Esports Betting Predictions: A Data Guide
How to build esports betting predictions from real data: map-level hit rates, kill lines and price shopping, with real CS2, LoL and Valorant examples. 21+.
EFL Championship Prop Picks
J. Bellegardefouls won OVER 1.5 · vs POR100% L4
José Pedro Malheiro de Sásaves OVER 1.5 · vs POR89% L9
Abu Kamarafouls OVER 0.5 · @ WOL80% L10
Champions League Prop Picks
Ayase Uedafouls won OVER 1.5 · vs GAL100% L4
Andriy Luninsaves OVER 2.5 · vs RBL100% L4
Thibaut Courtoissaves OVER 2.5 · vs RBL100% L10
CS2 Prop Picks
CacaNitomap1 kills OVER 15.5 · vs Iberian Soul80% L10
cadnyxmap1 kills OVER 13.5 · @ GenOne80% L10
m1N1map1 kills OVER 15.5 · vs Iberian Soul80% L10
Valorant Prop Picks
Wolves Esports vs ATVCT Threshold China 202612:00 AM ET
AQ vs World Sports Invictus GamingVCT Threshold China 20262:00 AM ET
UR vs ODGVCT Threshold China 20264:00 AM ETCollege Football Prop Picks
Jaylin Carterlongest reception OVER 7.5 · vs ECU100% L10
Jojo Stonerec yards OVER 24.5 · vs MTSU100% L10
Landan Brownlongest reception OVER 5.5 · vs NMSU100% L10How to build esports betting predictions from real data: map-level hit rates, kill lines and price shopping, with real CS2, LoL and Valorant examples. 21+.
A practical guide to reading NFL player stats for props: target share, red zone usage, snap counts and how to turn raw numbers into a real edge. 21+.
Which player props stats actually predict a hit? A data-first guide to hit rate, sample size, edge and line shopping, with real StatsBench numbers. 21+.
A data-first guide to MLB singles props: how the o/u 0.5 line is priced, which hitters fit it, and how to spot value. 21+, variance is real.
How to read the standard deviation of percentages like hit rate, why a 60% prop on 10 games proves little, and how to size the error bar around any rate.
Hit rate percentages look simple until you price them. Learn what a 60% prop hit rate is worth, when it beats the vig, and how to read it honestly.
A data-first guide to League of Legends player props today: map kills lines, role context, hit rates and real StatsBench numbers. 21+, variance is real.
Hit rate vs edge in player props: what each number really means, why a 60% hit rate can still be a bad bet, and how to read both together.
What a player prop research tool should actually do in 2026: hit rates, de-vig math, line shopping across ~60 books, and honest variance framing.
How to read NBA player stats pages for props: the five columns that matter, the traps in season averages, and a repeatable checklist. 21+.