Blog - AllTick Real-time Market Data API

In real-time forex trading systems, subscribing to multiple currency pairs seems like a simple scalability feature. However, once deployed in production, a subtle but critical issue quickly emerges: data out-of-order…

In modern trading systems, data connectivity is critical. Whether you are building a forex trading terminal, a multi-asset brokerage system, or a quantitative strategy engine, understanding the difference between an…

Many failed backtests are not caused by the strategy itself, but by the fact that the data layer is already biased from the beginning. In cryptocurrency markets, this problem becomes…

Market making is essentially a constant balancing act between execution probability and risk control. If your quotes are too conservative, you won’t get filled. If they are too aggressive, you…

Most people look at the market through a compressed lens—candlesticks, indicators, moving averages, and other aggregated views. They are useful, but they already abstract away the real trading process. The…

On the surface, backtesting a forex strategy seems simple: get the data, run your logic, check the results. But the reality is, the real headache isn’t the strategy itself—it’s the…

Working with market data can look simple on paper—“just fetch the history,” right? In practice, complexity quickly emerges. Missing values, misaligned timestamps, inconsistent formats—these issues rarely announce themselves in advance….

When you start building trading systems or experimenting with quantitative strategies, one question tends to appear very early on: where does the market data actually come from? APIs for stock…

At first glance, this sounds like one of those things that should be simple. Feed comes in, book gets built, done. Not quite. In practice, reconstructing an order book from…

When I first started exploring gold trading, one thing became immediately clear: timing matters more than anything else. Jumping in too early or too late can turn what looks like…

If you’ve worked with gold historical data long enough, you’ve probably hit this weird situation where everything looks fine at first glance… but something feels off. Charts suddenly “jump”, flat…

Somewhere between a clean dataset and a broken chart, there’s usually a holiday hiding in plain sight. You notice it when your gold chart suddenly develops these awkward little voids—like…