A guide to crypto trading bots: Analyzing strategies and performance

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A guide to crypto trading bots: Analyzing strategies and performance - Coin Telegraph

Quick Summary:

The signal bots’ strategies were performing in line with the buy-and-hold strategy (in some cases slightly worse) for BTC (58.15%), ETH (16.79%) and SOL (48.68%). Comparing the same 120-day period but from Dec.4, 2024, to April 4, 2025, when grid bots were backtested, the market prices for BTC, ETH and SOL were all experiencing a downward trend, with a buy-and-hold return of -16%, -53% and -49%, respectively, which is completely different from the previous 120-day backtesting period.

Their core function involves the analysis of extensive amounts of real-time and historical market data, including price fluctuations, trading volumes and order book information. There are numerous potential advantages to employing AI agent trading bots.

Bot trading strategies and performanceTrading bots are sophisticated automated systems that use algorithms to analyze cryptocurrency market data and autonomously execute trades on centralized exchanges or decentralized platforms.