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Choose an investing question.

Scan the plain conclusion here. Open any article for the fair comparison, the evidence and what it does not prove.

Published investing answers

Stock trading rules

Does buying 3% dips in Nasdaq-100 stocks beat holding QQQ?

The trades make money and the rule is not curve-fit, but the money is at work only 4% of the time, so the account grew 6% a year against 16% for QQQ.

Average trade after costs
+1.0%
$10,000 by 2026, rule vs QQQ
$33k vs $188k

Rebalancing

Does rebalancing pairs beat holding?

Daily rebalancing lost to holding the same funds after modeled costs. Trading only after a larger drift helped slightly; both rules trailed QQQ.

Drift pairs, latest period
12.8%/yr
QQQ, same period
19.3%/yr

FIRE calculators

Which FIRE calculator should I use?

Choose a tool for the decision in front of you: a quick FIRE number, historical survival, a detailed financial plan, or what the portfolio should own.

Your question
First
One universal best
No

Retirement planning

How much do I need to retire? Monthly spending table

See the common 4% starting estimate for several monthly spending levels, then test your amount against three portfolio strategies.

$2,000 a month
$600k
$10,000 a month
$3m

Retirement planning

How much do I need to retire on $5,000 a month?

A common starting estimate is $1.5 million before taxes and other income. A longer retirement or lower starting withdrawal raises the target.

At a 4% start
$1.5m
At a 3% start
$2m

Seasonality

Does QQQ usually fall before a US midterm election?

No. The available QQQ history does not show a dependable midterm-autumn pattern: 50% of midterm autumns had a 10% fall, versus 43% of other autumns.

Midterm autumns
3 of 6
Other autumns
9 of 21

Retirement income

Can $4 million pay $13,000 a month forever?

Four percent gives $160,000 in the first year. The usual rule tests a finite retirement—not an endless payment or untouched principal.

4% in the first year
$160k
Forever guarantee
None

Retirement income

Can I retire with $2 million?

$2 million can fund an $80,000 first-year withdrawal under the 4% starting rule. See what decides whether that is enough for your retirement.

4% first withdrawal
$80k
2024 US median
$83,730

Compound growth

How much could $800,000 be worth in 20 years?

At SPY's historical average, a smooth comparison reaches about $6.24 million after 20 years. Reaching $10 million needs 13.5% a year.

20-year target needs
13.5% a year
25-year target needs
10.6% a year

Withdrawal rules

Can I retire with $1 million?

$1 million supports a $40,000 first-year withdrawal under the 4% starting rule. See what else decides whether it is enough for you.

Tested horizon
30 years
Principal guarantee
None

Strategy test 001

SPY-guarded QQQ

A monthly rule used SPY’s past returns to choose between QQQ and cash. It grew more and fell less than always holding QQQ in this 25-year historical backtest, but one period is not enough to choose a retirement strategy.

History tested
July 2001–June 2026
Result
Promising, not proven

Strategy test 002

SPY return-consistency

A monthly rule moved between SPY and T-bills. It grew more and fell less than always holding SPY in this 32-year backtest, but its entire advantage came from two crisis periods.

History tested
February 1994–June 2026
Result
Promising, less tested

Strategy test 003

Can holding SPY fund my early retirement?

SPY grew far faster than inflation in the direct fund history. The retirement test shows how much monthly spending survived when the same record was started and rearranged in different ways.

History tested
February 1993–June 2026
Result
Strong baseline, severe drawdowns

Strategy test 004

90/10 SPY and T-bills portfolio: returns and retirement test

Compare a 90/10 SPY and T-bills portfolio with holding SPY. The cash cushion reduced the worst fall but also reduced long-run growth, and improved the conservative 30-year withdrawal threshold by only 0.1 percentage point.

History tested
February 1993–June 2026
Result
Smaller falls, modest FIRE benefit

Strategy test 006

Does keeping 10% in T-bills make QQQ safer for retirement?

Compare 90% QQQ and 10% T-bills with holding QQQ, see the growth-versus-protection trade, and test your own retirement.

History tested
April 1999–June 2026
Result
Small tested withdrawal benefit

Strategy test 007

Can holding QQQ fund my early retirement?

See how QQQ grew after inflation, why its deep falls matter while withdrawing, and test QQQ with your own retirement numbers.

History tested
April 1999–June 2026
Result
Lower tested withdrawal threshold

Strategy test 008

Can drawdown-scaled QQQ leverage fund early retirement?

See whether adding more 2x QQQ exposure after deeper declines improved recovery, drawdowns, and retirement withdrawals.

History tested
April 1999–June 2026
Result
No tested withdrawal benefit

Strategy test 009

QQQ moving-average strategy: returns and retirement test

See how a QQQ moving-average strategy changed returns and drawdowns, whether it supported retirement withdrawals, and test it with your own FIRE numbers.

History tested
April 2000–June 2026
Result
Higher tested withdrawal threshold

Strategy test 010

Can a prefunded cash pot make QQQ safer to retire on?

See whether keeping up to 12 months of spending in T-bills reduced forced QQQ sales and helped fund retirement withdrawals.

History tested
April 1999–June 2026
Result
Small tested withdrawal benefit

Strategy test 011

Can limited leverage help QQQ recover from deep falls?

See whether briefly raising Nasdaq exposure to at most 1.10 times after a deep QQQ fall improved retirement withdrawals.

History tested
April 1999–June 2026
Result
No tested withdrawal benefit

Strategy test 012

Can QQQ's return consistency make retirement safer?

See whether changing QQQ exposure after strong and weak 12-month records improved growth, drawdowns, and retirement withdrawals.

History tested
April 2000–June 2026
Result
Higher tested withdrawal threshold

Strategy test 013

Does adding 25% SMH improve a QQQ retirement portfolio?

Compare 75% QQQ and 25% SMH with holding QQQ, understand the concentration trade, and test your retirement.

History tested
July 2000–June 2026
Result
Small tested withdrawal benefit

Strategy test 014

Can a 12-month semiconductor breakout rule fund retirement?

See what happened when an SMH strategy bought new 12-month highs, moved to T-bills at new lows, and funded regular withdrawals.

History tested
July 2001–June 2026
Result
Lower tested withdrawal threshold

Strategy test 019

Can SPY help decide when to hold semiconductor stocks?

See whether an SPY return-consistency signal improved an SMH semiconductor strategy and helped support retirement withdrawals.

History tested
July 2000–June 2026
Result
Higher tested withdrawal threshold

Strategy test 020

Can a moving-average guard make SPY safer for retirement?

Compare an SPY moving-average guard with holding SPY, see when it reduced risk, and test your own retirement numbers.

History tested
February 1994–June 2026
Result
Higher tested withdrawal threshold

Strategy test 022

Can a signal-paused cash pot make SPY withdrawals safer?

See whether building a T-bill spending pot only during stronger SPY periods improved retirement withdrawals.

History tested
February 1994–June 2026
Result
Small tested withdrawal benefit

Strategy test 023

Does adding 25% SMH improve a SPY retirement portfolio?

Compare 75% SPY and 25% SMH with holding SPY, see the return and drawdown trade, and test your retirement numbers.

History tested
July 2000–June 2026
Result
Lower tested withdrawal threshold

Strategy family

Can trading S&P 500 dips fund early retirement?

One dip-buying rule, five ways to run it. On its own it grew 11.7% a year with a 7% deepest fall; inside a guarded QQQ holding, 23.6% a year with a 30% fall, in a record that starts in 2004.

History tested
July 2004–June 2026
Result
Compared, not recommended

Fund distributions

OVL distribution history: what the 10.41% rate means

The August payout was estimated as 100% return of capital. That makes it different from a dividend yield or a sustainable spending rate.

Latest distribution
$0.4944
30-day SEC yield
0.94%

Withdrawal rules

Does the 4% rule still work?

Both figures can be honest. Morningstar's model produces both when its return assumptions and stock allocation change.

At 3.9%
$1.026m
At 4.7%
$851k

Archived project

The completed tools remain available. No further development is planned.

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