Sports Betting Analytics Blog

Plain-English guides to the betting math and the market mechanics — how odds convert, how parlays are priced, how arbitrage is tested, and what each market actually settles on. Information, not picks.

NFL

How to Read NFL Odds

The three markets on every game, what −110 actually costs, and why both sides of a price add up to more than 100%.

Jul 2026 · 7 min read Read →
NFL

NFL Spreads Explained: Why 3 and 7 Are Key Numbers

The full final-margin distribution from six seasons of NFL results, and what it does to the half point either side of 3.

Jul 2026 · 8 min read Read →
Fundamentals

Moneyline vs Spread: The Difference, and What a Push Is

One asks who wins, the other asks by how much — plus the measured rate at which NFL spread bets actually push.

Jul 2026 · 7 min read Read →
NFL

NFL Win Totals and Futures Explained

How season win totals settle, how outright markets work, and a real Super Bowl price series pulled from our own futures archive.

Jul 2026 · 8 min read Read →
College football

College Football Betting Explained

The same markets as the NFL over a far more lopsided set of results — measured across six seasons of college games.

Jul 2026 · 8 min read Read →
Betting math

What Percentage of Parlays Win?

Exact win probability for 2 to 12 legs, the break-even rate each price demands, and what our NFL archive says about real legs.

Jul 2026 · 7 min read Read →
Data

How Often Do NFL Favorites Win and Cover?

Straight-up and against-the-spread rates by moneyline price band, 2020–2025, with the sample size stated for every band.

Jul 2026 · 7 min read Read →
Data

How Often Does the Over Hit?

MLB and NFL over rates season by season, with pushes counted in their own column and the reference total stated.

Jul 2026 · 7 min read Read →
Data

How Often Do Betting Lines Move Before Game Time?

Measured movement across three markets — and a plain account of what a daily snapshot archive can and cannot see.

Jul 2026 · 8 min read Read →
Betting math

How to Calculate Parlay Odds

The formula, the American-to-decimal conversions, and worked 2-leg and 3-leg examples with payout and profit.

Jul 2026 · 7 min read Read →
Reference

Parlay Odds Chart: 2 to 12 Legs

Combined decimal and American price, implied probability and $10 payout for every leg count at −110 and at even money.

Jul 2026 · 5 min read Read →
NHL

NHL Puck Line Explained: What +1.5 and −1.5 Mean

A fixed 1.5-goal spread: how each side settles, what overtime does to it, and how the price relates to the moneyline.

Jul 2026 · 6 min read Read →
Arbitrage

Can You Arbitrage Bet on One Sportsbook?

Usually no — one book prices both sides above 100%. The rare exceptions, and how arbitrage differs from a middle or a hedge.

Jul 2026 · 6 min read Read →
Arbitrage

How Often Do Arbitrage Opportunities Occur?

Irregularly, often briefly — and why any universal per-day number is unreliable. What actually controls the frequency.

Jul 2026 · 7 min read Read →
Fundamentals

Closing Line Value: The Only Metric That Matters

Why CLV is the ultimate measure of betting skill — and how to track it across every sport.

Mar 2026 · 10 min read Read →
Strategy

Sports Betting Arbitrage: Complete Guide

How to find and execute arb opportunities across sportsbooks — and why books limit winning accounts.

Mar 2026 · 12 min read Read →
NBA

NBA Line Movement: Reading Sharp Money

How NBA spreads move, why reverse line movement happens, and how to tell steam from noise.

Mar 2026 · 11 min read Read →
EPL

EPL Betting: How to Beat the Premier League Market

Asian handicaps, 3-way market mechanics, Pinnacle devigging, and what actually predicts EPL outcomes.

Mar 2026 · 8 min read Read →
UFC

UFC Moneylines, Value & Fighter Analysis

How UFC moneyline markets are priced — fighter metrics, how lines move before a card, and where underdog prices sit.

Mar 2026 · 7 min read Read →
NHL

NHL Puck Lines, Moneylines & Value

Goalie starts, PDO regression, back-to-back spots, and the advanced metrics that predict NHL outcomes.

Mar 2026 · 7 min read Read →
Research

We Analyzed 6,341 NBA Games. Here's What We Found

Our own data study of how favorites, home teams, and totals actually performed across six seasons of NBA lines.

Mar 2026 · 10 min read Read →