Who is 6-4-3 Charts?

6-4-3 Charts is the best-in-class amateur data visualization and video platform for baseball and softball programs & organizations.
At 6-4-3 Charts, our mission is to provide coaches with a seamless experience to interact with, visualize, and report on data so they can enhance the scouting and player development process.
Besides our robust, user-friendly platform, we set ourselves apart from our competition by providing more comprehensive and more accurate data faster than anyone in the industry.
A Brief History of 6-4-3 Charts


6-4-3 CHARTS: THE DATA DIFFERENCE
Play-by-Play Data
Updated daily for D1 teams and twice per week for D2, D3, & NAIA teams. We have D1 data from 2017-2023+, D2 & D3 data from 2018-2023+, and NAIA data from 2022-2023+.
Data Optimization Process
6-4-3's data optimization process references all available resources of a given game against one another to ensure the most detailed data for each game.
Play-by-Play Data Collection
Play-by-play data is collected from team, conference, & NCAA/NAIA sites, resulting in multiple records for each game. Play-by-play narratives are parsed and stored in an intuitively keyed database.
6-4-3 CHARTS: DATA QUALITY ASSURANCE
The 6-4-3 Player ID System allows for efficient transfer tracking and accurate career metrics.
All players are assigned to batter/pitcher/baserunner unique player IDs.
Player ID mapping between 6-4-3 Charts, Synergy, TrackMan, Prep Baseball Report, and Nextiles.
Ability to track suspended games from secondary sources.
Ability to track suspended games from secondary sources.
Data is compared to corresponding Synergy and/or TrackMan data to supplement missing info, such as pitch types and more granular ball-in-play locations.

Trackman and Synergy Data Mapping
Connecting The Top NCAA Baseball/Softball Data Sources
- Team/Player/Game/Event Mapping – All ID relationships are made available via 6-4-3 API, whether 1:1 or 1:n, depending on the relevant data system.
- All records are accompanied by modification timestamps for seamless system synchronization.
- Synergy partnership includes two-way data sharing for accuracy and additional quality assurance.
- TrackMan data supplied via client-registered FTP
A Proven and Established Mapping Process
- Data Mapped Daily
- Game ID Mapping Between 3 Sources
- 6-4-3 Charts
- Synergy
- Trackman
- Pitch-Level Mapping Now Explicitly Warehoused
- Synergy Event ID, TrackMan PitchUID, 6-4-3 Game+Play IDs
- Users can return all pitch mappings by a given player, game, or more specific query
- Last modified timestamps for consistent system synchronization
- Efficient troubleshooting procedures to resolve data discrepancies – fully managed by 6-4-3 staff
Trackman & Synergy Data Mapping Example
6-4-3 Charts & Synergy Data Mapping Example
6-4-3 CHARTS: STREAMLINED DATA PIPELINE
Relevant API Controllers
Efficient Filtering
- Seasons
- Divisions
- Conferences
- Teams
- Games
- Players
- Data Mapping
Returned Aggregated & Granular Data
- Statistics
- Sprays
- Data
Expert Data Implementation. Dedicated Customer Support.
- Establish Custom, Private, & Anonymized API Endpoints
- Efficient data workflow through optimized API calls
- All endpoints include “last modified” timestamp fields for efficient retrieval
- Fulfill any level of an organization’s desired data aggregation or granularity
- Formatting to support your current or desired internal amateur data framework
- Trial API tokens available upon request
- Daily Database Updates for D1 Baseball
- Daily Customer Support Available to Quickly Troubleshoot & Resolve Data Issues
Examples of Data Delivery For Current Partners

- Delivered a customized version of the solution outlined in this deck.
- Collaborated with staff to create an optimal solution for the organization’s desired framework.
- Discussed final data delivery with all departments:
- Amateur Scouting
- Data Architecture
- Baseball Systems
- Analytics Staff

2022 Season
- 6-4-3 Charts scheduled data powered D1Baseball.com’s live scoreboards.
- 6-4-3 Charts staff managed data quality assurance and integrity throughout the season.
2023 Season
- Worked with D1Baseball’s development team to conduct complete data migration from another provider.
- 6-4-3 data now powers all player, team, schedule, scoreboard, and leaderboard pages.
- Implemented the addition of split types and advanced analytics to D1Baseball subscribers for the first time.
- Game information data that now powers D1Baseball is available in custom API endpoints for MLB.

- On-site data, analysis, and media support for the MLB Draft and Combine.
- In conjunction with MLB Network and ESPN broadcasts for the Draft.
- Social media coverage and cross-promotion with the league for both the Draft and Combine.
- Pre-draft and post coverage including:
- Top Prospects
- Player Cards
- Player Comparisons
- Draft Class Stats

- Data and analytics partner for the 2022 & 2023 seasons.
- Delivered custom API endpoints to meet specific data delivery needs.
- Enabled data-powered front-end visualizations.
- Comprehensive support for on-air talent, stats, research, post-game, and social media teams.
- Staff used 6-4-3’s front-end tools to track pitches and utilize aggregated data on air.
- Currently developing a media-focused front-end platform for ESPN staff.