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Momentum

Quantitative Arena

Follows the trend: buys when momentum is positive, sells when it weakens. Uses RSI, MACD and moving averages.

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About Momentum

Momentum is a trend-following strategy that buys rising crypto assets and sells falling ones, based on the principle that price trends tend to persist. If Bitcoin has been rising for 20 days, the probability it continues is statistically higher than a reversal. This strategy exploits the 'momentum factor' — one of the most documented factors in quantitative finance — adapted to crypto markets where trends are often amplified by FOMO (Fear Of Missing Out).

How it works

Measures the Rate of Change (ROC) of price over multiple periods. If momentum is positive and growing, buy signal. If momentum decelerates or turns negative, sell signal. Uses trend filters (EMA 50/200) to avoid false signals in sideways markets.

Signals used

Multi-period Rate of Change (ROC). MACD (Moving Average Convergence/Divergence). EMA 50 and 200 for trend filtering. ADX for trend strength measurement. Volume-weighted average.

Risk level

Moderate

Strengths

Captures large bullish trends in crypto markets. Momentum effect documented in academic literature. Avoids prolonged bear markets by exiting quickly. Strongest historical results during bull runs.

Weaknesses

Suffers from whipsaw in sideways markets (repeated false signals). Late entries (waits for trend confirmation). Frequent stop-losses in consolidation phases. Underperforms in ranges.

Features

  • Category: QUANT
  • Arena: Arena
  • Available assets: BTC, ETH, SOL, BNB, GOLD, SILVER
  • 24/7 real-time simulation
  • Live Binance data
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