TradeAx: Trading Technologies

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Cryptocurrency Trading Strategies: Why Most Traders Lose and How Quants Win

The cryptocurrency market, with its explosive volatility and 24/7 activity, attracts millions of traders dreaming of quick profits. However, statistics are ruthless: over 90% of retail investors lose money. The reason lies in choosing outdated, emotionally dependent, and inherently losing strategies. Let's examine why classical approaches like day trading, scalping, swing trading, and arbitrage doom traders to failure, and how quantitative analysis became the weapon of professionals.

Aggregated Data in Cryptocurrency Trading: How Combining Information Changes the Game

The cryptocurrency market is a dynamic and highly competitive environment where every second can bring profit or loss. However, its decentralized nature creates unique challenges: Bitcoin and other assets are traded on hundreds of exchanges, each setting its own price based on local demand, liquidity, and even geographical factors. In such conditions, traders relying on data from a single platform risk making decisions based on an incomplete picture. This is where aggregated data comes to the rescue — a tool that transforms fragmented information into a powerful resource for analysis and forecasting.

Fake Volume in Trading: How to Distinguish Illusion from Reality and Why It Matters

In the world of financial markets, trading volume is one of the key indicators traders and investors rely on. High volume is associated with liquidity, trust, and market activity. However, these numbers often hide manipulation — so-called fake volume. This phenomenon occurs when exchanges or market participants artificially inflate volumes, misleading other players. In 2019, Bitwise Asset Management published a controversial report showing that 95% of Bitcoin volume on crypto exchanges was fake. This report became a starting point for global discussion of the problem. In this article, we'll examine how fake volume is created, what mechanisms are used, and why data analysis is the only way to protect against manipulation.

Why Futures Trading is Dangerous and Unprofitable: Risks, Fees, and Why Long Positions are More Profitable Than Shorts

Futures trading is often seen as a fast path to wealth due to the use of leverage. However, behind the illusion of huge profits lie serious risks, high fees, and mathematical features that make this instrument dangerous, especially for beginners. In this article, we'll explore why the futures market can be a trap and explain why long-term buy positions have an advantage over short positions.

Algorithmic Traders

Algorithmic trading is the use of computer programs to automate trading in financial markets. Algorithms analyze market data (prices, volumes, news) in real-time and execute trades without human intervention.

Cryptocurrency Taxation in Russia: How to Declare Income and Pay Taxes

Cryptocurrencies in Russia have been legalized as digital assets since 2020, but their use as a means of payment is prohibited. Despite this, transactions with them are subject to taxation. We explain how to properly account for cryptocurrency income and avoid fines.

1M+
Trades analyzed per second, calculating deltas across the entire market
360+
Data sources for analyzing traded pairs
60+
Indices created for spot | futures | both, general market indices and separate provider indices for CME

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