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For the back-test strategy, we will proceed with option b: buying at the next day’s open and selling at its close. This approach aligns with intraday momentum strategies and avoids potential slippage risks associated with close-to-close transitions.
For the universe data limitation, we will restrict the scope to a predefined set (e.g., S&P 500 constituents). This ensures feasibility with current tools while maintaining market relevance.
AngloGold Ashanti (AU_-87) recorded a trading volume of $0.41 billion on October 22, 2025, ranking it 277th in market-wide trading activity. The stock closed the session with a 0.16% decline, underperforming broader market benchmarks. The modest volume suggests limited institutional or retail participation, potentially reflecting a lack of catalysts or sentiment shifts. The decline, though marginal, indicates cautious positioning among investors ahead of upcoming macroeconomic data releases.

The muted performance of
on October 22 was influenced by three interrelated factors: macroeconomic uncertainty, sector-specific headwinds, and mixed technical indicators.First, global economic data released earlier in the week cast doubt on the resilience of gold demand. A weaker-than-expected U.S. jobs report and slowing industrial activity in China reduced expectations of inflationary pressures, dampening safe-haven demand for gold. While gold prices remained near multi-year highs, the lack of fresh momentum eroded speculative bullishness. Analysts noted that investors are now prioritizing short-term volatility over long-term positioning, a trend that disproportionately affects leveraged mining equities like
.Second, the broader gold mining sector faced pressure from rising production costs. News articles highlighted a 12% year-to-date increase in all-in sustaining costs (AISC) for major gold producers, driven by higher energy prices and labor disputes in key regions. AngloGold, which operates in high-cost jurisdictions such as South Africa and Brazil, saw its cost-to-revenue ratio widen to 78% in Q3 2025, compared to 72% in the prior year. This margin compression limited the company’s ability to pass on higher prices to shareholders, exacerbating profit-taking in its stock.
Third, technical indicators pointed to a consolidation phase in AngloGold’s price action. The stock has been trading within a narrow range between $1,550 and $1,650 for the past three months, with October 22’s close near the lower bound of this channel. Analysts observed a breakdown in on-chain activity metrics, such as declining open interest and a narrowing volume profile, suggesting waning conviction among short-term traders. Additionally, the 50-day moving average crossed below the 200-day line—a bearish signal that may have triggered automated selling strategies.
Finally, macroeconomic policy expectations played a role. The Federal Reserve’s latest minutes emphasized a “higher-for-longer” interest rate trajectory, which traditionally weighs on gold’s appeal as a non-yielding asset. While central banks’ net purchases of gold have offset some of this pressure, the market appears to be discounting a slower pace of accumulation in the near term. AngloGold, as a leveraged play on gold prices, amplified these macroeconomic sensitivities.
The confluence of these factors created a risk-averse environment for gold equities, with AngloGold’s sizeable position in high-cost regions making it particularly vulnerable to margin pressures. However, the stock’s technical profile suggests that a breakout from its trading range—either upward or downward—could follow in the coming weeks, depending on the resolution of macroeconomic and sector-specific dynamics.
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