Short-Term Crypto Momentum Trading Strategy: From Trading Logic to Executable Code

In short-cycle crypto trading, many traders encounter the same dilemma:they miss the move when a trend first appears, but once they chase it, a reversal often follows. The root cause is usually not “poor judgment,” but signals that are not reproducible and rules that are not clearly defined. The value of momentum trading lies in…
U.S. Fractional Share Trading Rules: A Developer’s Guide

I. What Are Fractional Shares in U.S. Stock Trading? Fractional shares allow investors to buy stocks or ETFs in decimal quantities rather than being limited to whole shares such as “1 share” or “2 shares.” In typical implementations, the minimum tradable unit can be as small as 0.0001 shares, and many brokers support notional orders,…
Announcement on Adjustment of the A-Share Stock Pool: ST and *ST Stocks to Be Removed

Announcement on the Adjustment of the Scope of the A-Share Stock Pool Dear Users, To further optimize the range of investment targets and strengthen risk management, in accordance with relevant regulations and internal management requirements, the AllTick team has decided to adjust the A-share stock pool. The details are as follows: Adjustment Details Effective January…
Trading Products Expansion | AllTick Launches New KRW Forex Pairs

📢Trading Products Expansion | AllTick Launches New KRW Forex Pairs Dear Valued Users, To further enrich our trading offerings and meet the diverse needs of our users, AllTick is pleased to announce the official launch of multiple KRW-denominated forex trading pairs. The newly added pairs are as follows: New Forex Trading Pairs: EURKRWJPYKRWCNYKRWGBPKRWAUDKRWCADKRWNZDKRWCHFKRWSGDKRWTHBKRWINRKRW All of…
The Hidden Costs of Quantitative Trading: When Data Becomes the Bottleneck of Strategy

If you’ve spent any amount of time in quantitative trading, chances are you’ve experienced this frustration: a strategy that looks perfect in backtests ends up producing a choppy, disappointing equity curve in live trading. Where does the problem lie? Has the market changed, or is there a flaw in the strategy itself? More often than…
Mastering the 10 Core Capabilities of Quantitative Trading: Not Just Methods, but a Data-Driven Practice

The success of quantitative trading comes from the combination of the right methodology, high-quality data, and continuous iteration. Quantitative trading is not merely about writing code or staring at charts. At its core, it is an engineering discipline aimed at systematically building sustainable competitive advantages. A strategy alone is never enough—you need a complete pipeline…
Exploring the Technical Architecture of Trading Platforms

In today’s complex financial ecosystem, trading platforms undoubtedly occupy a central and critical position. They function like bustling financial marketplaces, where a wide range of assets—from traditional stocks, bonds, and futures to emerging digital currencies—are constantly exchanged. Trading activities continue around the clock, and the annual trading volume of well-known global platforms often reaches trillions…
How to Spot a Strong Quant Backtest

#1 Stable Returns Stable returns are one of the key indicators for evaluating the quality of a quantitative strategy. They represent the strategy’s ability to consistently generate profits during the backtest period. A truly robust quantitative strategy should not rely on a single market environment or specific opportunities, but rather be capable of delivering steady…
How to Prepare for Quantitative Trading in Stocks

Quantitative trading has become an increasingly popular and widely adopted modern investment approach in the global financial markets. By leveraging mathematical models, statistical analysis, and computer algorithms, it transforms vast amounts of market data into executable trading strategies, helping investors make more rational and precise decisions in a complex and ever-changing market environment. Compared to…
Stock Volatility Trading Strategies

In the stock market, volatility is an indicator that measures the degree of price fluctuation. It reflects how much a stock’s price has risen or fallen over a period of time. The higher the volatility, the greater the price movement; conversely, lower volatility means relatively smaller price changes. Volatility is critically important for stock trading…