Trading Bots

Gate Research Quantitative Report: Between February 18 and March 3, 2025, the market exhibited key characteristics such as BTC's heightened sensitivity, ETH's lack of momentum, and intensified deleveraging. The BTC long/short trading volume ratio fluctuated between 0.90 and 1.10, while ETH remained in the 0.85–1.05 range, indicating weak rebound strength. BTC funding rate volatility increased, accompanied by a decline in open interest and a rise in long liquidations, suggesting that the market may be undergoing deleveraging or short-term liquidity tightening, with investor sentiment leaning towards caution. Additionally, daily issuance of Solana-based meme coins dropped to 40,000, marking a 65% decline from its January peak, reflecting diminishing interest in short-term speculative assets. Backtesting of a mean-reversion strategy using the standardized MACD indicator showed that the strategy effectively identified pullback opportunities following excessive price surges, providing short-selling signals for tra

This report provides an in-depth analysis of market trends from February 3 to February 17, covering Bitcoin and Ethereum market volatility, funding rates, long/short trading volume ratios, open interest, contract liquidations, and the correlation between BTC and traditional financial markets (S&P 500 ETF). Additionally, the quantitative backtesting section focuses on the market performance of newly listed contract trading pairs, offering investors more comprehensive market insights.

A funding rate arbitrage quantitative fund is a specialized investment tool designed for the cryptocurrency market, aiming to generate stable, market-neutral returns through perpetual contracts’ funding rate mechanism. The fund’s core strategy involves simultaneously holding both spot and hedged perpetual contract positions, which utilizes market fluctuations' hedging effect to focus returns on funding rate payments. This approach is ideal for investors seeking consistent returns with lower risk tolerance. In comparison to traditional financial products, funding rate arbitrage funds offer greater return potential. The use of quantitative models enhances decision-making, ensuring efficient and precise capital allocation.

This report conducts a detailed backtest comparing the investment performance of Dollar-Cost Averaging (DCA) versus Buy-and-Hold strategies for BTC, ETH, SOL, GT, and their combinations in Gate.io investment products from September 1, 2021, to December 30, 2024. The report uses an example-based approach to demonstrate the calculation steps and core formulas for each strategy, accompanied by data tables for key periods.

Will quantum computing pose a threat to Bitcoin's security? This article delves into the evolving landscape of quantum technology and its potential impact on blockchain. Learn about the challenges quantum computing presents, the current safeguards in place, and how the crypto community is preparing for a quantum-resistant future.

This article will explain how to use Gate.io's trading bots and API features to implement quantitative trading strategies, helping users automate their trades and take advantage of opportunities in the crypto market.

This article provides some basic technical analysis indicators and methods for cryptocurrency investors, helping beginners to quickly get started. Indicators can provide objective data to reduce our emotional trading and improve the accuracy of price predictions.

This article explains the COG strategy, including its definition, how it works, implementation methods, pros and cons, and practical examples to help readers understand and use this strategy effectively.

In cryptocurrency and financial markets, technical analysis tools are essential for making informed investment decisions. This article explores the Keltner Channel indicator, explaining its application principles, pros and cons, and comparing it with other technical indicators to help readers better understand and use this tool effectively.

Triangular arbitrage serves as a strategy in crypto exchange trading, leveraging variations in exchange rates within a single market or across multiple markets.

ADXcloud is an advanced version of the traditional ADX indicator, refined to better handle markets with slow-moving trends. Gate.io provides a user-friendly strategy robot that simplifies deploying this indicator.

In this article, we perform a pre-selection of token pairs of interest. We then derive the mathematical formula for finding the optimal arbitrage between two pools of the same token pairs.

Perpetual contract funding rate arbitrage refers to the simultaneous execution of two transactions in the spot and perpetual contract markets, with the same underlying asset, opposite directions, equal quantities, and offsetting profits and losses. The goal is to profit from the funding rates in perpetual contract trading. Compared to conventional investments, funding rate arbitrage often yields more stable returns with lower risk. It is unaffected by price fluctuations, ensuring arbitrage opportunities and positive returns regardless of market conditions. Although the risk of capital loss in funding rate arbitrage is very low, it still exists. However, overall, it is a strategy with a high investment return ratio.

"Starting to care about politics through a meme," this is a reflection of the past decade of American politics becoming entertainment in the realm of imagery.

: Reading cryptocurrency charts is one of the essential skill a trader ought to possess in order to maximize value in the market. This article explores practical methods of reading cryptocurrency charts.