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    <title>Forem: Kiwon Song</title>
    <description>The latest articles on Forem by Kiwon Song (@kiwon_song_1a5298f771b9ef).</description>
    <link>https://forem.com/kiwon_song_1a5298f771b9ef</link>
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      <title>Forem: Kiwon Song</title>
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      <title>Korean Stocks Up 3x in a Year. Where Does This End? Data on TSMC, Samsung, SK Hynix, Micron, AMD</title>
      <dc:creator>Kiwon Song</dc:creator>
      <pubDate>Mon, 11 May 2026 18:15:48 +0000</pubDate>
      <link>https://forem.com/kiwon_song_1a5298f771b9ef/semiconductor-stocks-tsmc-samsung-sk-hynix-micron-amd-5-years-of-data-eog</link>
      <guid>https://forem.com/kiwon_song_1a5298f771b9ef/semiconductor-stocks-tsmc-samsung-sk-hynix-micron-amd-5-years-of-data-eog</guid>
      <description>&lt;p&gt;May 12, 2026 · 7 min read · Originally posted on &lt;a href="https://stockdigging.com/en/blog/compare-semiconductor-companies" rel="noopener noreferrer"&gt;stockdigging.com&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;📌 All figures in this article are &lt;strong&gt;objective data points&lt;/strong&gt; read directly from the comparison page on stockdigging.com. Nothing here constitutes a &lt;strong&gt;buy or sell recommendation&lt;/strong&gt;. Investment decisions are solely your responsibility.&lt;/p&gt;

&lt;p&gt;Five semiconductor names: TSMC, Samsung Electronics, SK hynix, Micron, AMD. Five years of data. Let's see what the numbers actually say — and at the end, I'll be honest about how the numbers feel to me, sitting in Korea and watching this play out without participating.&lt;/p&gt;

&lt;h2&gt;1. Top of the market cap list — semiconductors are already there&lt;/h2&gt;

&lt;p&gt;Looking at the global market cap leaderboard, &lt;strong&gt;seven of the top 17&lt;/strong&gt; publicly listed companies are semiconductor names — including NVIDIA, which sits above the frame shown below.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fstockdigging.com%2Fblog%2Fcompare-semiconductor-companies-en%2F1.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fstockdigging.com%2Fblog%2Fcompare-semiconductor-companies-en%2F1.png" alt="Global market cap ranking" width="800" height="579"&gt;&lt;/a&gt;&lt;/p&gt;
Global market cap ranking (#6–#17) — TSMC ($2.13T), Broadcom ($2.04T), Samsung ($1.15T), SK hynix ($909.56B), Micron ($840.14B), AMD ($741.96B). NVIDIA sits above this frame.



&lt;ul&gt;
&lt;li&gt;NVIDIA &lt;em&gt;(largest of the seven, above the frame)&lt;/em&gt;
&lt;/li&gt;
&lt;li&gt;TSMC: &lt;strong&gt;$2.13T&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;Broadcom: $2.04T&lt;/li&gt;
&lt;li&gt;Samsung Electronics: $1.15T&lt;/li&gt;
&lt;li&gt;SK hynix: $909.56B&lt;/li&gt;
&lt;li&gt;Micron Technology: $840.14B&lt;/li&gt;
&lt;li&gt;Advanced Micro Devices: $741.96B&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;That's seven out of the top seventeen — over 40% of the global market cap leaderboard.&lt;/p&gt;

&lt;p&gt;NVIDIA sits above the frame of this image. The five names tracked from here on are TSMC, Samsung, SK hynix, Micron, and AMD.&lt;/p&gt;

&lt;h2&gt;2. Year-to-date — four out of five are up triple digits&lt;/h2&gt;

&lt;p&gt;Through May 2026, YTD cumulative returns:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fstockdigging.com%2Fblog%2Fcompare-semiconductor-companies-en%2F2.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fstockdigging.com%2Fblog%2Fcompare-semiconductor-companies-en%2F2.png" alt="YTD cumulative return" width="800" height="416"&gt;&lt;/a&gt;&lt;/p&gt;
YTD cumulative return — SK hynix +177.70%, Micron +136.76%, Samsung +122.18%, AMD +103.69%, TSMC +28.75%.



&lt;ul&gt;
&lt;li&gt;SK hynix: &lt;strong&gt;+177.70%&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;Micron: &lt;strong&gt;+136.76%&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;Samsung Electronics: &lt;strong&gt;+122.18%&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;AMD: +103.69%&lt;/li&gt;
&lt;li&gt;TSMC: +28.75%&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;For context, the KOSPI is up +81.51% YTD and the S&amp;amp;P 500 is up +7.88%. Four of the five names sit above both benchmarks; TSMC sits between the KOSPI and the S&amp;amp;P 500.&lt;/p&gt;

&lt;h2&gt;3. Three-year view — SK hynix and Micron lead the group&lt;/h2&gt;

&lt;p&gt;Zooming out to 2023 → 2026:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fstockdigging.com%2Fblog%2Fcompare-semiconductor-companies-en%2F3.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fstockdigging.com%2Fblog%2Fcompare-semiconductor-companies-en%2F3.png" alt="3Y cumulative return" width="800" height="417"&gt;&lt;/a&gt;&lt;/p&gt;
3Y cumulative return — SK hynix +2,055.96%, Micron +1,140.97%, TSMC +383.79%, AMD +378.84%, Samsung +345.40%.



&lt;ul&gt;
&lt;li&gt;SK hynix: &lt;strong&gt;+2,055.96%&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;Micron: &lt;strong&gt;+1,140.97%&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;TSMC: +383.79%&lt;/li&gt;
&lt;li&gt;AMD: +378.84%&lt;/li&gt;
&lt;li&gt;Samsung Electronics: +345.40%&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;SK hynix is up roughly 20x. Micron more than 11x. The other three are between 4.4x and 4.8x. Next, the revenue and operating income figures.&lt;/p&gt;

&lt;h2&gt;4. Revenue — Samsung leads every year&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fstockdigging.com%2Fblog%2Fcompare-semiconductor-companies-en%2F4.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fstockdigging.com%2Fblog%2Fcompare-semiconductor-companies-en%2F4.png" alt="5-year revenue" width="800" height="361"&gt;&lt;/a&gt;&lt;/p&gt;
5-year revenue bar chart. Samsung's bar is the tallest every year. FY2025: Samsung $226.87B, TSMC $124.15B, SK hynix $66.07B, Micron $37.38B, AMD $34.64B.



&lt;p&gt;Samsung Electronics has the tallest revenue bar in every year of the five-year window. FY2025 figures:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Samsung: &lt;strong&gt;$226.87B&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;TSMC: $124.15B&lt;/li&gt;
&lt;li&gt;SK hynix: $66.07B&lt;/li&gt;
&lt;li&gt;Micron: $37.38B&lt;/li&gt;
&lt;li&gt;AMD: $34.64B&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Samsung's revenue is roughly 1.8x TSMC, 3.4x SK hynix, 6x Micron, and 6.5x AMD.&lt;/p&gt;

&lt;h2&gt;5. Operating income — the picture flips&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fstockdigging.com%2Fblog%2Fcompare-semiconductor-companies-en%2F5.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fstockdigging.com%2Fblog%2Fcompare-semiconductor-companies-en%2F5.png" alt="5-year operating income" width="800" height="291"&gt;&lt;/a&gt;&lt;/p&gt;
5-year operating income chart. TSMC's bar is the tallest in FY2025. SK hynix and Micron show negative op. income in FY2023 and large positives in FY2025.



&lt;p&gt;Move from top line to operating income and the rankings change:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;FY2023 was the trough year — SK hynix and Micron both posted &lt;strong&gt;negative&lt;/strong&gt; operating income.&lt;/li&gt;
&lt;li&gt;In FY2025, TSMC's operating income bar is the tallest in the chart.&lt;/li&gt;
&lt;li&gt;SK hynix moved from a loss in FY2023 to a large positive in FY2025.&lt;/li&gt;
&lt;li&gt;Samsung's FY2025 op. income bar is shorter than TSMC's, despite Samsung's larger revenue.&lt;/li&gt;
&lt;li&gt;AMD's op. income bar is the smallest among the five in FY2025.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;On the operating income line, Samsung's lead from the revenue chart disappears. TSMC, SK hynix, and Micron post higher operating margins (53.25%, 48.59%, 48.52%) than Samsung (13.07%) and AMD (10.67%).&lt;/p&gt;

&lt;h2&gt;6. The full metric snapshot&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fstockdigging.com%2Fblog%2Fcompare-semiconductor-companies-en%2F6.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fstockdigging.com%2Fblog%2Fcompare-semiconductor-companies-en%2F6.png" alt="Full comparison table" width="800" height="1000"&gt;&lt;/a&gt;&lt;/p&gt;
Full comparison table across Size, Value, Profitability, Financial Health. Leaders are marked with ✓ in each row.



&lt;p&gt;Per-name analysis of the same table follows in §7.&lt;/p&gt;

&lt;h2&gt;7. Strengths and weaknesses&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;TSMC — most profitable, most cash. Weakest YTD.&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Op margin 53.25%&lt;/strong&gt;, &lt;strong&gt;net income $55.99B&lt;/strong&gt; — both highest.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Cash $89.03B&lt;/strong&gt;, &lt;strong&gt;FCF $35.41B&lt;/strong&gt; — both largest.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;EV/EBITDA 23.42x&lt;/strong&gt;, &lt;strong&gt;Net Debt/EBITDA 0.39x&lt;/strong&gt; — both lowest.&lt;/li&gt;
&lt;li&gt;Weakness: &lt;strong&gt;YTD +28.75%&lt;/strong&gt; — lowest of the five.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Samsung — largest by scale, lowest per-dollar profitability.&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Revenue $226.87B&lt;/strong&gt; (1.8x TSMC), largest total assets and workforce.&lt;/li&gt;
&lt;li&gt;Weakness: &lt;strong&gt;Op margin 13.07%, ROE 10.36%&lt;/strong&gt; — bottom half of the group.&lt;/li&gt;
&lt;li&gt;Bright spot: &lt;strong&gt;P/B 4.46x&lt;/strong&gt; — lowest, the cheapest on price-to-book.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;SK hynix — strongest returns and cheapest P/E. Highest leverage.&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;3Y +2,055.96%&lt;/strong&gt;, &lt;strong&gt;YTD +177.70%&lt;/strong&gt; — both highest.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Op margin 48.59%, ROE 35.57%, P/E 31.89x&lt;/strong&gt; (lowest) — profitable and still cheap after a 20x run.&lt;/li&gt;
&lt;li&gt;Weakness: &lt;strong&gt;debt ratio 48.43%&lt;/strong&gt; — highest of the five.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Micron — strongest growth and ROE. Smallest absolute earnings.&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Revenue growth 85.55%, ROE 40.84%, PEG 0.40x&lt;/strong&gt; — all best-in-group.&lt;/li&gt;
&lt;li&gt;Catch: &lt;strong&gt;net income $8.54B, FCF $1.67B&lt;/strong&gt; — smallest of the five.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;AMD — cleanest balance sheet. Highest valuation, weakest profitability.&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Debt ratio 22.11%, current ratio 2.85x&lt;/strong&gt; — safest balance sheet of the five.&lt;/li&gt;
&lt;li&gt;Disconnect: &lt;strong&gt;P/E 170.53x&lt;/strong&gt; (5x the others), &lt;strong&gt;ROE 7.18%, Op margin 10.67%&lt;/strong&gt; — both lowest.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Cross-reference — revenue growth lines up with 3-year return&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;By FY2025 revenue growth: Micron (85.55%) → SK hynix (46.76%) → AMD (34.34%) → TSMC (31.35%) → Samsung (10.88%).&lt;/li&gt;
&lt;li&gt;By 3Y return: SK hynix (+2,055.96%) → Micron (+1,140.97%) → TSMC (+383.79%) → AMD (+378.84%) → Samsung (+345.40%).&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Top and bottom match; the middle reshuffles.&lt;/strong&gt;&lt;/li&gt;
&lt;li&gt;Operating margin doesn't follow — TSMC has the highest margin but the lowest YTD.&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;So… is anything still cheap here?&lt;/h2&gt;

&lt;p&gt;The data tells a different story for each name:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;TSMC&lt;/strong&gt;: highest operating margin, largest cash, lowest EV/EBITDA, lowest YTD return. Market cap $2.13T.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Samsung Electronics&lt;/strong&gt;: largest revenue and assets, lowest P/B (4.46x), highest FCF Yield (2.24%). Operating margin 13.07% and ROE 10.36% — in the lower half of the group.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;SK hynix&lt;/strong&gt;: highest 3Y return (+2,055.96%), lowest P/E (31.89x). Highest debt ratio (48.43%).&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Micron&lt;/strong&gt;: highest ROE (40.84%) and revenue growth (85.55%), lowest PEG (0.40x). Smallest absolute net income ($8.54B) and FCF ($1.67B) in the group.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;AMD&lt;/strong&gt;: lowest debt ratio (22.11%). P/E 170.53x — the highest in the group.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Five names, five different profiles. On traditional value multiples (P/E, P/B, EV/EBITDA), SK hynix, Samsung, and TSMC sit at the lower end of the group, while Micron and AMD trade at higher multiples — Micron with a PEG of 0.40x, AMD with a P/E of 170.53x.&lt;/p&gt;

&lt;p&gt;And here's the personal part. I'm Korean. I'm not an investor — I'm hooked on vibe coding and busy building a stock website while watching all of this happen. Most of the move came in roughly the last year — the KOSPI itself is up more than 3x in that window.&lt;/p&gt;

&lt;p&gt;Korea right now is obsessed with stocks. It's the topic at lunch, on the subway. Almost everyone I know is buying, and most of them keep buying more. The FOMO is real, and I don't pretend it isn't.&lt;/p&gt;

&lt;p&gt;🤔 What's your read on these five? Look at the data on &lt;a href="https://stockdigging.com/en/compare?items=TSM%3AUS%2C005930%3AKR%2C000660%3AKR%2CMU%3AUS%2CAMD%3AUS" rel="noopener noreferrer"&gt;stockdigging.com/compare&lt;/a&gt; and decide for yourself. No targets, no recommendations — just numbers.&lt;/p&gt;




&lt;p&gt;
Tags: &lt;code&gt;semiconductors&lt;/code&gt; &lt;code&gt;stocks&lt;/code&gt; &lt;code&gt;data&lt;/code&gt; &lt;code&gt;investing&lt;/code&gt; &lt;code&gt;korea&lt;/code&gt;&lt;br&gt;
Originally published at &lt;a href="https://stockdigging.com/en/blog/compare-semiconductor-companies" rel="noopener noreferrer"&gt;stockdigging.com&lt;/a&gt;.
&lt;/p&gt;



</description>
    </item>
    <item>
      <title>US Top 5 by Market Cap — NVIDIA, Alphabet, Apple, Microsoft, Amazon: The Numbers Tell a Different Story</title>
      <dc:creator>Kiwon Song</dc:creator>
      <pubDate>Fri, 08 May 2026 16:24:37 +0000</pubDate>
      <link>https://forem.com/kiwon_song_1a5298f771b9ef/us-top-5-by-market-cap-nvidia-alphabet-apple-microsoft-amazon-the-numbers-tell-a-different-56c1</link>
      <guid>https://forem.com/kiwon_song_1a5298f771b9ef/us-top-5-by-market-cap-nvidia-alphabet-apple-microsoft-amazon-the-numbers-tell-a-different-56c1</guid>
      <description>&lt;blockquote&gt;
&lt;p&gt;📌 All figures in this article are objective data points. Nothing here constitutes a buy or sell recommendation. Investment decisions are solely your responsibility.&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;NVIDIA, Alphabet, Apple, Microsoft, Amazon — the five most valuable companies on the US stock market. Their combined market cap is roughly &lt;strong&gt;$20 trillion&lt;/strong&gt;. We all "know" these companies, but lay 31 metrics side by side and the numbers tell a different story than the headlines.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F919od4vwdtk5t89nrhjc.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F919od4vwdtk5t89nrhjc.png" alt="US top 5 by market cap — NVIDIA $5.14T, Alphabet $4.77T, Apple $4.24T, Microsoft $3.13T, Amazon $2.90T." width="800" height="860"&gt;&lt;/a&gt;&lt;/p&gt;




&lt;h2&gt;
  
  
  1-year returns — Alphabet +159%, Microsoft the only one in the red
&lt;/h2&gt;

&lt;p&gt;We start every stock at the same baseline (0%) and chart the cumulative return over the past year.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fjq4a4xy0j5xzttaltz1v.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fjq4a4xy0j5xzttaltz1v.png" alt="Cumulative 1Y returns — Alphabet +159.42%, NVIDIA +80.61%, Apple +47.10%, Amazon +43.70%, Microsoft -2.12%." width="800" height="457"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The standout is &lt;strong&gt;Alphabet at +159.42%&lt;/strong&gt;. Long dismissed as falling behind in AI search and cloud, Google ended up topping this group — driven by Gemini's improvements and a recovery in YouTube and ad revenue.&lt;/p&gt;

&lt;p&gt;At the other end, &lt;strong&gt;Microsoft at -2.12%&lt;/strong&gt; is the only stock in the group that lost ground over the year. The market's read: Azure growth post-Copilot fell short of expectations. NVIDIA's +80.61% is still excellent in absolute terms, but it's only second place here.&lt;/p&gt;

&lt;p&gt;One thing worth pausing on: these are companies with market caps of $3T–$5T each. A $100B company posting +80% in a year would be front-page news. The most-followed, most-institutionally-held companies in the world delivered these returns in a single year. 2025 was clearly not an ordinary year.&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;💡 The Index Comparison tab on StockDigging lets you overlay S&amp;amp;P 500 and NASDAQ on the same chart. A quick check of how much each stock outperformed the broader market.&lt;/p&gt;
&lt;/blockquote&gt;




&lt;h2&gt;
  
  
  Size and value — the most valuable company has the smallest revenue
&lt;/h2&gt;

&lt;p&gt;The metrics table compares all 31 indicators across categories. The best value in each row gets a ✓.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fwyft1267yz8q8ovmr0rm.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fwyft1267yz8q8ovmr0rm.png" alt="Metric comparison — Size and Value sections. Largest market cap NVIDIA $5.14T; revenue, total assets, and headcount all led by Amazon. Lowest PEG: NVIDIA at 0.65x." width="800" height="655"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;On size&lt;/strong&gt;, there's an interesting paradox. NVIDIA leads market cap at $5.14T, but its revenue of $215.94B is the lowest of the five. Revenue is led by Amazon (&lt;strong&gt;$716.92B&lt;/strong&gt;), total assets also Amazon ($818.04B), and headcount also Amazon (1.57 million). Amazon sweeps all three "scale" metrics — yet its market cap of &lt;strong&gt;$2.90T is the smallest of the five&lt;/strong&gt;. A textbook case of "biggest company ≠ most valuable company."&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;On valuation&lt;/strong&gt;, PEG stands out. NVIDIA's PEG of &lt;strong&gt;0.65x&lt;/strong&gt; is the lowest in the group. P/E alone (42.79x) looks expensive, but factoring in 65% revenue growth, it's actually the cheapest on a growth-adjusted basis. On raw P/E, Microsoft at 26.23x is the cheapest.&lt;/p&gt;




&lt;h2&gt;
  
  
  Profitability and financial health
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fcbrzne52ezvqxvfkq7li.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fcbrzne52ezvqxvfkq7li.png" alt="Metric comparison — Profitability, Health, Dividend, Performance sections. Apple ROE 160%, NVIDIA op margin 60% and revenue growth 65%, Apple debt ratio 330%." width="800" height="744"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;On profitability&lt;/strong&gt;, ROE is led by Apple at &lt;strong&gt;159.94%&lt;/strong&gt; — higher than NVIDIA's 104.37%. The reason: decades of buybacks have driven Apple's book equity to extremely low levels, mechanically inflating ROE. On operating margin and revenue growth, NVIDIA dominates with &lt;strong&gt;60.38%&lt;/strong&gt; and &lt;strong&gt;65.47%&lt;/strong&gt; respectively.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;On financial health&lt;/strong&gt;, Apple's debt ratio of &lt;strong&gt;330%&lt;/strong&gt; is by far the highest. That's not a warning sign — Apple generates $98.77B in annual FCF and uses that cash for ongoing buybacks. Leverage here is a deliberate strategy, not a weakness. NVIDIA, by contrast, has a debt ratio of 31.48% and net debt/EBITDA of 0.08x — the cleanest balance sheet in the group.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;On dividends&lt;/strong&gt;, Microsoft leads with a yield of 0.81%, and Alphabet's dividend growth of 38.77% is the highest. Amazon doesn't pay one. Big tech yields are structurally low for a reason — these companies funnel free cash into R&amp;amp;D, infrastructure, and buybacks rather than dividends. If income is your goal, telecom, energy, financials, and REITs are typically the better fit.&lt;/p&gt;




&lt;h2&gt;
  
  
  Revenue trend — Amazon's dominant scale, NVIDIA's vertical climb
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fsnqaqczi4j8kcef54cgo.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fsnqaqczi4j8kcef54cgo.png" alt="Financial time series — Revenue (USD), FY2022–FY2026. Amazon largest in every period; NVIDIA inflects sharply higher from FY2024." width="800" height="377"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Two patterns jump out from the revenue time series. First, &lt;strong&gt;Amazon is the largest by revenue across every period&lt;/strong&gt;, hitting $716.92B in FY2025 — well ahead of #2 Apple at $416.16B. Second, &lt;strong&gt;NVIDIA was the smallest in FY2022–2023&lt;/strong&gt;, then inflects almost vertically from FY2024 onward. AI data center demand rewrote the company's scale in a span of two years — visible directly in the data.&lt;/p&gt;

&lt;p&gt;Alphabet and Microsoft show steady growth. Apple has the largest absolute revenue but the slowest growth, at +10.07%.&lt;/p&gt;




&lt;h2&gt;
  
  
  Try it yourself
&lt;/h2&gt;

&lt;p&gt;The compare feature on &lt;a href="https://stockdigging.com/en" rel="noopener noreferrer"&gt;StockDigging&lt;/a&gt; is free for everyone, no login required. Plug in your own list of stocks and you'll see returns, metrics, and financial trends on a single page.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;&lt;a href="https://stockdigging.com/en/compare?items=NVDA:US,GOOGL:US,AAPL:US,MSFT:US,AMZN:US" rel="noopener noreferrer"&gt;Open the comparison for these 5 stocks →&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Have a stock combination you'd like analyzed, or a metric you wish were included? Feedback is always welcome.&lt;/p&gt;

</description>
      <category>stock</category>
      <category>investing</category>
      <category>finance</category>
      <category>data</category>
    </item>
    <item>
      <title>Stuck Picking Stocks? Composite Ranking + 6 Quick Sort Presets</title>
      <dc:creator>Kiwon Song</dc:creator>
      <pubDate>Thu, 07 May 2026 02:20:45 +0000</pubDate>
      <link>https://forem.com/kiwon_song_1a5298f771b9ef/stuck-picking-stocks-composite-ranking-6-quick-sort-presets-2ilb</link>
      <guid>https://forem.com/kiwon_song_1a5298f771b9ef/stuck-picking-stocks-composite-ranking-6-quick-sort-presets-2ilb</guid>
      <description>&lt;blockquote&gt;
&lt;p&gt;⚠️ &lt;strong&gt;Before we start&lt;/strong&gt;: nothing in this post is a stock recommendation. StockDigging ranks every stock by each metric and sorts them by the lowest sum of those ranks. &lt;strong&gt;A sorted list is not a recommendation.&lt;/strong&gt; It is a data processing result, and it doesn't include any qualitative or external factors.&lt;/p&gt;
&lt;/blockquote&gt;




&lt;h2&gt;
  
  
  1. "How do I find stocks that fit this idea?"
&lt;/h2&gt;

&lt;p&gt;A common question for any stock investor:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;em&gt;"A high-quality company that's also undervalued and growing"&lt;/em&gt;&lt;/li&gt;
&lt;li&gt;&lt;em&gt;"A reliable dividend payer that's not at risk of going bust"&lt;/em&gt;&lt;/li&gt;
&lt;li&gt;&lt;em&gt;"A value stock with low P/B and strong equity"&lt;/em&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Each of these requires &lt;strong&gt;looking at multiple metrics at once&lt;/strong&gt;.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://stockdigging.com/en" rel="noopener noreferrer"&gt;StockDigging&lt;/a&gt; makes that one-click via &lt;strong&gt;Composite Ranking&lt;/strong&gt;.&lt;/p&gt;




&lt;h2&gt;
  
  
  2. How does Composite Ranking work?
&lt;/h2&gt;

&lt;p&gt;The mechanism is simple:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;You pick 2–5 metrics (e.g., ROE, P/E, Revenue Growth)&lt;/li&gt;
&lt;li&gt;Every stock in the market is &lt;strong&gt;ranked by each metric individually&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;Each stock's rank scores are &lt;strong&gt;summed up&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;Stocks are sorted by the &lt;strong&gt;lowest sum first&lt;/strong&gt;
&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Example:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Stock A ranks ROE 5th + P/E 12th + Revenue Growth 30th = sum of 47.&lt;/li&gt;
&lt;li&gt;Stock B ranks ROE 3rd + P/E 50th + Revenue Growth 8th = sum of 61.&lt;/li&gt;
&lt;li&gt;→ A appears above B.&lt;/li&gt;
&lt;/ul&gt;

&lt;blockquote&gt;
&lt;p&gt;💡 Important: this sort is &lt;strong&gt;purely a math operation&lt;/strong&gt;. It does &lt;em&gt;not&lt;/em&gt; mean A is a "better stock" than B — only that &lt;strong&gt;A's combined rank-sum across the chosen metrics is lower&lt;/strong&gt;. If you weigh one metric more heavily, just sort by that single metric.&lt;/p&gt;
&lt;/blockquote&gt;




&lt;h2&gt;
  
  
  3. Quick Sort — when you don't know which metrics to combine
&lt;/h2&gt;

&lt;p&gt;The strength of Composite Ranking is freedom of metric choice. But that's also its weakness:&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;&lt;em&gt;"Out of 31 metrics, which combination is actually meaningful?"&lt;/em&gt;&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;That's why we added &lt;strong&gt;Quick Sort&lt;/strong&gt;: 6 preset investment lenses, each auto-selecting 5 metrics with one click.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fhs543foqf5pmltr9sj4o.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fhs543foqf5pmltr9sj4o.png" alt="Quick Sort — clicking a preset auto-selects 5 metric chips and instantly displays the composite ranking result (example: Quality Growth)" width="800" height="584"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Important&lt;/strong&gt;: these 6 are not "answers" — they're &lt;strong&gt;starting points&lt;/strong&gt;. Begin with a preset and customize from there by adding or removing metrics.&lt;/p&gt;




&lt;h3&gt;
  
  
  3-1. Quality Growth
&lt;/h3&gt;

&lt;p&gt;&lt;strong&gt;Lens&lt;/strong&gt;: sustainable alpha through high entry barriers and operational efficiency&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Metric&lt;/th&gt;
&lt;th&gt;What it captures&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Revenue Growth&lt;/td&gt;
&lt;td&gt;Scalability of the business model&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Op Margin&lt;/td&gt;
&lt;td&gt;Cost-structure efficiency + pricing power&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;ROE&lt;/td&gt;
&lt;td&gt;Profit generation per unit of equity&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;FCF Yield&lt;/td&gt;
&lt;td&gt;Real cash conversion of accounting earnings&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Market Cap&lt;/td&gt;
&lt;td&gt;Industry dominance + institutional liquidity stability&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;blockquote&gt;
&lt;p&gt;Looks for stocks satisfying revenue growth + margin + capital efficiency simultaneously.&lt;/p&gt;
&lt;/blockquote&gt;




&lt;h3&gt;
  
  
  3-2. GARP (Growth at a Reasonable Price)
&lt;/h3&gt;

&lt;p&gt;&lt;strong&gt;Lens&lt;/strong&gt;: balance between growth and value metrics&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Metric&lt;/th&gt;
&lt;th&gt;What it captures&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;PEG&lt;/td&gt;
&lt;td&gt;Price relative to growth (under 1.0 = undervalued)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;P/E&lt;/td&gt;
&lt;td&gt;Price relative to earnings&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Op Margin&lt;/td&gt;
&lt;td&gt;Margin retention from core business&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Debt Ratio&lt;/td&gt;
&lt;td&gt;Financial leverage discipline&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Net Income&lt;/td&gt;
&lt;td&gt;Absolute scale of bottom-line earnings&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;blockquote&gt;
&lt;p&gt;Find growth stocks without overpaying. Peter Lynch's PEG concept is the centerpiece.&lt;/p&gt;
&lt;/blockquote&gt;




&lt;h3&gt;
  
  
  3-3. Cash-Cow
&lt;/h3&gt;

&lt;p&gt;&lt;strong&gt;Lens&lt;/strong&gt;: sustainable shareholder return based on robust cash generation&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Metric&lt;/th&gt;
&lt;th&gt;What it captures&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Dividend Yield&lt;/td&gt;
&lt;td&gt;Direct measure of cash inflow vs. principal&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;FCF Yield&lt;/td&gt;
&lt;td&gt;Self-sustaining dividend payment capacity&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;ROE&lt;/td&gt;
&lt;td&gt;Underlying basis for dividend capacity&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Net Debt/EBITDA&lt;/td&gt;
&lt;td&gt;Debt servicing ability&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Trading Value&lt;/td&gt;
&lt;td&gt;Market liquidity (ease of entry/exit)&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;blockquote&gt;
&lt;p&gt;Targets &lt;strong&gt;sustainable&lt;/strong&gt; dividends, not just high-yield outliers.&lt;/p&gt;
&lt;/blockquote&gt;




&lt;h3&gt;
  
  
  3-4. Blue-Chip
&lt;/h3&gt;

&lt;p&gt;&lt;strong&gt;Lens&lt;/strong&gt;: market dominance + financial soundness&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Metric&lt;/th&gt;
&lt;th&gt;What it captures&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Market Cap&lt;/td&gt;
&lt;td&gt;Firm size&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Net Income&lt;/td&gt;
&lt;td&gt;Absolute earnings scale&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Op Margin&lt;/td&gt;
&lt;td&gt;Competitive edge (margin level)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Debt Ratio&lt;/td&gt;
&lt;td&gt;Capital structure stability&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;ROE&lt;/td&gt;
&lt;td&gt;Capital efficiency retained at maturity&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;blockquote&gt;
&lt;p&gt;For investors who prefer large-cap stability over high-volatility plays.&lt;/p&gt;
&lt;/blockquote&gt;




&lt;h3&gt;
  
  
  3-5. Deep Value
&lt;/h3&gt;

&lt;p&gt;&lt;strong&gt;Lens&lt;/strong&gt;: extreme undervaluation vs. liquidation/intrinsic value&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Metric&lt;/th&gt;
&lt;th&gt;What it captures&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;P/B&lt;/td&gt;
&lt;td&gt;Price relative to book net assets&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Total Equity&lt;/td&gt;
&lt;td&gt;Base capital scale&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Current Ratio&lt;/td&gt;
&lt;td&gt;Short-term debt coverage&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Net Debt/EBITDA&lt;/td&gt;
&lt;td&gt;Insolvency risk filter&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;ROE&lt;/td&gt;
&lt;td&gt;Minimum profitability to dodge value traps&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;blockquote&gt;
&lt;p&gt;Benjamin Graham-style value investing. The point is &lt;strong&gt;filtering out value traps via Current Ratio + ROE&lt;/strong&gt;.&lt;/p&gt;
&lt;/blockquote&gt;




&lt;h3&gt;
  
  
  3-6. Earnings Momentum
&lt;/h3&gt;

&lt;p&gt;&lt;strong&gt;Lens&lt;/strong&gt;: synchronized earnings improvement and price trends&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Metric&lt;/th&gt;
&lt;th&gt;What it captures&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;From 52W High&lt;/td&gt;
&lt;td&gt;Trend strength (proximity to highs)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;30D Return&lt;/td&gt;
&lt;td&gt;Short-term capital inflow velocity&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Revenue Growth&lt;/td&gt;
&lt;td&gt;Business expansion supporting price action&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Net Income&lt;/td&gt;
&lt;td&gt;Qualitative earnings growth&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;ROE&lt;/td&gt;
&lt;td&gt;Capital efficiency acceleration&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;blockquote&gt;
&lt;p&gt;Not pure chart momentum — looks for stocks where &lt;strong&gt;fundamentals and price are moving together&lt;/strong&gt;.&lt;/p&gt;
&lt;/blockquote&gt;




&lt;h2&gt;
  
  
  4. Customize — from preset to your own style
&lt;/h2&gt;

&lt;p&gt;The 6 Quick Sort presets are just &lt;strong&gt;starting points&lt;/strong&gt;.&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Drop Market Cap if size doesn't matter to you, swap in another metric&lt;/li&gt;
&lt;li&gt;Replace Debt Ratio with Net Debt/EBITDA&lt;/li&gt;
&lt;li&gt;Add Dividend Yield to build a "growth + dividend" hybrid&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Metric chips toggle on a single click. Adjust freely on the same screen.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fj16ni5i0445klur4ck17.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fj16ni5i0445klur4ck17.png" alt="Customizing — adding and removing metric chips on top of a preset" width="800" height="735"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Composite Ranking also pairs with &lt;strong&gt;range filters&lt;/strong&gt;. Example: narrow down candidates with "P/E between 5 and 15 + ROE ≥ 10%", then sort that subset by your composite ranking.&lt;/p&gt;




&lt;h2&gt;
  
  
  5. Once more — sorting is not recommending
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;StockDigging does &lt;strong&gt;not&lt;/strong&gt; provide price targets&lt;/li&gt;
&lt;li&gt;StockDigging does &lt;strong&gt;not&lt;/strong&gt; give buy/sell calls&lt;/li&gt;
&lt;li&gt;The 6 Quick Sort strategies are &lt;strong&gt;not "the right answer"&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;Composite Ranking results are &lt;strong&gt;not a recommendation list&lt;/strong&gt;
&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;The tool does exactly one thing: &lt;strong&gt;processes market data and presents it through your chosen lens&lt;/strong&gt;.&lt;/p&gt;




&lt;h2&gt;
  
  
  6. Try it yourself
&lt;/h2&gt;

&lt;p&gt;Open the &lt;a href="https://stockdigging.com/en" rel="noopener noreferrer"&gt;StockDigging home page&lt;/a&gt; and click the &lt;strong&gt;"Quick Sort"&lt;/strong&gt; button above the sort chips. Pick one of the 6 presets, see the result, then adjust to your own taste.&lt;/p&gt;

&lt;p&gt;👉 &lt;strong&gt;&lt;a href="https://stockdigging.com/en" rel="noopener noreferrer"&gt;stockdigging.com/en&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Got feedback or a preset you'd like to see? Let me know.&lt;/p&gt;




&lt;p&gt;&lt;em&gt;Tags: #webdev #investing #finance #productivity&lt;/em&gt;&lt;/p&gt;

</description>
      <category>webdev</category>
      <category>investing</category>
      <category>finance</category>
      <category>productivity</category>
    </item>
    <item>
      <title>[Boost]</title>
      <dc:creator>Kiwon Song</dc:creator>
      <pubDate>Fri, 01 May 2026 14:01:23 +0000</pubDate>
      <link>https://forem.com/kiwon_song_1a5298f771b9ef/-1d62</link>
      <guid>https://forem.com/kiwon_song_1a5298f771b9ef/-1d62</guid>
      <description>&lt;div class="ltag__link--embedded"&gt;
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    </item>
    <item>
      <title>I Built a Stock Screener Because Financial Sites Keep Adding Features I Don't Need</title>
      <dc:creator>Kiwon Song</dc:creator>
      <pubDate>Fri, 01 May 2026 14:01:03 +0000</pubDate>
      <link>https://forem.com/kiwon_song_1a5298f771b9ef/i-built-a-stock-screener-because-financial-sites-keep-adding-features-i-dont-need-4aj0</link>
      <guid>https://forem.com/kiwon_song_1a5298f771b9ef/i-built-a-stock-screener-because-financial-sites-keep-adding-features-i-dont-need-4aj0</guid>
      <description>&lt;p&gt;&lt;strong&gt;Subtitle&lt;/strong&gt;: A clean stock screener for anyone who just wants the data.&lt;/p&gt;







&lt;p&gt;Every time I opened a stock site, the same thought hit me.&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;&lt;em&gt;"More features than ever — so why is it harder to answer a simple question?"&lt;/em&gt;&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;Yahoo Finance, TradingView, Investing.com, Bloomberg. Each is a great tool. Yet every year, more features get added, screens get more crowded, and navigation gets trickier. Meanwhile, a simple question like &lt;em&gt;"Among the top 100 stocks by market cap, who's up the most today?"&lt;/em&gt; takes four clicks and two tabs.&lt;/p&gt;

&lt;p&gt;Information is not the problem. There's too much of it — and it's buried under popups, ad banners, and features I'll never use.&lt;/p&gt;

&lt;p&gt;So I built &lt;a href="https://stockdigging.com/en" rel="noopener noreferrer"&gt;StockDigging&lt;/a&gt; — the simplest way I know to rank, filter, and compare stocks. Just the data you actually need.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fdr7323fwmiv3ddpt2fzt.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fdr7323fwmiv3ddpt2fzt.png" alt="StockDigging home — ranking table, sort chips, and filters all on one screen" width="800" height="645"&gt;&lt;/a&gt;&lt;/p&gt;




&lt;h2&gt;
  
  
  One screen. That's it.
&lt;/h2&gt;

&lt;p&gt;You open the page and everything is there — sort options, filters, and the ranking table. No popups, no ad banners, no notification overlays.&lt;/p&gt;

&lt;p&gt;Sort chips are organized into &lt;strong&gt;8 categories&lt;/strong&gt;: Size, Value, Profitability, Financial Health, Dividend, Performance, Trading, and Flow. Click one chip and the entire table re-ranks. Under a second.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F32edvrb5jztrzuvvyc6j.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F32edvrb5jztrzuvvyc6j.png" alt="Sort chips — 8 categories, one click to re-rank" width="800" height="645"&gt;&lt;/a&gt;&lt;/p&gt;




&lt;h2&gt;
  
  
  31 metrics. Not 100.
&lt;/h2&gt;

&lt;p&gt;Most financial sites list 50–100 metrics. In practice, maybe 5–10 actually drive decisions. I picked &lt;strong&gt;31 and stopped&lt;/strong&gt;.&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Size&lt;/strong&gt; — Market Cap, Revenue, Net Income, Total Assets, Net Assets, Employees&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Value&lt;/strong&gt; — P/E, P/B, PEG, P/S, FCF Yield, EV/EBITDA&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Profitability&lt;/strong&gt; — ROE, Operating Margin, Revenue Growth&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Financial Health&lt;/strong&gt; — Debt Ratio, Total Debt, FCF, Cash on Hand, Current Ratio, Net Debt/EBITDA&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Dividend&lt;/strong&gt; — Dividend Yield, Dividend Growth&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Performance&lt;/strong&gt; — 1D Return, 30D Return, 1Y Return, % from 52W High, MDD&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Trading&lt;/strong&gt; — Volume, Trading Value&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;No clutter. If I need to add one more someday, I'll remove one.&lt;/p&gt;




&lt;h2&gt;
  
  
  Composite Ranking — the feature I use every day
&lt;/h2&gt;

&lt;p&gt;This solves the problem I had most often.&lt;/p&gt;

&lt;p&gt;Say you want a company that's &lt;strong&gt;high quality, undervalued, and growing&lt;/strong&gt;:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;ROE&lt;/strong&gt; — capital efficiency (higher = quality)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;P/E&lt;/strong&gt; — valuation (lower = undervalued)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Revenue Growth&lt;/strong&gt; — momentum (higher = growing)&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;On most sites, you'd look at each metric separately and mentally combine them. Here, select all three chips and the table ranks by their combined score. One click.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ft315fgn1yqwcm462pcvs.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ft315fgn1yqwcm462pcvs.png" alt="Composite Ranking result — three criteria, one ranked table" width="800" height="645"&gt;&lt;/a&gt;&lt;/p&gt;




&lt;h2&gt;
  
  
  Range filter — with the distribution shown
&lt;/h2&gt;

&lt;p&gt;Most range filters are just a min/max box. Mine shows a &lt;strong&gt;distribution histogram&lt;/strong&gt; next to the slider.&lt;/p&gt;

&lt;p&gt;When you set P/E between 10 and 20, you immediately see where that sits in the market — what the median is, where the outliers are, how wide or narrow your filter really is. Filtering stops being a guess and becomes a positional decision.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fx4j0v9od73p418qmotd5.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fx4j0v9od73p418qmotd5.png" alt="Range filter with histogram" width="800" height="309"&gt;&lt;/a&gt;&lt;/p&gt;




&lt;h2&gt;
  
  
  Stock comparison — the workflow I actually think in
&lt;/h2&gt;

&lt;p&gt;After filtering, you narrow to 2–5 candidates and compare them side by side. The best value for each metric is highlighted.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Cumulative Return Chart&lt;/strong&gt; — all stocks aligned to a 0% baseline. NVIDIA vs Apple vs Microsoft over the last year — the gap is immediately clear. Relative return, not absolute price, so very different price levels still compare fairly.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fhwg8v50ycvw4py5wkgy1.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fhwg8v50ycvw4py5wkgy1.png" alt="Cumulative return comparison chart" width="800" height="645"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Macro Overlay&lt;/strong&gt; — overlay a stock's price with S&amp;amp;P 500, NASDAQ, USD/KRW, US Fed rate, or Korea base rate. How did this stock respond when rates went up? How does it track the index? One chart, answers there.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F1ab9tgeozlzh1owy7iij.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F1ab9tgeozlzh1owy7iij.png" alt="Stock detail with macro overlay" width="800" height="645"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;All charts support drag-to-zoom and pan, with a fullscreen mode on mobile.&lt;/p&gt;




&lt;h2&gt;
  
  
  Financial history — 10 years, one chart
&lt;/h2&gt;

&lt;p&gt;A single quarter's numbers can mislead. A company that looks strong this quarter can tell a very different story when you look at ten years of trend.&lt;/p&gt;

&lt;p&gt;The stock detail page shows up to &lt;strong&gt;10 years of annual financials as a bar chart&lt;/strong&gt;.&lt;/p&gt;

&lt;p&gt;Revenue, operating income, net income, EBITDA, FCF, total assets, equity, total debt — &lt;strong&gt;16 metrics&lt;/strong&gt;, each switchable in one click. Toggle between 5Y and 10Y.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fg3jvexrl4z6vnkc2k6xb.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fg3jvexrl4z6vnkc2k6xb.png" alt="Financial history bar chart — 10 years of annual data, 16 metrics switchable in one click" width="800" height="353"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;A company with seven straight years of flat revenue but rising debt is a different story from one with steady cash flow growth — even if this quarter's EPS looks similar. The bar chart makes that obvious.&lt;/p&gt;

&lt;p&gt;On the &lt;strong&gt;comparison page&lt;/strong&gt;, this same timeline works across multiple stocks simultaneously — compare NVIDIA vs Apple vs Microsoft revenue side by side, not just price.&lt;/p&gt;




&lt;h2&gt;
  
  
  What we deliberately don't do
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;❌ &lt;strong&gt;No price targets&lt;/strong&gt; — no "this stock should be worth $X"&lt;/li&gt;
&lt;li&gt;❌ &lt;strong&gt;No buy/sell calls&lt;/strong&gt; — no "strong buy" or "hold today"&lt;/li&gt;
&lt;li&gt;❌ &lt;strong&gt;No data-blocking ads&lt;/strong&gt; — the data stays visible&lt;/li&gt;
&lt;li&gt;❌ &lt;strong&gt;No subscription&lt;/strong&gt; — all features free&lt;/li&gt;
&lt;/ul&gt;

&lt;blockquote&gt;
&lt;p&gt;The market has too many opinions. What investors actually lack is accurate data to verify them. StockDigging focuses on the latter.&lt;/p&gt;
&lt;/blockquote&gt;




&lt;h2&gt;
  
  
  Who it's for
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;Anyone tired of cluttered financial sites&lt;/li&gt;
&lt;li&gt;Investors who want to screen by multiple criteria at once&lt;/li&gt;
&lt;li&gt;People who'd rather judge from data than from headlines&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Bonus&lt;/strong&gt;: also covers 2,400+ Korean stocks (KOSPI/KOSDAQ) with data pulled directly from DART — Korea's official corporate disclosure system.&lt;/p&gt;




&lt;h2&gt;
  
  
  Try it
&lt;/h2&gt;

&lt;p&gt;Free. No signup needed for most features.&lt;/p&gt;

&lt;p&gt;👉 &lt;strong&gt;&lt;a href="https://stockdigging.com/en" rel="noopener noreferrer"&gt;stockdigging.com/en&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;If you have feedback or a metric you'd like added — I'd genuinely love to hear it.&lt;/p&gt;




&lt;p&gt;&lt;em&gt;Tags: #webdev #python #react #typescript #database #opensource #javascript&lt;/em&gt;&lt;/p&gt;

</description>
      <category>webdev</category>
      <category>python</category>
      <category>react</category>
      <category>javascript</category>
    </item>
    <item>
      <title>Built this because Korean stock data on global platforms is unreliable. 2,400+ KOSPI/KOSDAQ stocks, DART-sourced. Free.</title>
      <dc:creator>Kiwon Song</dc:creator>
      <pubDate>Fri, 01 May 2026 10:55:30 +0000</pubDate>
      <link>https://forem.com/kiwon_song_1a5298f771b9ef/built-this-because-korean-stock-data-on-global-platforms-is-unreliable-2400-kospikosdaq-stocks-29m2</link>
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