing research | 835 |
| 2 | MISSING_SIGNING_DATE | International signing without a day-precision date | 0 |
| 3 | MISSING_COST | Signed acquisition with no known bonus | 387 |
| 3 | MISSING_SIGNING_MARKET | International signing without a market | 288 |
| 3 | SCHOOL_UNRESOLVED | Draft selection without a linked school / program | 483 |
| 4 | OUTCOME_NOT_AUDITED | Acquired player whose outcome has not been audited | 1420 |
| 5 | MISSING_EXPECTATION | Acquisition with no acquisition-time expectation linked | 1588 |
Public data only
Every researched fact cites a publicly accessible source.
Missing is not zero
Unknown bonuses, fees and WAR stay unknown; totals sum only known components.
Unaudited is not failed
Only audited outcomes enter reach-rate denominators.
Tracked is not the complete population
Rates require complete-census or substantially-complete coverage.
No hindsight
Acquisition-time expectations use only evidence published before the acquisition.
Conflicts are kept
Disagreeing sources are all recorded; a canonical value records which evidence and which rule or researcher chose it.
No unsupported claims
BAI publishes no causal or predictive claims the evidence cannot support.
Coverage states
| State | Meaning | Population rates |
|---|---|---|
| Complete census | Every member of a defined, known-size population is tracked. | Supported |
| Substantially complete | Known population size; nearly all tracked, gaps listed. | Supported |
| Partial reconstruction | A reconstructed subset; the population size may be unknown. | Not supported |
| Ranked sample | Players who appeared on a published ranking — selected, not representative. | Not supported |
| Individually verified | An ad hoc set of individually verified records. | Not supported |
| Unknown | Coverage has not been assessed. | Not supported |
Outcome audit states
| State | Label |
|---|---|
| NOT_AUDITED | Not audited |
| AUDITED_REACHED_MLB | Audited: reached MLB |
| AUDITED_NO_MLB | Audited: no MLB |
| ACTIVE_TOO_RECENT | Active / too recent |
| OUT_OF_SCOPE | Out of scope |
| UNKNOWN | Unknown |