The Omenizer dataset

Omenizer's product is built on a continuously recorded archive of sports-market observations. This page describes what is observed, what is stored, what is published — and how to cite it.

What we observe

  • Prices from hundreds of bookmakers and exchanges (800+ tracked bookmaker identities), streamed in real time and snapshotted through the day.
  • Dozens of leagues across soccer, basketball, baseball, tennis, hockey, American football and more — moneylines, spreads and handicaps, totals, and player props.
  • Sharp reference prices and multi-source consensus for fair-value estimation.
  • In-play price series for selected high-interest matches, at one-minute resolution.

What we store per market

  • Every observed price with its observation timestamp and the time the book last changed it.
  • The fair-probability estimate, its source tier and de-vig method.
  • Observed expected value at detection and as it evolves.
  • The closing price, realized closing-line value, and how long the edge stayed available.
  • The settled result — recorded against the signal whether it won or lost.
  • Data-quality flags; flagged records are excluded from published numbers.

What we publish

Public surfaces are drawn from this archive: Edge Stories (per-match market records with charts, settled with results and CLV), bookmaker margin rankings (measured, refreshed daily), free tools whose benchmarks come from settled Omenizer signals, and published research. The live, ranked, real-time board is a member surface. Selected datasets and chart embeds are available on request for editorial use.

Data principles

  • No guessed identity: teams, leagues and bookmakers match through curated mappings, never string similarity.
  • Fail closed: unmatchable or suspect records are excluded, not approximated.
  • Receipts over claims: published numbers trace to timestamped observations and settled outcomes.

Citing Omenizer data

Preferred forms: "According to Omenizer data…", "Omenizer's closing-line analysis shows…", "Using Omenizer's fair-price estimate…" — with a link to the specific page or chart used. For datasets, embeds or methodology questions, contact us; boilerplate and logos are on the press page.