Options data studies
Updated 12 July 2026 · by Theo Chen
Options income is sold with cherry-picked numbers and round-number yields. We'd rather show the data. Below are eight backtests on real market history - real prices, real index series, real option chains - and the short answer they share is uncomfortable: no options-income strategy we tested beat simply holding the index on total return. What selling options actually bought was a smoother ride - lower drawdowns, not higher returns - and the strategies that won the most often tended to make the least. Every figure below regenerates from the underlying data, and the correctness-critical ones are independently re-derived.
What the data shows
- No income strategy beat buy-and-hold on return: Cash-Secured Puts 6.9%/yr, the Wheel 7.9%/yr and Short Strangles 0.8%/yr all trailed the index's 10.8%-10.9%.
- A high win rate is not safety: the far-OTM Put won 95% of months and the 5-delta Short Strangle 96% - and both made the least while still cracking in a crash.
- The real, repeatable benefit of selling options was lower drawdown: put-writing cut the S&P's worst fall from 55% to 37%.
- A distribution yield is not a return: QYLD paid ~14% a year yet its price fell 28%, returning +172% while the Nasdaq-100 returned +840%.
- Defined risk is insurance priced like insurance: a protective wing cut the worst month from -29% to -5% for a small, persistent cost.
How the strategies compare
Every study at a glance - the strategy, the data behind it, the headline result, and the verdict:
| Strategy | Data & window | Result | Verdict |
|---|---|---|---|
| Cash-Secured Puts | CBOE PutWrite index, ~19 yrs | 6.9%/yr vs S&P 10.8%; drawdown 37% vs 55% | Lower return, far lower risk |
| Far-OTM Puts | SPY 10-delta CSP, 2010-2023 | 95% of months won, 1.3%/yr; -20% in 2020 | High win rate, no cushion |
| The Wheel | SPY, 21 yrs | 7.9%/yr vs 10.9%; drawdown 36% | Smoother, lower total |
| Covered-Call ETF (QYLD) | QYLD vs Nasdaq-100, ~12.5 yrs | +172% vs +840%; price -28% at ~14% yield | A yield is not a return |
| Selling when IV is high | SPY, monthly | Sell-always 5.9%/yr beat timing 3.3%/yr | Timing lost to always-on |
| Expected-move accuracy | SPY vs VIX, 21 yrs | Inside 1-SD 83.3%, 2-SD 98.6% | Beats textbook; tails violent |
| Defined risk vs naked | SPY spreads, real chains | Worst month -29% to -5%; drawdown 29% to 11% | The wing caps the disaster |
| Short Strangle (7-delta sweep) | SPY real chains, 2010-2023 | 78% won, 0.8%/yr vs 10.7%; no best strike | High win rate is bait |
Returns are annualized (CAGR); "drawdown" is the worst peak-to-trough fall. Windows differ by study - each page states its own. Buy-and-hold is total return where a real series exists, price return where noted.
The studies in depth
Cash-secured puts vs buy-and-hold
The real CBOE PutWrite index returned 6.9% a year to the S&P's 10.8% over ~19 years - lower return, but it cut the worst drawdown from 55% to 37%.
Read the study →Are far-OTM puts "safe" income? (a myth)
The far-out-of-the-money 10-delta Cash-Secured Put won 95% of months but made just 1.3% a year - and lost 19.8% in the 2020 crash, more than at-the-money. Thin premium is no cushion.
Read the study →The Wheel strategy, backtested
Sell Puts, get assigned, sell Calls, repeat. Over 21 years the full Wheel earned 7.9% a year to buy-and-hold's 10.9% - much lower drawdown, 30 assignment cycles, 31% of the time holding shares.
Read the study →Does QYLD's 12% yield actually pay you?
QYLD's distribution returned +172% since 2013 while the Nasdaq returned +840% - and its share price fell 28%. A distribution rate is not a return.
Read the study →Does selling options when IV is high work?
We tested the "sell premium when IV is rich" maxim. Timing by IV rank made each trade richer and the ride smoother, but it fired only 14% of the time, so selling every month (5.9%) beat it (3.3%) on total return.
Read the study →Does the stock stay inside the expected move?
Over 21 years, SPY stayed inside the VIX 1-SD expected move 83.3% of the time and the 2-SD band 98.6% - more than the textbook 68%/95%, because returns are fat-tailed. But the rare breaches were violent: Feb-Mar 2020 was a 7.9-sigma move past the band.
Read the study →Defined risk vs naked: does the wing pay off?
Adding a protective wing to a Put trade cut the worst month from -29% to -5% and the drawdown from 29% to 11%. Defined risk is insurance - it caps the disaster for a small premium.
Read the study →The short strangle: a high win rate that still loses
Sell an OTM Put and Call, win most months - and still lose. A monthly SPY Short Strangle won 78% of months yet made 0.8% a year to buy-and-hold's 10.7%, because one 2020 crash erased 42 winners - and no strike was measurably better.
Read the study →How we run these - and why you can trust the numbers
Where a real published series exists we use it, no modeling: the CBOE PutWrite and BuyWrite indices, a fund's actual dividend-adjusted total return, real OptionsDX end-of-day option chains (bid/ask fills, real deltas), and Yahoo daily prices and dividends. Where we must model a premium, we price it with the same Black-Scholes engine behind this site's calculators using VIX as the volatility input, and we state which way that biases the result. Every study names its window and its assumptions, the correctness-critical figures are re-derived by an independent script, and the numbers on this page are pulled live from those data files - none are hand-typed. They are educational, not advice.
The bottom line
Across eight backtests on real market data, no options-income strategy beat simply holding the index on total return - every one traded return for a smoother ride, and the strategies with the highest win rates made the least. The durable edge from selling options is lower drawdown, not higher return; a distribution yield is not a return; and defined risk is insurance you pay for. Judge any income strategy by its worst month and its total return, never its win rate.
Frequently asked questions
Do options income strategies beat buy-and-hold?
No - not on total return, in any of our backtests. Real CBOE index and market-chain data put cash-secured puts at 6.9% a year versus the S&P's 10.8%, the Wheel at 7.9% versus 10.9%, and monthly short strangles at 0.8% versus 10.7%. Selling options traded return for a smoother ride, not a higher one.
Is selling options profitable?
Modestly, and less than simply owning the index. Across our studies the premium-selling strategies made low-to-mid single-digit annual returns - real money, but below buy-and-hold. Their durable advantage was risk, not reward: the CBOE PutWrite index cut the S&P's worst drawdown from 55% to 37%. Judge these strategies by drawdown, not by the headline income.
Does a high win rate mean an options strategy is safe?
No, and this is the most common trap. The far-out-of-the-money 10-delta Cash-Secured Put won 95% of months yet made the least and still lost 19.8% in the 2020 crash; a 5-delta Short Strangle won 96% of months and earned the least of any strike. Win rate measures how often you win, never how much - the rare losses are large enough to cancel a long run of small wins.
What is the real benefit of selling options if it underperforms?
Lower drawdown and a smoother equity curve. Every income strategy we tested gave up total return but fell less in crashes: put-writing dropped a maximum 37% against buy-and-hold's 55%, and defined-risk spreads turned a -29% worst month into -5%. If you value sleeping through a crash more than maximizing return, that trade can be worth making.
Are covered-call ETFs like QYLD worth it?
Only if you understand a distribution is not a return. QYLD paid a headline ~14% yield yet its share price fell 28% since 2013, and its total return (+172%) badly trailed the Nasdaq-100 it writes calls on (+840%). The high monthly payout is partly your own capital handed back - fine for cash flow, poor for growth.
Which options income strategy is best?
There is no single best - and chasing an "optimal" setting is usually fitting noise. Our 7-delta Short Strangle sweep found the strikes statistically indistinguishable (the whole cross-strike spread was smaller than the error on any one). Pick by the risk you can hold: defined-risk spreads cap the catastrophe, the Wheel and cash-secured puts lower drawdown while you would own the shares anyway. All still lag buy-and-hold on return.
Is the Wheel strategy profitable?
Yes, but less than buy-and-hold. Over 21 years on SPY the full Wheel - sell a Put, take assignment, sell Calls, repeat - earned 7.9% a year against buy-and-hold's 10.9%, at a lower 36% maximum drawdown, holding shares about 31% of the time. It is a lower-return, lower-drawdown way to own an index you are happy to hold.
How reliable are these backtests?
Every figure is computed from real market history - published CBOE index series, real fund total returns, and real OptionsDX end-of-day option chains - and regenerates from the underlying data, with the correctness-critical results independently re-derived. The main caveat is common to all backtests: each is one historical window on mostly one underlying, held mechanically, so treat the direction as robust and the exact number as sample-specific. Educational, not advice.
Related tools and guides
- All calculators - model your own trade
- Guides - the strategies explained
- How we calculate - the math behind the tools
Educational explainer only — not financial advice. Examples are illustrative and exclude commissions, early assignment and dividends. Confirm the mechanics and size positions to your own risk tolerance.