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Betting research, measured

Data window: 29 Jun – 2 Aug 2026 (4.27M odds observations) · Papers published Aug 2026 · Page reviewed Aug 2026

Original studies and open data on the price and behaviour of betting markets. Everything here is free to quote, chart and build on under CC BY 4.0 with attribution.

Most of what circulates about sports betting is opinion. These pages are measurements: millions of recorded odds turned into open, verifiable numbers — how much the bookmaker charges, how honest the odds are, and how prices move. Journalists and researchers use them; you're welcome to as well.

The studies

4.78%

The Bookmaker Margin Study

The price of a bet, measured across 205,491 markets and 52 bookmakers — including the first public measurement of player-prop margins (7.93%).

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20.8%

The 5% price and the 10% hold

Why sportsbooks keep twice the quoted margin: parlays compound leg margins — a 5-leg multi of ordinary legs has a built-in 20.8% hold. Home of the quarterly Bet Better Margin Index.

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47.4%

NFL home field advantage 2026

97 games, weeks 1 to 7: home teams were priced to win 54.6% of the time and won 47.4%, only 42.1% in October. Every week and the nine big upsets.

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57.1%

NHL home ice advantage 2026-27

133 games from opening night: home teams were priced to win 52.2% of the time and won 57.1%. Home favourites won 66 in 100.

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110 of 117

College football 2026: big favourites keep winning

363 games: teams priced at 80% or more won 110 of 117, more than their odds said. Home teams won 61.7% against a 58.3% price.

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42.5%

NBA back-to-backs: tired legs lose games

5,897 games over five seasons: teams on the second night of a back-to-back won 42.5% against a rested side. The odds expected 43.6%.

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42.6%

MLB 2026: baseball loves the underdog

2,163 games: the underdog won 42.6% of the time. No team was priced higher than 78.4% all season.

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19 of 256

ATP tennis: five sets favour the favourite

1,722 matches: men priced at 80% or more at the Grand Slams lost 19 of 256, when the odds allowed for about 31.

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70.5%

WTA tennis: the odds got it right

1,777 matches: favourites were priced to win 69.6% and won 70.5%. Big Grand Slam favourites lost 26 of 236.

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70.1%

UFC: the favourite usually wins

1,496 fights since 2023: favourites won 70.1% against a 67.0% price. Fighters priced 70-80% won 80.5%.

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126-126

NRL: slight favourites are a coin flip

921 games since mid-2022: favourites priced 50-60% won 126 and lost 126. Home underdogs won 37.9% against a 34.3% price.

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52 of 53

AFL 2026: big favourites almost never lose

212 games: teams priced at 80% or more won 52 of 53. Home teams won 58.5% against a 54.8% price.

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+7.4

WNBA 2026: which teams beat their odds?

353 games: the Washington Mystics won 29 when the odds added up to 21.6. Every team against its price.

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31.9%

MLS loves a draw

430 matches: 58 of 182 MLS games ended level when the odds priced a draw at 23.6%. Europe's top five leagues for comparison.

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66.1%

College basketball: home court is underrated

949 games in 2024-25: home teams won 66.1% against a 62.2% price. Big favourites won 241 of 255.

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58.8%

Cricket: one-day favourites slip up

424 matches: ODI favourites won 58.8% against a 65.0% price; T20 favourites won 70.1%. Toss winners won 55.9%.

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54.3%

IPL, PSL, BPL: chase it, mostly

1,018 T20 games, 2019 to 2026: the side batting second won 54.3%, three in four toss winners fielded, and IPL first innings rose from 168 to 196.

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40.3

NFL weather: wind takes points, cold mostly doesn't

997 open-air games: 40.3 points at 15 mph of wind or more, 44.7 in calmer air. The closing total fell about 1. Cold alone did almost nothing.

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75-150

NFL injuries: losing the QB costs about 3 points

226 games without the starting quarterback, 2021 to 2024: 75 wins, 150 losses. The margin fell about 3 points and the closing spread moved about 3.

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+0.5

NBA defense vs position: worth about half a point

100,476 player games, 2018-19 to 2024-25: guards score about half a point more against the five easiest defenses. For guards, the rank takes over 100 games to settle.

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±2 pts

Do betting odds tell the truth?

18,238 settled markets: vig-free odds are calibrated within ~2 points everywhere — with a small tilt: longshots come in slightly more often than priced.

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Daily

The Bet Better Margin Index

What a bet actually costs, measured every day across head-to-head, handicap, totals and player-prop markets. Open CSV, CC BY 4.0.

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2.76 pts

How much do betting lines actually move?

11.7 million snapshots: UFC lines move 2.76 points, MLB 0.60 — and price discovery happens 1–7 days out, not in the final hours.

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$31.5B

Australian gambling statistics

What Australians actually lose, per adult and per state — the official QGSO numbers, explained plainly.

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2.1%

The Line Shopping Report

How much taking the best available price is worth — measured across books, the one improvement every bettor controls.

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−10.7 pts

What rain really does to AFL football

630 wet games, 2008–2023: rain takes 10.7 points off a game and compresses margins by 4.4 — and the modern game has halved the rain penalty.

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Open datasets

The data behind the studies, published as citable, DOI-registered datasets. No odds, prices or bookmaker identities are redistributed — aggregates only.

DatasetWhat's in itDOI
Bookmaker Margin PanelDaily measured margins: day × league × region × market type, plus player props 10.5281/zenodo.21755380
Market Calibration Dataset36,476 de-vigged probabilities vs real outcomes, five sports 10.5281/zenodo.21764674
Line Movement DatasetOpen-to-close movement and distance-to-close by sport, market and time bucket 10.5281/zenodo.21765675
AFL Player Match Statistics 2000–2023206,722 player-games × 81 columns 10.5281/zenodo.21612783

Working papers

Journal-format versions of the research, each with a citable DOI on Zenodo:

Working paperWhat it measuresDOI
The Price of a Bet (PDF) Measured margins across 52 bookmakers, 22 leagues and player props 10.5281/zenodo.21818712
Well Calibrated, Unevenly Priced (PDF) Market calibration and where the margin actually sits 10.5281/zenodo.21818845
The Price of Complexity (PDF) Parlay compounding and the quoted-margin/realized-hold gap 10.5281/zenodo.21818892

Also from the same programme: the free model API · our methodology.

See it on today's games

We run the same price checks on every game we cover. Today's picks, with the chance in plain words and the price, are here: NFL picks · NBA picks · MLB picks · NHL picks · college football picks · AFL tips · NRL tips · Premier League picks · tennis picks · NBA player props · today's top picks across every sport.

Using this research

Cite any page or dataset with attribution to Bet Better and a link. If you're a journalist or researcher and need a custom cut of the data, email press@betbetter.world — turnaround is usually same-day.

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