Who is 6-4-3 Charts?

6-4-3 Charts is the best-in-class data visualization platform for NCAA baseball and softball programs.
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
PHASE 1
6-4-3 Charts: Advanced Scouting & Analytics
- Founded in June 2017
- Served 75 D1 Baseball Programs in 2018 with Static PDF Reports
- Added D2, D3 Baseball & D1 Softball Offerings in 2019, Serving 300+ Programs
- Added D2 & D3 Softball in 2020, Serving 500+ Programs
- Served 500+ NCAA programs again in 2021
- Served 550+ NCAA programs in 2022
PHASE 2
6-4-3 Charts: Diamond Sports Data & Video Solutions
- Rebranded in Summer 2021 to emphasize expanded services to include a fully comprehensive suite of data and reporting & visualization tools.
- Established partnerships with multiple video capture, storage, and analysis companies.
- Developed 643 REST API to facilitate scalable, performant and customizable solutions for data integration pipelines and ID mapping between various data sources.
- Expanded focus from scouting to include data-driven player development tools.
6-4-3 CHARTS: THE DATA DIFFERENCE
NCAA Play-by-Play Data
Updated daily for D1 teams and twice per week for D2 & D3 teams. We have D1 Baseball data from 2017-2022+ and D2 & D3 Baseball data from 2018-2022+.
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 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, and Trackman.
Ability to track suspended games from secondary sources.
Verification measures to catch play details that don't follow an intuitive progression.
Data is compared to corresponding Synergy and/or Trackman data to supplement missing info.

Trackman and Synergy Data Mapping
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 (as available), 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 Engineering
- Analytics

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.