Mean Absolute Deviation for Prop Bettors
Mean absolute deviation shows how consistent a player really is. Learn to compare two props with the same average and pick the safer over. 21+.
Betting Strategy
Parlay Payout by Team Count: 3 to 6 Legs
How a 3, 4, 5 or 6 team parlay payout is really calculated, what the vig costs per leg, and how to check the math yourself. 21+, variance is real.
CS2 Player Props: A Data-First Betting Guide
CS2 player props explained: map 1 kills, maps 1-2 lines, headshots and how to research them with real hit-rate data. 21+, variance included.
Bench Stats in Betting: Reading Backup Roles
How to use bench stats to price backup player props: minutes, usage, blowout risk and real StatsBench hit-rate examples. 21+, long-run variance applies.
CS2 Stats That Actually Matter for Betting
Which CS2 stats actually help you bet map kills and headshots? A data-first guide to reading rating, ADR, KAST and map-1 prop lines. 21+.
Normal Distribution in Player Props
A normal distribution calculator can price some player props and badly misprice others. Here is when the bell curve works, with real StatsBench data.
Variance in Betting: Why Good Bets Lose
Variance in betting explained: how to tell a bad bet from a good bet that lost, plus the math behind swings in prop hit rates. 21+.
Z-Score in Betting: Reading Prop Charts
A z-score chart turns a prop line into a probability. Learn how to read it, where it breaks, and how to test props with real StatsBench data. 21+.
League of Legends Betting: A Data Guide
League of Legends betting explained: markets, map 1 kills props, hit rates, line shopping and how to find real edges. Research-first, 21+.
Esports Odds: How to Read and Beat Them
A data-first guide to esports odds: how CS2, LoL and Valorant lines are priced, where soft books leak edge, and how to research map kill props. 21+.