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Days to Expiry

QQQ wheel backtest snapshot

Public recipe: 10 DTE / 2% OTM puts and calls, ~2-year simulated window.

Simulated, not collected: this run produced $21,936 in premium over 2024-11-08 to 2026-11-06.

Live broker sync, true cost basis after rolls. No card.

Premium
$21936.45
Total P&L
$11936.45
Assign %
12.5%
Call-away %
36.4%
Cycles
5
Trades
51

Buy & hold vs the wheel

Nov 8, 2024 – Nov 6, 2026

Buy & hold finished $2259.55 ahead of the wheel (earned more: $14196.00 vs $11936.45).

Buy & hold
Buy 100 shares and hold
Wheel strategy
Puts → calls · keep premiums as cash
Profit or loss$14196.00$11936.45
Largest drop$12346.00$9912.31

Try this ticker in the backtest

This page is one fixed recipe (10 DTE / 2% OTM). The interactive tool lets you change DTE, OTM, or dates.

Why this result

This simulation ran 2024-11-08 to 2026-11-06 (51 trades, 5 cycles).

Simulated premium was $21,936. Simulated stock / assignment P&L was −$10,000. Combined realized P&L was $11,936.

Puts were assigned on 12.5% of put trades (5 of 40). Calls were assigned away on 36.4% of call trades (4 of 11).

This simulation’s wheel P&L ($11,936) trailed buy-and-hold P&L ($14,196) on the stored window.

Wheel drawdown was $9,912 on the engine's stored basis; measured as the deepest fall from a P&L peak on the daily P&L series it was $9,912, from the 2025-02-14 peak to the 2025-04-08 trough, and got back to that peak on 2025-11-07. Buy-and-hold drawdown was $12,346 on the engine's stored basis; measured as the deepest fall from a P&L peak on the daily P&L series it was $12,346, from the 2025-02-19 peak to the 2025-04-08 trough, and got back to that peak on 2025-06-24.

On the stored daily series the wheel was ahead of buy-and-hold on 107 of 500 days (21.4%). Its widest lead was $3,650 on 2025-02-27; its widest deficit was −$16,169 on 2026-06-02.

Wheel P&L peaked at $12,156 on 2026-08-04 and bottomed at −$7,650 on 2025-04-08. Buy-and-hold peaked at $24,552 on 2026-10-06 and bottomed at −$9,808 on 2025-04-08.

Of 51 priced entries, 10 used Black-Scholes fills from implied volatility, 27 used historical option bars, and 14 used Black-Scholes fills from realized volatility. The engine flagged this run as using modeled fills.

Month by month

MonthWheel P&LWheel change in monthBuy-and-hold P&LWheel minus holdWheel below peakHold below peak
2024-11$552—−$440$992$0$440
2024-12$1,142$590−$291$1,433$0$2,694
2025-01$2,011$868$815$1,196$0$1,588
2025-02$580−$1,431−$597$1,177$1,683$3,135
2025-03−$2,364−$2,943−$4,522$2,158$4,626$7,060
2025-04−$1,792$572−$3,867$2,075$4,055$6,405
2025-05−$783$1,009$497−$1,280$3,046$2,041
2025-06−$509$274$3,750−$4,259$2,772$0
2025-07−$73$436$5,087−$5,160$2,336$313
2025-08$677$750$5,626−$4,949$1,586$994
2025-09$1,119$442$8,623−$7,504$1,143$183
2025-10$2,247$1,128$11,493−$9,246$15$670
2025-11$5,345$3,098$10,511−$5,166$0$1,652
2025-12$5,565$220$10,017−$4,452$207$2,146
2026-01$6,951$1,386$10,773−$3,822$0$1,390
2026-02$7,087$136$9,315−$2,228$939$2,848
2026-03$5,543−$1,544$6,304−$761$2,483$5,859
2026-04$5,818$275$15,360−$9,542$3,026$0
2026-05$7,033$1,215$22,417−$15,384$1,811$0
2026-06$9,424$2,391$22,226−$12,802$0$976
2026-07$8,570−$854$17,385−$8,815$1,450$5,817
2026-08$10,216$1,646$20,262−$10,046$1,940$2,940
2026-09$11,006$790$22,563−$11,557$1,150$769
2026-10$7,485−$3,521$17,635−$10,150$4,671$6,917
2026-11$4,046−$3,439$14,196−$10,150$8,110$10,356

Cash-secured puts

Trades
40
Assignments
5 (12.5%)
Simulated premium
$16,882
Avg premium
$422

Covered calls

Trades
11
Called away
4 (36.4%)
Simulated premium
$5,054
Stock / assignment P&L
−$10,000

How QQQ compares

18 of 45 snapshots show simulated wheel P&L above buy-and-hold over their windows. QQQ is not one of them.

Simulated premium equals 183.8% of the combined wheel P&L here; the median across snapshots with positive wheel P&L is 238.8%.

Compared with its index and broad sector ETF peers DIA, IWM, SPY and XLI, QQQ sits below the peer median put assignment rate of 14.8%. 2 of those 4 peers had simulated wheel P&L above buy-and-hold, while QQQ did not.

The separate 21-Day Rule study for QQQ uses a longer 35 DTE recipe, so it is not additive to this snapshot. On that study the managed arm finished +3.4 pp ahead of holding to expiry, against a median of +2.0 pp across tickers.

MetricQQQFamily medianRank (highest first unless noted)
Put assignment rate12.5%31.0%42nd of 45
Simulated premium$21,936$10,12812th of 45
Wheel P&L$11,936$2,8287th of 45
Buy-and-hold P&L$14,196$3,9014th of 45
Wheel minus buy-and-hold−$2,260−$49533rd of 45
TickerPut assignmentPremiumWheel P&LBuy-and-hold P&LOutcome
QQQ12.5%$21,936$11,936$14,196Wheel behind
DIA11.4%$9,243$5,743$7,211Wheel behind
IWM20.0%$10,257$3,757$3,555Wheel ahead
SPY10.5%$14,816$11,316$13,710Wheel behind
XLI18.2%$4,742$4,992$2,058Wheel ahead

QQQ 21-Day Rule study — the other published study on this ticker.

Problem

A snapshot is not a custom backtest

One fixed recipe: no price tape, no trade list, and model fills where quotes were missing

Solution

What this simulation produced

Window

Requested 2024-11-08–2026-11-08; actual 2024-11-08–2026-11-06.

Limitations

Premiums may include model fills (BSM/IV) when market quotes were missing.

Pricing sources: 10 IV / 27 bar / 14 HV

  • Simulated public wheel tool: no commissions, fees, or slippage.
  • Assignment and call-away settled on underlying close at expiry (not option mid marks mid-life).
  • Some entry premiums used synthetic BSM pricing (IV or realized vol) rather than historical option bars.

Frequently Asked Questions

Everything you need to know about getting started

Did QQQ collect this premium?

No. The $21,936 is simulated premium, not cash collected.

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