open datasets of esports match stats. Point researchers to APIs and CSV archives.
Open esports match stats sources
I curated a short reading list split into APIs and downloadable CSV or JSON archives, with an emphasis on esports match, team, player, and map-level data. Some entries may require registration or separate license checks, so verify access terms on the source page.
APIs and documented data portals
Best matches for open or openly documented esports APIs and official data portals, including GRID, Riot, Liquipedia, Valorant, and Dota 2 related sources.
grid.gg
Breaking down GRID’s unique esports DataJam event. ... In-game data refers to the real-time information genera...
The GRID Data Platform allows rights holders to effectively manage and distribute their game data through the ...
The VDP provides access to data not previously available as part of Riot’s continued commitment to growing the...
Riot Games provides a comprehensive developer platform for accessing game data across League of Legends, VALOR...
Liquipedia provides an official API portal at https://api.liquipedia.net. It exposes structured data for many ...
parse.bot
Access Valorant esports data from VLR.gg: matches, player stats, team rankings, agent pick ra...
LoL esports API for player earnings, org history, transfers, roster history, live matches, sc...
CSV and JSON archives, Kaggle datasets, and GitHub repos
Downloadable archives and repositories that appear useful for offline analysis, especially League of Legends, Counter-Strike 2, Valorant, and Dota 2 match data.
Advanced LoL esports stats, with team and player statistics and analytics from LCS, LEC, LCK, LPL, and the res...
kaggle.comSO THE DATA MAY NOT REPRESENT THE TEAM ON THE DATE THAT THE GAME WAS SCRAPED IN, USE WITH CAUTION, DO NOT USE ...
kaggle.comPrimary data source: VLR.gg – Valorant esports statistics and match data. This dataset is independently collec...
kaggle.comComprehensive Match Stats from 270,000+ League Matches
kaggle.comThe dataset includes matches, agents, and player data from VCT 2021–2026. This was obtained via data scraping ...
Final Project for DSC80 Fall 2025 at UCSD. Contribute to stvngo/LoL-Statistical-Analysis development by creati...
github.com
It's updated daily, and the matches from the corresponding calendar year have a separate .csv file. Defin...
github.com
The ESTA dataset is comprised of the "Online" (data/online/) and the "LAN" (data/l...
Open source Dota 2 replay parsing and statistics. Contribute to mbax/yasp development by creating an account o...
Get League of Legends's CSV Data from match-history（LJLの試合結果をCSVへ抽出します） - potof/lol-stats
This Project was making a public dataset for professional dota leagues and matches. I included events from thi...
github.com
OpenDota - Continuous database of Dota 2 matches. Overwatch Game Records - Stats of one player from thousands ...
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