
REST vs WebSocket for Real-Time Market Data: When to Use Each
REST or WebSocket for live market data? A plain guide to how each works, when to pull on demand versus stream, why fast polling scales badly, and how to use both together.
Engineering deep-dives, market analysis, and product updates from the SiftingIO team. How we build real-time market data infrastructure across crypto, FX, and equities.

REST or WebSocket for live market data? A plain guide to how each works, when to pull on demand versus stream, why fast polling scales badly, and how to use both together.
How to diff 13F-HR holdings between reporting cycles using SiftingIO, find new positions, exits, and meaningful size changes.

The 7 C commodities are coffee, corn, cotton, copper, crude oil, cocoa, and cattle. A plain guide to what the seven mean, why they are grouped, and how to track their prices.

A plain guide to getting live forex prices from SiftingIO: a single request for the current rate, or a live feed that updates on its own as the market moves.

How to pull scheduled US economic events from one endpoint and align them with OHLCV bars so a backtest knows when CPI, NFP, and FOMC actually hit.

How to pull historical OHLCV bars and XBRL fundamentals for one stock ticker from SiftingIO, and avoid the split and fiscal-year pitfalls.

How to fetch live bid, ask, mid, and last-trade prices for EUR/USD and BTC/USDT through SiftingIO REST snapshots and WebSocket streams.