Where does Arbis get its data?

Arbis builds its probability models from publicly available government data, financial markets, and sports statistics. No source is 100% accurate; markets are uncertain by nature. What we do is find where multiple trusted sources agree, and where Kalshi's pricing disagrees with that consensus. That gap is the edge.

๐Ÿ› Economic & Federal Reserve
๐Ÿ› CME FedWatch
Free public data

Federal funds rate meeting probabilities, the most liquid interest rate market in the world.

๐Ÿ› Federal Reserve (FRED API)
Free government API

Current Fed funds rate, historical rate decisions, economic indicators.

๐Ÿ› Bureau of Labor Statistics
Free government data

Weekly jobless claims (released every Thursday 8:30 AM ET), CPI inflation data, NFP payroll reports.

๐Ÿ› Department of Labor
Free government data

Official initial jobless claims PDF, parsed in real-time at 8:30 AM ET on release day for the fastest possible signal.

๐Ÿ€ Sports Data
๐Ÿ€ ESPN API
Free public API

Live game scores, win probabilities, real-time in-play data for NBA, NFL, MLB, and more.

๐Ÿ“Š BetExplorer
Free public data

Consensus bookmaker odds across 6+ sportsbooks. We average these to find the true market probability.

๐Ÿฅ Covers.com
Free public data

Injury reports: OUT and DOUBTFUL listings that significantly affect game probabilities.

โ‚ฟ Cryptocurrency
โ‚ฟ Binance API
Free public API

Bitcoin and Ethereum price history to calculate 30-day realized volatility. High volatility = less reliable models = we skip trading.

๐Ÿ˜จ Alternative.me Fear & Greed Index
Free public API

Crypto market sentiment. Extreme Fear (0-25) means we skip all crypto trades entirely.

๐Ÿ“ฐ News & Sentiment
๐Ÿ“ฐ Reuters Markets
Free RSS feed

Breaking financial news: hawkish/dovish headlines that affect Fed probability models.

๐Ÿ“ฐ MarketWatch
Free RSS feed

Economic calendar, consensus estimates for upcoming releases, financial news sentiment.

โšก Our Own Infrastructure
โšก ArbisData
Proprietary

Our own data aggregation service. It centralizes all sources above, caches results, and serves clean probability signals to every Arbis installation, so your bot never scrapes directly.

A note on accuracy

No data source is perfect. Government releases can be revised. Bookmaker odds move. Sentiment changes in minutes. Arbis does not guarantee any trade outcome.

What Arbis does guarantee: it only places trades when multiple trusted sources agree on a probability that Kalshi has priced incorrectly. The edge is mathematical. The outcome is not.

Trade responsibly. Never risk more than you can afford to lose.