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The week's question
In March 2025, in the thread "Re: OT, out", Umm asked the members: "Do you think it is because America is made up of magical soil that makes businesses based in America magically profitable?" This week it is put to everyone again. The button below opens the small thread re-asking it - read what others have said so far, then give your own answer as an ordinary reply.
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Investment Strategies / Mechanical Investing
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Author: lizgdal ✶☼  😊 😞
Number: of 6243 
Subject: Leverage and GTR1
Date: 08/16/26 8:06 PM
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No. of Recommendations: 8
The Ultra S&P500 2X ETF (SSO) can be replicated using the GTR1 Basic Blender (gSSO). Recent annual results track closely:

Year   SSO   gSSO
2016 21.6 19.9
2017 44.4 43.7
2018 -14.6 -14.7
2019 63.5 62.6
2020 21.5 22.0
2021 60.6 58.3
2022 -39.0 -39.3
2023 46.7 46.1
2024 43.5 43.8

avg 27.6 26.9
sd 34.6 34.3


gSSO uses 2.235% margin premium.

gtr1.net: GTR1 Basic Blender - gSSO

Leverage strategies are sensitive to the rebalancing frequency. The Ultra S&P500 2X ETF (SSO) rebalances daily. This avoids total wipeouts, as a 50% daily decline in the S&P 500 is very unlikely. The rebalance frequency can be changed in the GTR1 Basic Blender. The longest backtest shows gSSO_r63 sometimes going broke (SAWR is negative, GSD is nan). Results from 19251231 to 20251128:

  Screen   CAGR  SAWR  GSD  LDDD3    MDD   Sharpe
S5T 10.3 5 21 13 -85 0.44
gSSO 11.3 2 46 28 -99 0.38
gSSO_r21 10.9 2 48 29 -99 0.38
gSSO_r63 10.4 -4 nan 32 -99 0.36
gSSO_r254 nan -94 nan 26 -80266 0.07


gSSO is daily rebalance.
gSSO_r21 is monthly rebalance.
gSSO_r63 is quarterly rebalance.
gSSO_r254 is annual rebalance

Recent results show the annual rebalance sometimes going broke. Results from 20060621 to 20251128:

  Screen   CAGR  SAWR  GSD  LDDD3  MDD  Sharpe
S5T 11.3 8 18 11 -55 0.65
gSSO 14.8 6 41 24 -84 0.55
gSSO_r21 15.6 7 42 24 -84 0.57
gSSO_r63 15.8 6 44 25 -86 0.57
gSSO_r254 12.8 -67 nan 14 -48 0.68


The risk metrics (GSD and LDDD3) are more than double for gSSO compared to S5T, but the CAGR does not double, because of margin costs and volatility drag. gSSO CAGR is lowered by about 3 from margin costs, and about 5 from extra volatility drag. Recent CAGR for gSSO is about:

2x base CAGR - 2.6 margin - 5.2 drag = 22.6 - 7.8 = 14.8

=== repost of an earlier message ===

Author: rgearyiii
Subject: Re: How to go with SSO
Date: 1/16/2014
You can actually create an approximation of a 2x leveraged S&P500 ETF back to 1974. ...

[Results from 20060621 to 20140114]:

              gSSO     SSO
CAGR: 6.68 6.68
TR: 62.74 62.74
GSD(20): 55.06 55.33
DD(20): 43.55 43.9
MDD: -84.08 -84.66
UI(20): 41.49 41.99
Sharpe(20): 0.36 0.36
Beta(20): 1.95 1.95
TI(20): 7.35 7.37
AT: 3.22 0


The match between gSSO and SSO looks impressive, but that`s mainly because I tuned the margin premium (the percentage points of interest above the Cash yield paid on short positions, including Cash itself) to get CAGRs to match, which happened at 2.235%. I doubt that State Street Global Advisors pays that much in margin premium, but since gSPY beat SSO by 0.4%, we`d expect gSSO to beat SSO by 0.8% without some sort of penalty. As for why gSSO does not have much of a higher CAGR than gSPY, that`s easily explained by high margin interest rates in the 1970s and 1980s...

gSSO with klouche`s timing (8) loses to gSPY with no timing (1) from 1974 to the present by both Sharpe ratio and maximum drawdown. It`s probably extremely difficult for any strategy involving leverage to look good in the 1970s and 1980s due to high interest rates. But it`s probably also a bit of a lesson in the dangers of curve-fitting and short backtests of timing strategies. ...
https://yorickm.com/Message.php?pid=31069253

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This community has written 6,224 posts about Mechanical Investing. The article-length ones it recommended most:
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