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Quantitative Analysis

Quantitative Analysis

NVDA Weekly Cash Secured Puts (2025): The Volatility Trap

In a massive 30% rally, you would expect selling puts to print money. Instead, our backtest reveals a startling reality: volatility cuts both ways. See why Buy & Hold crushed every option strategy.

Jan 28, 20269 min read

The Experiment

Nvidia (NVDA) is the poster child of the AI boom. We simulated a total of 250 weekly trades (50 weeks x 5 delta levels) in 2025 to see if we could capture its high implied volatility.

The context: NVDA rallied 30.7% in 2025. It was a strong year, but with violent pullbacks. We tested deltas from -0.1 to -0.5.

Key Finding: High volatility premiums are expensive for a reason.

The Results: Performance by Delta

This is the first time we see a "Peak" in the data. The -0.4 Delta strategy performed best, earning $2,140. Pushing to -0.5 Delta actually REDUCED profit to $2,093 due to excessive losses.

More importantly, NO strategy came close to the underlying stock. Even the best CSP (-0.4) returned less than half of what Buy & Hold delivered.

-0.4 Delta Total P/L (Best)

$2,140

-0.5 Delta Total P/L

$2,093

NVDA Buy & Hold Return

+30.7%

-0.1 Efficiency

35.3%

Total Profit/Loss by Delta Level (2025)

  • pl
-0.1-0.2-0.3-0.4-0.50550110016502200

Equity Curve Analysis

The equity curves reveal a stressful year. Unlike SPY or TSLA, where -0.1 Delta was smooth, here even the "safe" line experienced sharp drops.

The -0.5 Delta (Purple) spent a significant portion of the year underwater (negative cumulative P/L) before recovering. This is not a passive income chart; it is a battle.

Cumulative P/L: 2025 Equity Curve

  • -0.1
  • -0.2
  • -0.3
  • -0.4
  • -0.5
Jan 24Feb 28Apr 04May 16Jun 20Jul 31Sep 04Oct 09Nov 13Jan 02-5000-2500025005000

The "Profit vs. Pain" Ratio

This data is shocking. For every strategy, the Maximum Drawdown was larger than the Total Profit. Even for the conservative -0.1 Delta, you had to endure a $1,153 drop to make $907.

This is the hallmark of a volatile asset: the risk-adjusted return is terrible compared to an index like .

Total Profit vs. Max Drawdown ($)

  • drawdown
  • profit
-0.1-0.2-0.3-0.4-0.501500300045006000

The Hidden Trap: Avg Win vs. Avg Loss

The "Steamroller" is real here. For -0.1 Delta, your average win was $52, but your average loss was -$790. That is a 15x ratio!

You need to win 15 trades just to break even on one bad week. This explains why even with a 96% win rate, the total profit was so low.

Avg Win vs. Avg Loss ($)

  • loss
  • win
-0.1-0.2-0.3-0.4-0.5-1050-700-3500350

The "Headache" Factor: Assignment Frequency

With -0.5 Delta, you were assigned stock 23 times (46% of weeks). You were basically an active fund manager.

Even -0.3 Delta required 13 assignments. Compare this to which had similar assignment rates but much better risk-adjusted returns.

Weeks Assigned (out of 50)

  • weeks
-0.1-0.2-0.3-0.4-0.506121824

Efficiency: Premium Capture Rate

This is the most damning stat. -0.5 Delta collected $18,389 but kept only $2,093 (11.4% retention). You gave back 88% of your income to the market.

Even -0.1 Delta only retained 35.3%, significantly lower than SPY's 89.5%. NVDA puts are "leaky buckets".

Total Premium Collected vs. Net Profit

  • net
  • premium
-0.1-0.2-0.3-0.4-0.505000100001500020000

The Bottom Line: ROI vs. Buy & Hold

There is no contest. NVDA Buy & Hold returned 30.7%. The best CSP (-0.4) returned 14.1%.

You took on massive volatility risk, endured huge drawdowns, and performed half as well as the stock. In an AI bull run, selling puts is leaving money on the table.

Annualized ROIC (%) vs. NVDA Buy & Hold

  • benchmark
  • strategy
-0.1-0.2-0.3-0.4-0.508162432

The Verdict: Strategy Scorecard

1. The "Real Winner" (Buy & Hold): 30.7% return. Simple, effective, and superior in a bull market.

2. The "Illusion" (-0.5 Delta): High churn, high stress, low retention. Avoid.

3. The "Unsafe Safety" (-0.1 Delta): Even with 96% win rate, your drawdown was larger than your profit. Not recommended for income stability.

Conclusion: For NVDA, don't try to be clever with income strategies. Just own the future.

Buy & Hold Return

30.7%

Best CSP Return

14.1%

-0.1 Delta Drawdown

-$1,153

-0.1 Delta Profit

$907

Key takeaways

  • Volatility cuts both ways: High premiums come with massive drawdowns.
  • Buy & Hold outperformed every Put Selling strategy by 2x.
  • Even -0.1 Delta is risky: Average Loss is 15x larger than Average Win.
  • For high-growth assets like NVDA, capping your upside is a strategic error.

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