<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Monte Carlo on Korea Invest Insights</title><link>https://koreainvestinsights.com/tags/monte-carlo/</link><description>Recent content in Monte Carlo on Korea Invest Insights</description><generator>Hugo -- gohugo.io</generator><language>en</language><lastBuildDate>Sat, 20 Jun 2026 02:25:19 +0900</lastBuildDate><atom:link href="https://koreainvestinsights.com/tags/monte-carlo/feed.xml" rel="self" type="application/rss+xml"/><item><title>How Rare Is It To Beat The Pure KOSPI Benchmark In This Narrow Market?</title><link>https://koreainvestinsights.com/post/kospi-benchmark-hard-to-beat-narrow-market-monte-carlo-2026-06-20/</link><pubDate>Sat, 20 Jun 2026 10:30:00 +0900</pubDate><guid>https://koreainvestinsights.com/post/kospi-benchmark-hard-to-beat-narrow-market-monte-carlo-2026-06-20/</guid><description>
 &lt;blockquote&gt;
 &lt;p&gt;Context&lt;br&gt;
This is a follow-up to our narrow-market, foreign-flow and semiconductor relative-alpha work. Related hub: &lt;a class="link" href="https://koreainvestinsights.com/page/exclusive-analysis-hub/" &gt;Exclusive Analysis Hub&lt;/a&gt;.&lt;/p&gt;

 &lt;/blockquote&gt;
&lt;h2 id="tldr"&gt;TL;DR
&lt;/h2&gt;&lt;ul&gt;
&lt;li&gt;Korea looks like a roaring bull market at the index level. As of June 19, 2026, KOSPI traded around the 9,050 level and was up roughly 115% YTD.&lt;/li&gt;
&lt;li&gt;Under the index, the market is extremely narrow. In our proprietary 2,730-stock Korea dataset, the median stock return was &lt;strong&gt;-7.6%&lt;/strong&gt;, only &lt;strong&gt;37%&lt;/strong&gt; of names were up, and only about &lt;strong&gt;30%&lt;/strong&gt; traded above their 200-day moving average.&lt;/li&gt;
&lt;li&gt;Monte Carlo simulations show how hard the pure KOSPI benchmark was to beat. A random equal-weight 20-stock portfolio beat KOSPI only &lt;strong&gt;1.0%&lt;/strong&gt; of the time. A 30-stock version beat it only &lt;strong&gt;0.5%&lt;/strong&gt; of the time.&lt;/li&gt;
&lt;li&gt;Turnover-weighted portfolios did much better, with 10-stock and 30-stock versions beating KOSPI &lt;strong&gt;60.1%&lt;/strong&gt; and &lt;strong&gt;70.8%&lt;/strong&gt; of the time. But that was essentially a concentrated exposure to the most popular mega-cap AI-memory winners.&lt;/li&gt;
&lt;li&gt;The conclusion: in 2026, pure KOSPI is not “the average Korean equity market.” It is closer to a concentrated Samsung Electronics / SK Hynix AI-memory benchmark.&lt;/li&gt;
&lt;/ul&gt;
&lt;div class="thesis-callout"&gt;
 &lt;div class="thesis-callout__label"&gt;Core View&lt;/div&gt;
 &lt;div class="thesis-callout__body"&gt;
 This year's KOSPI was not the average path. It was the narrowest path. Beating it required being heavily and persistently exposed to the Samsung Electronics, SK Hynix and high-turnover AI-memory winner cohort.
 &lt;/div&gt;
&lt;/div&gt;
&lt;h2 id="the-index-and-the-median-stock-diverged"&gt;The Index And The Median Stock Diverged
&lt;/h2&gt;&lt;p&gt;The KOSPI level around 9,050 on June 19 is visible on external index screens such as Investing.com and Trading Economics. KOSDAQ, by contrast, was near 966.6 and up roughly 11% YTD on public screens.&lt;/p&gt;
&lt;p&gt;Our proprietary breadth dataset shows the internal divergence.&lt;/p&gt;
&lt;table&gt;
 &lt;thead&gt;
 &lt;tr&gt;
 &lt;th&gt;Metric&lt;/th&gt;
 &lt;th style="text-align: right"&gt;Value&lt;/th&gt;
 &lt;/tr&gt;
 &lt;/thead&gt;
 &lt;tbody&gt;
 &lt;tr&gt;
 &lt;td&gt;KOSPI YTD&lt;/td&gt;
 &lt;td style="text-align: right"&gt;around +115%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;KOSDAQ YTD&lt;/td&gt;
 &lt;td style="text-align: right"&gt;around +11%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Median Korean stock&lt;/td&gt;
 &lt;td style="text-align: right"&gt;&lt;strong&gt;-7.6%&lt;/strong&gt;&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Advancing-stock ratio&lt;/td&gt;
 &lt;td style="text-align: right"&gt;&lt;strong&gt;37%&lt;/strong&gt;&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Cumulative A-D line&lt;/td&gt;
 &lt;td style="text-align: right"&gt;&lt;strong&gt;-20,391&lt;/strong&gt;&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Stocks above MA200&lt;/td&gt;
 &lt;td style="text-align: right"&gt;&lt;strong&gt;30%&lt;/strong&gt;&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Top-decile return&lt;/td&gt;
 &lt;td style="text-align: right"&gt;&lt;strong&gt;+88% or more&lt;/strong&gt;&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Top-1% return&lt;/td&gt;
 &lt;td style="text-align: right"&gt;&lt;strong&gt;+537% or more&lt;/strong&gt;&lt;/td&gt;
 &lt;/tr&gt;
 &lt;/tbody&gt;
&lt;/table&gt;
&lt;p&gt;The gap between KOSPI and the median Korean stock is roughly 122 percentage points. That is not a normal broad bull market. It is a narrow leadership regime.&lt;/p&gt;
&lt;h2 id="monte-carlo-result"&gt;Monte Carlo Result
&lt;/h2&gt;&lt;p&gt;We simulated random Korean equity portfolios from a 2,730-stock universe, using returns from the start of 2026 to June 19. Each case ran 20,000 trials.&lt;/p&gt;
&lt;table&gt;
 &lt;thead&gt;
 &lt;tr&gt;
 &lt;th&gt;Portfolio type&lt;/th&gt;
 &lt;th style="text-align: right"&gt;Holdings&lt;/th&gt;
 &lt;th style="text-align: right"&gt;Beat KOSPI&lt;/th&gt;
 &lt;th style="text-align: right"&gt;Median portfolio return&lt;/th&gt;
 &lt;/tr&gt;
 &lt;/thead&gt;
 &lt;tbody&gt;
 &lt;tr&gt;
 &lt;td&gt;Equal-weight random&lt;/td&gt;
 &lt;td style="text-align: right"&gt;5&lt;/td&gt;
 &lt;td style="text-align: right"&gt;&lt;strong&gt;5.3%&lt;/strong&gt;&lt;/td&gt;
 &lt;td style="text-align: right"&gt;+2.6%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Equal-weight random&lt;/td&gt;
 &lt;td style="text-align: right"&gt;10&lt;/td&gt;
 &lt;td style="text-align: right"&gt;&lt;strong&gt;2.8%&lt;/strong&gt;&lt;/td&gt;
 &lt;td style="text-align: right"&gt;+9.8%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Equal-weight random&lt;/td&gt;
 &lt;td style="text-align: right"&gt;20&lt;/td&gt;
 &lt;td style="text-align: right"&gt;&lt;strong&gt;1.0%&lt;/strong&gt;&lt;/td&gt;
 &lt;td style="text-align: right"&gt;+14.1%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Equal-weight random&lt;/td&gt;
 &lt;td style="text-align: right"&gt;30&lt;/td&gt;
 &lt;td style="text-align: right"&gt;&lt;strong&gt;0.5%&lt;/strong&gt;&lt;/td&gt;
 &lt;td style="text-align: right"&gt;+15.9%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Turnover-weighted&lt;/td&gt;
 &lt;td style="text-align: right"&gt;10&lt;/td&gt;
 &lt;td style="text-align: right"&gt;&lt;strong&gt;60.1%&lt;/strong&gt;&lt;/td&gt;
 &lt;td style="text-align: right"&gt;+127%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Turnover-weighted&lt;/td&gt;
 &lt;td style="text-align: right"&gt;30&lt;/td&gt;
 &lt;td style="text-align: right"&gt;&lt;strong&gt;70.8%&lt;/strong&gt;&lt;/td&gt;
 &lt;td style="text-align: right"&gt;+131%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;/tbody&gt;
&lt;/table&gt;
&lt;p&gt;Only &lt;strong&gt;7.9%&lt;/strong&gt; of individual stocks beat the KOSPI return threshold.&lt;/p&gt;
&lt;p&gt;The interpretation is straightforward. Diversification reduced benchmark-relative performance because the benchmark itself was heavily concentrated in a tiny winner cohort. Turnover weighting did better because it leaned into the same crowded winners that drove the index.&lt;/p&gt;
&lt;h2 id="what-it-means"&gt;What It Means
&lt;/h2&gt;&lt;p&gt;An active account lagging pure KOSPI in 2026 was not necessarily a failed account. It may have simply avoided the extreme concentration embedded in the benchmark.&lt;/p&gt;
&lt;p&gt;The right evaluation has three layers:&lt;/p&gt;
&lt;table&gt;
 &lt;thead&gt;
 &lt;tr&gt;
 &lt;th&gt;Layer&lt;/th&gt;
 &lt;th&gt;Question&lt;/th&gt;
 &lt;/tr&gt;
 &lt;/thead&gt;
 &lt;tbody&gt;
 &lt;tr&gt;
 &lt;td&gt;Absolute return&lt;/td&gt;
 &lt;td&gt;Did the account make money?&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Median-stock comparison&lt;/td&gt;
 &lt;td&gt;Did it beat the typical Korean stock?&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Pure KOSPI comparison&lt;/td&gt;
 &lt;td&gt;Did it beat the mega-cap AI-memory benchmark?&lt;/td&gt;
 &lt;/tr&gt;
 &lt;/tbody&gt;
&lt;/table&gt;
&lt;p&gt;Those are different questions. A diversified account could do very well in absolute terms and still lag pure KOSPI.&lt;/p&gt;
&lt;h2 id="final-view"&gt;Final View
&lt;/h2&gt;&lt;p&gt;In 2026, beating the pure KOSPI benchmark required more than good stock picking. It required concentration in the narrow mega-cap AI-memory path, early entry and long holding periods. Diversification was not wrong, but it carried a relative-performance cost.&lt;/p&gt;
&lt;p&gt;Coverage: proprietary 2,730-stock Korea dataset, price returns from the start of 2026 to June 19, 2026, and 20,000 Monte Carlo trials per portfolio structure. External index levels checked against &lt;a class="link" href="https://www.investing.com/indices/kospi-historical-data" target="_blank" rel="noopener"
 &gt;Investing.com&lt;/a&gt;, &lt;a class="link" href="https://tradingeconomics.com/south-korea/stock-market" target="_blank" rel="noopener"
 &gt;Trading Economics&lt;/a&gt;, &lt;a class="link" href="https://finance.yahoo.com/quote/%5EKQ11/" target="_blank" rel="noopener"
 &gt;Yahoo Finance KOSDAQ&lt;/a&gt; and &lt;a class="link" href="https://www.marketwatch.com/investing/index/kq11?countrycode=xx" target="_blank" rel="noopener"
 &gt;MarketWatch KOSDAQ&lt;/a&gt;.&lt;/p&gt;</description></item></channel></rss>