Quantitative Analysis
SPY Weekly Cash Secured Puts (2025): Did We Beat Buy & Hold?
In a strong bull market, can weekly selling options outperform simply owning the index? We backtested 5 Delta levels on SPY to find the answer. The results might surprise income seekers.
The Experiment
Following our , we turned our backtesting engine to the S&P 500 (SPY). We simulated a total of 250 trades (50 weeks x 5 delta levels) throughout 2025.
The market context is crucial: SPY had a strong year, rising 15.4% from $591 to $683. In such a bullish environment, capped-upside strategies like CSPs face a tough challenge.
The Results: Performance by Delta
Unlike , where -0.3 Delta was the clear winner, SPY showed a linear relationship: more risk (-0.5 Delta) equaled more reward ($5,884).
However, even the most aggressive -0.5 Delta strategy (9.5% return) failed to match the underlying index's 15.4% gain. This illustrates the "opportunity cost" of selling puts in a strong uptrend.
-0.1 Delta Total P/L
$3,316
-0.5 Delta Total P/L
$5,884
SPY Buy & Hold Return
+15.4%
-0.1 Win Rate
96%
Total Profit/Loss by Delta Level (2025)
- pl
Equity Curve Analysis
The equity curves show a smooth, steady ascent for the low-delta strategies. The -0.1 Delta (Blue) curve is almost a straight line, reflecting its incredible 96% win rate.
The -0.5 Delta (Purple), while ending higher, suffered significant volatility during market dips in March and April.
Cumulative P/L: 2025 Equity Curve
- -0.1
- -0.2
- -0.3
- -0.4
- -0.5
The "Profit vs. Pain" Ratio
Even the safest -0.1 Delta strategy had a drawdown of $215, which is negligible compared to its $3,316 profit. This makes it an incredibly low-stress income generator.
However, as you chase yield, the pain increases. The -0.5 Delta strategy suffered a $4,711 drawdown to make $5,884. While still profitable, the "sleep factor" is significantly worse.
Total Profit vs. Max Drawdown ($)
- drawdown
- profit
The Hidden Trap: Avg Win vs. Avg Loss
While -0.1 Delta had a 96% win rate, its average loss ($-108) was larger than its average win ($74). However, this ratio (1.5x) is much healthier than typical "steamroller" strategies.
The -0.5 Delta strategy had an Average Win of $431 and Average Loss of $-874 (2x ratio). You need to win twice just to cover one loss.
Avg Win vs. Avg Loss ($)
- loss
- win
The "Headache" Factor: Assignment Frequency
This is a major selling point for the -0.1 Delta strategy: you were assigned only 2 times in the entire year. It is a near-passive income stream.
The -0.5 Delta strategy required managing assigned stock 17 times (34% of the year). If you want to avoid the hassle of wheeling, stay below -0.2 Delta.
Weeks Assigned (out of 50)
- weeks
Efficiency: Premium Capture Rate
This is where -0.1 Delta shines. It retained a massive 89.5% of all premiums collected. You keep almost everything you sell.
The -0.5 Delta strategy collected $23,943 in premiums but gave back nearly $18,000 in losses, retaining only 24.6%. It is a high-churn strategy with low efficiency.
Total Premium Collected vs. Net Profit
- net
- premium
The Bottom Line: ROI vs. Buy & Hold
Here is the harsh reality of 2025: Simple Buy & Hold (15.4%) beat every single Put Selling strategy.
The best performing CSP (-0.5 Delta) only returned 9.5%. This confirms that in a strong bull market, capping your upside with options is a drag on performance. CSPs are for income and stability, not for maximum total return in a rally.
Annualized ROIC (%) vs. SPY Buy & Hold
- benchmark
- strategy
Sleep Quality: Income Volatility
If you hate volatility, the -0.1 Delta strategy is a dream. Its weekly standard deviation was only $50. You barely felt the market ups and downs.
The -0.5 Delta strategy had a weekly volatility of $654 (13x higher!). While it made more money in the end, the ride was significantly bumpier.
Weekly Income Volatility (Std Dev $)
- stdDev
Psychological Resilience: Win/Loss Streaks
The -0.1 Delta strategy enjoyed a massive 40-week winning streak. Imagine going nearly the entire year without a realized loss. That is psychologically very easy to stick with.
The higher delta strategies had much shorter winning streaks (8-11 weeks) and slightly longer losing streaks, testing your patience more frequently.
Max Consecutive Wins vs. Losses (Weeks)
- loss
- win
The Verdict: Strategy Scorecard
1. The "Smart" Income (-0.1 Delta): If you want a savings account replacement that yields 5.5% with 96% win rate and almost zero drawdown, this is it.
2. The "Aggressive Yield" (-0.5 Delta): Highest dollar return ($5,884) but with high volatility ($654 std dev). Only for active traders.
3. The "Real Winner" (Buy & Hold): In a 15%+ bull year, don't overcomplicate it. Just own the index.
-0.1 Delta Win Rate
96%
-0.1 Delta Efficiency
89.5%
Buy & Hold Return
15.4%
Best CSP Return
9.5%
Key takeaways
- In a strong bull market, Put Selling underperforms Buy & Hold.
- -0.1 Delta is an incredible "bond replacement" with 96% win rate and 89.5% efficiency.
- Higher Delta (-0.5) generates more cash but suffers from high churn and drawdowns.
- Know your goal: Income stability (CSP) vs. Total Growth (Buy & Hold).
Keep exploring
More field notes
Jul 4, 2026
What Is Theta? Why Your Option Loses Money Even When You Are Right
The stock did not move all weekend, yet your option lost value — that is Theta, the invisible hourglass over every option buyer. A full walkthrough of time decay.
Jul 4, 2026
What Happens at Options Expiration? One Cent Triggers It, $10,000 Buys the Shares
Doing nothing at expiration is not just "the premium goes to zero": one cent in the money triggers auto-exercise, and a $2 premium can turn into $10,000 of stock. Here is exactly what happens.