Module 01: Opening Intelligence

Opening Performance Database.

Statistical analysis of 20 million rated games from Lichess (2024). Processed by Chess Multiverse Lab v1.1 (Stable). 15,013 Openings analyzed.

Visual Analysis

Raw Research Data

Refine Analysis

Saved Only

Loading database...

About the Database

This database maps high-fidelity performance metrics across thousands of chess openings. Utilizing data from over 20 million standard-rated Lichess games played in 2024, the dataset strips out engine noise and focuses strictly on human vs. human performance across diverse ELO brackets.

0

Openings Mapped

0

Games Processed

2024

Data Vintage

License & Citation

Please cite the specific dataset DOI when using our data in your academic or statistical research.

Open Source CC BY-SA 4.0

Varshney, S. (2026). Chess Multiverse Opening Intelligence Database (20M Lichess subset). Chess Multiverse.

About the Creator

Maintained by Sparsh Varshney. Bridging medical research methodologies with open-source data science to build robust tools for the chess community.

0 Selected for comparison