AI Backtest

Backtest: Buy OXY at the close when Brent crude's 14-day RSI is below 40 and OXY's 14-d...

-10.02%
Return on capital

The setup sounds reasonable: buy OXY when the stock shows relative strength against a weak crude tape. The backtest, however, tells a harsher story. Across seven trades the strategy lost roughly 10% of its capital, and only two of the seven closed green.

The thesis was that stock-specific accumulation would carry OXY higher over the next week regardless of Brent's oversold condition. That edge did not materialize. With a 28.6% win rate and a worst trade of -5.62%, the long side failed repeatedly. Meanwhile SPY buy-and-hold gained over 68% in the same period.

The full evidence, including charts and trade-by-trade statistics, is in the analysis below.

The strategy

Buy OXY at the close when Brent crude's 14-day RSI is below 40 and OXY's 14-day RSI is above 55; exit after 5 trading days. OXY's positive momentum against a weak crude tape shows stock-specific accumulation that tends to carry the shares higher over the next week.

How this was measured

This is a simulated backtest generated from the plain-English strategy below, executed bar-by-bar on historical market data using the price + news data mode with $100,000 starting capital. Strategy: Buy OXY at the close when Brent crude's 14-day RSI is below 40 and OXY's 14-day RSI is above 55; exit after 5 trading days. OXY's positive momentum against a weak crude tape shows stock-specific accumulation that tends to carry the shares higher over the next week.

The key numbers

Return on capital
-10.02%
total P&L over starting capital
Total P&L
$-10,016.10
Closed trades
7
Win rate
28.6%
share of closed trades in profit
vs SPY
-78.32%
excess return over SPY buy-and-hold

The charts

Equity curve (growth of 100)

The takeaway

The strategy returned -10.02% on $100,000 starting capital across 7 closed trades with a 29% win rate. Over the same window SPY buy-and-hold returned +68.30%, so the strategy finished trailing the benchmark by 78.32 points. Best single trade +2.85%, worst -5.62%.

The fine print