What data and tools should I use for esports betting analysis?
Data-driven analysis is key to profitable esports betting: CS2 data sources: HLTV.org — the definitive CS2 statistics site. Player ratings, team rankings, match history, map statistics. Liquipedia — tournament brackets, rosters, and results. Scope.gg — advanced CS2 analytics. Dota 2 data sources: Dotabuff — hero statistics, player profiles, match analysis. OpenDota — open-source Dota 2 data. Liquipedia — tournament info and team rosters. LoL data sources: Oracle Elixir — professional LoL statistics. Gol.gg — team and player statistics. Leaguepedia — tournament and roster information. Valorant data sources: VLR.gg — the primary Valorant statistics site. Liquipedia — tournament brackets. General tools: Odds comparison sites — compare odds across multiple platforms. Spreadsheet tracking — Google Sheets or Excel for bet tracking. Discord communities — join esports betting communities for insights. Tips: 1) Spend 30-60 minutes researching before each bet. 2) Build your own statistical models over time. 3) Focus on metrics that correlate with winning. 4) Track your own betting data religiously.
