Data

The data behind the studies.

What Vultax records, what every study publishes with its figures, and what is available by agreement. Each number below is one a published study states, and links to it.

What is recorded

Polymarket

Every market, its order book, its trades and its holders, read through the venue's public interfaces on a schedule each study states.

Crypto venues

Order books, trades and tickers on 24 venues, with the feed's own latency and coverage measured and published.

Traders

Wallets with their positions, trades and realised results, under a stated observation contract, never merged with live figures.

The record

What regulators, courts and the venues themselves said, kept with its date, and forecasts frozen before the event.

How each source is read, how often, and what a figure cannot show is in the methodology.

What every study publishes

  • Each table and chart as CSV and JSON, with units, window, population and sources. Add /data.json to a study address for all of its datasets.
  • Each chart as an SVG with its title, window and source line drawn in, for a page or a newsletter.
  • The full text as Markdown: add .md to the study address.
  • A press note per study with the headline figure, a quotable summary, the supporting figures and the citation line, and all of them together in /press.json.
  • An MCP endpoint that needs no key, for assistants: search the research, read a study, retrieve a dataset.
  • An Atom feed of every published study and guide.

Formats and the MCP tools are on the research access page; the Python examples read a market, a book and a fee in three public requests.

Licence and citation

Data Vultax collects itself from public sources is published under Creative Commons Attribution 4.0, with its method note. Use it, with a link to the study.

Data held under licence from a venue or a provider is shown within that licence and is not redistributed. The page says so where it applies.

Vultax Research, <study title>, <revision date>, <study URL>

Next Fed meeting prices, as an embed

One frame for a newsletter or a newsroom page. It selects the next meeting, shows its source time, refreshes every five minutes and withholds stale prices. It loads no script and sets no cookie.

<iframe src="https://vultax.com/embed/fed"
  title="Next Fed meeting prices — source-timed, by Vultax"
  width="100%" height="325"
  style="border:0;max-width:420px"
  loading="lazy"></iframe>

Preview at https://vultax.com/embed/fed.

By agreement

Measurement to order for newsrooms, researchers, institutions and venues. Tell us the question and the date it is needed. If paid work becomes a public study, the page says who paid.

A recurring measurement
The same test on a schedule, on the markets you name, with the method published and the result delivered before or with publication.
A custom cut
What we observe, cut to your question, with provenance on every row. Licensed data stays within its licence.
A method review
Your definitions and figures checked against public records and our observations.
A data licence
Terms with venues and data providers, with a published summary. A licence sets what we may show, never what we conclude.

How each reader works with the research is on work with us.

Studies and files

32 published studies. All of their machine formats are listed in /press.json.

StudyFiles
Polymarket 2026 midterm scorecard: 13,186 contracts frozen before the voteRevised 2026-10-17Press note, Markdown, Data
Polymarket efficiency: two tests, updated monthlyRevised 2026-10-16Press note, Markdown, Data
Best Polymarket Traders: 36 Wallets Took 44% of Gains; Winners Repeat 41–51% of the TimeRevised 2026-10-14Press note, Markdown, Data
Best Polymarket Tools and Whale Trackers in 2026: 22 Compared, 4 Publish Their LatencyRevised 2026-10-14Press note, Markdown, Data
Nobel Peace Prize 2026: Navi Pillay wins, and our frozen forecast is scoredRevised 2026-10-12Press note, Markdown, Data
Gate Polymarket Fees: The Extra $8 on a $1,000 TradeRevised 2026-10-09Press note, Markdown, Data
Kalshi–Polymarket Arbitrage: 32,638 Price Checks, and Where a Gap Survived FeesRevised 2026-10-09Press note, Markdown
We Tested Polymarket Prices Against 6,776 Resolved Markets. Here's Where They Bend.Revised 2026-10-09Press note, Markdown
Where unusual Polymarket wins concentrateRevised 2026-10-08Press note, Markdown, Data
Polymarket Insider Trading: The Charged Cases, and What a Screen CatchesRevised 2026-10-08Press note, Markdown, Data
Elon Musk Tweet Count on Polymarket: 101 Rounds Checked, the Favourite Wins 1 in 3Revised 2026-10-06Press note, Markdown, Data
Is Polymarket Just Sports Betting? 84.5% of Its Money on an NFL SundayRevised 2026-10-06Press note, Markdown, Data
Polymarket Sports and Esports: Esports Took 21.4% of the Money on the Thinnest BooksRevised 2026-10-06Press note, Markdown, Data
Polymarket 'By Date' Favourites at 84¢ a Month Out Came True 64% of the TimeRevised 2026-10-05Press note, Markdown, Data
How Polymarket Settles: 110,576 Markets, a Median of 2.2 Hours, and 89 DisputesRevised 2026-10-05Press note, Markdown, Data
Polymarket Copy Trading: Following 30 Seconds Late Cost 1.43¢ a Share, Before FeesRevised 2026-10-05Press note, Markdown, Data
Crypto Exchange Feed Latency and Coverage: 16 Venues MeasuredRevised 2026-10-05Press note, Markdown, Data
Polymarket API in Python: 3 Requests, No API Key NeededRevised 2026-10-03Press note, Markdown, Data
Polymarket and Kalshi Order Book Depth: 10,000 Contracts Fit 64% and 57% of BooksRevised 2026-10-03Press note, Markdown
Why Bitcoin's Price Differs Between Exchanges: 18 Venues Checked Every MinuteRevised 2026-10-02Press note, Markdown, Data
Order-Book Spoofing: What It Looks Like in Live DataRevised 2026-10-02Press note, Markdown, Data
Prediction Market Lawsuit Tracker: 49 Cases, Checked Against the Court RecordRevised 2026-10-01Press note, Markdown, Data
Is Polymarket Legal in the US? Where Prediction Markets Stand in 2026Revised 2026-09-30Press note, Markdown, Data
How Polymarket Makes Money: $46.6 Million in Taker Fees in Four MonthsRevised 2026-09-29Press note, Markdown, Data
Liquidity Rewards: Polymarket Offers $150,000 a Day; Kalshi Paid $2.95M in 30 DaysRevised 2026-09-26Press note, Markdown
Polymarket vs Kalshi Midterm Odds: 65 Matched Contracts and What a $50,000 Bet MovesRevised 2026-09-26Press note, Markdown
Where the Money Waits: Polymarket's Open Interest Is 55% Politics, Kalshi's 44% SportsRevised 2026-09-26Press note, Markdown
Polymarket Had the September Fed Hike at 87.5%: Every 2026 FOMC Decision, ScoredRevised 2026-09-25Press note, Markdown, Data
Polymarket's Up-or-Down Crypto Markets: 60% of Its Trades, Priced About Right, 1.6% FeeRevised 2026-09-16Press note, Markdown, Data
115,006 Large-Trade Alerts: Where and When Crypto Whales Trade, by Venue and HourRevised 2026-09-16Press note, Markdown, Data
Crypto Wash Trading and Real Liquidity: Fake-Volume Estimates Run From 51% to 95%Revised 2026-09-16Press note, Markdown
1.6% of Polymarket Wallets Never Sleep. They Made 58% of All Trades.Revised 2026-09-09Press note, Markdown, Data