{"id":89677,"date":"2025-11-20T16:38:15","date_gmt":"2025-11-20T16:38:15","guid":{"rendered":"https:\/\/proxidize.com\/?post_type=blog&#038;p=89677"},"modified":"2025-11-20T16:39:31","modified_gmt":"2025-11-20T16:39:31","slug":"python-vs-javascript","status":"publish","type":"blog","link":"https:\/\/proxidize.com\/blog\/python-vs-javascript\/","title":{"rendered":"Python vs JavaScript: Full Comparison (Tested)"},"content":{"rendered":"\n<p><strong>JavaScript or Python, which is superior? This seems to be the ultimate question for software developers from around the world.<\/strong> The question of\u00a0Python vs JavaScript has been debated for years, which you\u2019ll know if you\u2019ve been in the development community for long enough. One side argues that <strong>Python is cleaner and easier to learn<\/strong> for people who deal with data; on the other hand some people claim that <strong>JavaScript runs the entire internet with its ecosystem<\/strong>.<\/p>\n\n\n\n<p>I would argue that, other than preference, <strong>use case matters too<\/strong>. Let\u2019s say you were given the task of building a fast, small full-stack MVP for a client who just wants a proof of concept. You have to turn it around as fast as possible, so you ask yourself whether you want to build it in Python or JavaScript.\u00a0<\/p>\n\n\n\n<p>If you were to decide to do it in <a href=\"https:\/\/proxidize.com\/blog\/what-is-python\/\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/proxidize.com\/blog\/what-is-python\/\" rel=\"noreferrer noopener\">Python<\/a>\u00a0\u2014 a good choice, given that many devs use Python \u2014 you know that your backend development will be easy, but that you\u2019ll be limited in how you can display the data to a user because of Python\u2019s limited ability to do UI interfaces. Between Django and PostgreSQL you\u2019ll have a great product, without the highly interactive UI of a fully-JS build.<\/p>\n\n\n\n<p>If you were to do it in <a href=\"https:\/\/proxidize.com\/blog\/what-is-javascript\/\" target=\"_blank\" data-type=\"blog\" data-id=\"83360\" rel=\"noreferrer noopener\">JavaScript<\/a> instead \u2014 also a convenient choice as there\u2019s an entire ecosystem out there \u2014 you can use popular frameworks like React and Next.js to very easily create a UI interface and use JavaScript to knock out both server and client-side, which makes it easy to maintain. The product will feel \u201cmodern\u201d, with smooth transitions and dynamic pages.<\/p>\n\n\n\n<p><\/p>\n\n\n\t\t<div data-elementor-type=\"container\" data-elementor-id=\"85916\" class=\"elementor elementor-85916\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6227acb e-con-full no-scale elementor-hidden-mobile_extra elementor-hidden-mobile e-flex e-con e-child\" data-id=\"6227acb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-08fce92 e-grid e-con-full e-con e-child\" data-id=\"08fce92\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-426c265 e-con-full e-flex e-con e-child\" data-id=\"426c265\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b474c5f elementor-widget elementor-widget-heading\" data-id=\"b474c5f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">IP rotation, city and carrier targeting,<br>\nsticky sessions \u2014 control it all via API<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e86f5a3 e-con-full e-flex e-con e-child\" data-id=\"e86f5a3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6e3bca6 e-con-full e-flex e-con e-child\" data-id=\"6e3bca6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2c6c495 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"2c6c495\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"125\" height=\"80\" src=\"https:\/\/proxidize.com\/wp-content\/uploads\/2025\/10\/20-2.svg\" class=\"attachment-full size-full wp-image-86191\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17d8cea inline-CTA elementor-widget elementor-widget-button\" data-id=\"17d8cea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/proxidize.com\/mobile-proxy-pricing\/?coupon_code=20OFFMPB\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Buy Proxies Now<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n\n\n\n<p><\/p>\n\n\n\n<p>The consequences of your choice of JavaScript vs Python only start to become more apparent as you start adding more complexity to the project. Starting in Python will make more analytics or machine learning (ML) more convenient but will probably lead to needing JavaScript for a frontend that looks as nice as your backend. Starting in JavaScript means that more complex dashboards will be easier, but you\u2019ll need to integrate Python to some degree.<\/p>\n\n\n\n<p>For any project more complicated than this example, you will hear opinions about performance, libraries, frameworks. With all this noise, it\u2019s easy to get lost in the drama.<\/p>\n\n\n\n<p>That\u2019s why we\u2019re going to break down the question practically, with tests, to compare the two languages and offer some suggestions and advice on how to make the big decision easy for you.<\/p>\n\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large centered\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"536\" src=\"https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/python_vs_javascript_differences-img-1024x536.jpg\" alt=\"the python and javascript logos under the title &quot;Python vs JavaScript Differences&quot;.\" class=\"wp-image-89693\" srcset=\"https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/python_vs_javascript_differences-img-1024x536.jpg 1024w, https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/python_vs_javascript_differences-img-300x157.jpg 300w, https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/python_vs_javascript_differences-img-768x402.jpg 768w, https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/python_vs_javascript_differences-img-600x314.jpg 600w, https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/python_vs_javascript_differences-img.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Python vs JavaScript Differences<\/h2>\n\n\n\n<p>Although both <strong>Python and JavaScript are high-level languages<\/strong>, dynamically typed, and both are widely used by many developers, <strong>they differ in their use cases, design philosophy, syntax and runtime environment<\/strong>. The differences between Python and JavaScript are part of what makes one so well positioned for one use case and poorly for another, and vice versa.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Language Type and Design Philosophy<\/h3>\n\n\n\n<p>So as we mentioned, Python and JavaScript both have different philosophies from each other. It\u2019s a good illustration of the fact that not all developers think the same way.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Python:<\/strong> It was built on clarity, readability and simplicity. It was designed to be easy for developers to write what they think, since Python&#8217;s syntax is human-like and that makes it easier for developers in large teams to understand and write code.<\/li>\n\n\n\n<li><strong>JavaScript<\/strong>: Originally it was created for speed and interactivity. JavaScript wants you to be creative and to have flexibility as a developer. Although it gives you freedom, it can also cost you time and just an extra bit of unneeded overthinking.<\/li>\n<\/ul>\n\n\n\n<p>In the examples below we will show you an example of differences between the two languages.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro cbp-has-line-numbers\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.75rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;--cbp-line-number-color:#e0def4;--cbp-line-number-width:calc(1 * 0.6 * .75rem);line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><pre class=\"shiki rose-pine-moon\" style=\"background-color: #232136\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #908CAA; font-style: italic\">#<\/span><span style=\"color: #6E6A86; font-style: italic\"> Python - one clear way<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">for<\/span><span style=\"color: #E0DEF4\"> user <\/span><span style=\"color: #3E8FB0\">in<\/span><span style=\"color: #E0DEF4\"> users<\/span><span style=\"color: #908CAA\">:<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><span style=\"color: #EB6F92; font-style: italic\">print<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">user<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">name<\/span><span style=\"color: #908CAA\">)<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p><\/p>\n\n\n\n<p>In the example above, it\u2019s Python and it\u2019s just straightforward. On the other hand, JavaScript offers multiple solutions:<\/p>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro cbp-has-line-numbers\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.75rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;--cbp-line-number-color:#e0def4;--cbp-line-number-width:calc(1 * 0.6 * .75rem);line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><pre class=\"shiki rose-pine-moon\" style=\"background-color: #232136\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #908CAA; font-style: italic\">\/\/<\/span><span style=\"color: #6E6A86; font-style: italic\"> JavaScript - many ways to do the same thing<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4; font-style: italic\">users<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">forEach<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #C4A7E7; font-style: italic\">user<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=&gt;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">console<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">log<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #E0DEF4; font-style: italic\">user<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #E0DEF4; font-style: italic\">name<\/span><span style=\"color: #E0DEF4\">))<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #908CAA; font-style: italic\">\/\/<\/span><span style=\"color: #6E6A86; font-style: italic\"> or<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">for<\/span><span style=\"color: #E0DEF4\"> (<\/span><span style=\"color: #3E8FB0\">let<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">user<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">of<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">users<\/span><span style=\"color: #E0DEF4\">) <\/span><span style=\"color: #E0DEF4; font-style: italic\">console<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">log<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #E0DEF4; font-style: italic\">user<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #E0DEF4; font-style: italic\">name<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #908CAA; font-style: italic\">\/\/<\/span><span style=\"color: #6E6A86; font-style: italic\"> or<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">for<\/span><span style=\"color: #E0DEF4\"> (<\/span><span style=\"color: #3E8FB0\">let<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">0<\/span><span style=\"color: #908CAA\">;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">&lt;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">users<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #9CCFD8\">length<\/span><span style=\"color: #908CAA\">;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #3E8FB0\">++<\/span><span style=\"color: #E0DEF4\">) <\/span><span style=\"color: #E0DEF4; font-style: italic\">console<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">log<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #E0DEF4; font-style: italic\">users<\/span><span style=\"color: #E0DEF4\">&#091;<\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #E0DEF4\">&#093;<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #E0DEF4; font-style: italic\">name<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p><\/p>\n\n\n\n<p>Thus, both provide the same results, but Python is more straightforward, whereas JavaScript provides several options.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Syntax and Readability<\/h3>\n\n\n\n<p>Python takes a more opinionated approach to readability, while JavaScript gives more freedom to developers. That freedom also comes with more room for inconsistency.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Python:<\/strong> It forces you to have indentation as part of its syntax, making clean code mandatory. This makes Python code inherently more readable and maintainable.<\/li>\n\n\n\n<li><strong>JavaScript<\/strong>: It gives you freedom and flexibility as a developer, which sometimes means you\u2019ll have to go through your code and make it more legible \u2014 both to yourself and others. There are a lot of plugins that help you organize your code for you, too.<\/li>\n<\/ul>\n\n\n\n<p>In the below, examples here is code snippet from Python and JavaScript:<\/p>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro cbp-has-line-numbers\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.75rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;--cbp-line-number-color:#e0def4;--cbp-line-number-width:calc(1 * 0.6 * .75rem);line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><pre class=\"shiki rose-pine-moon\" style=\"background-color: #232136\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #908CAA; font-style: italic\">#<\/span><span style=\"color: #6E6A86; font-style: italic\"> Python<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">if<\/span><span style=\"color: #E0DEF4\"> active<\/span><span style=\"color: #908CAA\">:<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><span style=\"color: #EB6F92; font-style: italic\">print<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #F6C177\">&quot;User is active&quot;<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">else<\/span><span style=\"color: #908CAA\">:<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><span style=\"color: #EB6F92; font-style: italic\">print<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #F6C177\">&quot;User is not active&quot;<\/span><span style=\"color: #908CAA\">)<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro cbp-has-line-numbers\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.75rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;--cbp-line-number-color:#e0def4;--cbp-line-number-width:calc(1 * 0.6 * .75rem);line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><pre class=\"shiki rose-pine-moon\" style=\"background-color: #232136\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #908CAA; font-style: italic\">\/\/<\/span><span style=\"color: #6E6A86; font-style: italic\"> JavaScript<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">if<\/span><span style=\"color: #E0DEF4\"> (<\/span><span style=\"color: #E0DEF4; font-style: italic\">active<\/span><span style=\"color: #E0DEF4\">) <\/span><span style=\"color: #908CAA\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><span style=\"color: #E0DEF4; font-style: italic\">console<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">log<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #F6C177\">&quot;User is active&quot;<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #908CAA\">}<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">else<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #908CAA\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">                    <\/span><span style=\"color: #E0DEF4; font-style: italic\">console<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">log<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #F6C177\">&quot;User is not active&quot;<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #908CAA\">}<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p><\/p>\n\n\n\n<p>Technically both of these snippets do the same thing. Where Python requires you to write clear, legible code by default, JavaScript allows you to write freely. This flexibility is good but can quickly become overwhelming when several devs are working on the same code, each with their own quirks and writing styles.<\/p>\n\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large centered\"><img decoding=\"async\" width=\"1024\" height=\"536\" src=\"https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/python_vs_javascript_use_cases-img-1024x536.jpg\" alt=\"the python and javascript logos under the title &quot;Python vs JavaScript Use Cases&quot;.\" class=\"wp-image-89692\" srcset=\"https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/python_vs_javascript_use_cases-img-1024x536.jpg 1024w, https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/python_vs_javascript_use_cases-img-300x157.jpg 300w, https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/python_vs_javascript_use_cases-img-768x402.jpg 768w, https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/python_vs_javascript_use_cases-img-600x314.jpg 600w, https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/python_vs_javascript_use_cases-img.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Python vs JavaScript Use Cases<\/h2>\n\n\n\n<p>Both languages have different use cases and they each shine in very different ecosystems. <strong>Here\u2019s a comparison of the areas in which each language excels:<\/strong><\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Area<\/th><th>Python<\/th><th>JavaScript<\/th><\/tr><\/thead><tbody><tr><td>Web Frontend<\/td><td>Not a preferred option<\/td><td>Widely used&nbsp;<\/td><\/tr><tr><td>Web Backend<\/td><td>Widely used&nbsp;<\/td><td>Widely used<\/td><\/tr><tr><td>Automation\/Scripting<\/td><td>Widely used<\/td><td>Not a preferred option<\/td><\/tr><tr><td>Machine Learning\/AI<\/td><td>Widely used<\/td><td>Not a preferred option<\/td><\/tr><tr><td>Data Analysis<\/td><td>Widely used<\/td><td>Not a preferred option<\/td><\/tr><tr><td>Mobile Apps<\/td><td>Not a preferred option<\/td><td>Widely used<\/td><\/tr><tr><td>Game Development&nbsp;<\/td><td>Not a preferred option<\/td><td>Not a preferred option<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large centered\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"536\" src=\"https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/javascript_vs_python_for_automation-img-1024x536.jpg\" alt=\"a robot sits between the python and javascript logos under the title &quot;JavaScript vs Python for Automation&quot;.\" class=\"wp-image-89691\" srcset=\"https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/javascript_vs_python_for_automation-img-1024x536.jpg 1024w, https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/javascript_vs_python_for_automation-img-300x157.jpg 300w, https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/javascript_vs_python_for_automation-img-768x402.jpg 768w, https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/javascript_vs_python_for_automation-img-600x314.jpg 600w, https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/javascript_vs_python_for_automation-img.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">JavaScript vs Python for Automation<\/h2>\n\n\n\n<p>Automation is one of the most discussed subjects in the world right now. Since the widespread availability of AI a couple of years ago, automation has become easier to do than ever before \u2014 especially for non-technical people. For this reason, choosing a language to use for automation is still a consideration because both Python and Javascript can automate stuff in different ways.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Python: <\/strong>Normally Python is your go-to choice if you are planning to do automation or web scraping. Libraries like <a href=\"https:\/\/proxidize.com\/blog\/python-libraries-for-web-scraping\/\" target=\"_blank\" rel=\"noreferrer noopener\">Playwright<\/a> and <a href=\"https:\/\/proxidize.com\/blog\/web-scraping-with-selenium\/\" target=\"_blank\" rel=\"noreferrer noopener\">Selenium<\/a> are a great combination with Python.<\/li>\n\n\n\n<li><strong>JavaScript<\/strong>: Primarily developers use it for web automation via Node.js for example, but it\u2019s less common usage for automation compared to Python.<\/li>\n<\/ul>\n\n\n\n<p><strong>Python Automation Example: Using Selenium<\/strong><\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro cbp-has-line-numbers\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.75rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;--cbp-line-number-color:#e0def4;--cbp-line-number-width:calc(1 * 0.6 * .75rem);line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><pre class=\"shiki rose-pine-moon\" style=\"background-color: #232136\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #3E8FB0\">from<\/span><span style=\"color: #E0DEF4\"> selenium <\/span><span style=\"color: #3E8FB0\">import<\/span><span style=\"color: #E0DEF4\"> webdriver<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">driver <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> webdriver<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">Chrome<\/span><span style=\"color: #908CAA\">()<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">driver<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">get<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #F6C177\">&quot;https:\/\/example.com&quot;<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">search_box <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> driver<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">find_element<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #F6C177\">&quot;name&quot;<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #F6C177\">&quot;q&quot;<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">search_box<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">send_keys<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #F6C177\">&quot;Proxidize&quot;<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">search_box<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">submit<\/span><span style=\"color: #908CAA\">()<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">driver<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">quit<\/span><span style=\"color: #908CAA\">()<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<div style=\"height:12px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong>JavaScript Automation Example: Using Puppeteer<\/strong><\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro cbp-has-line-numbers\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.75rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;--cbp-line-number-color:#e0def4;--cbp-line-number-width:calc(2 * 0.6 * .75rem);line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><pre class=\"shiki rose-pine-moon\" style=\"background-color: #232136\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">puppeteer<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">require<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #F6C177\">&#39;puppeteer&#39;<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #3E8FB0\">async<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #908CAA\">()<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=&gt;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #908CAA\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">  <\/span><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">browser<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">await<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">puppeteer<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">launch<\/span><span style=\"color: #E0DEF4\">()<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">  <\/span><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">page<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">await<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">browser<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">newPage<\/span><span style=\"color: #E0DEF4\">()<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">  <\/span><span style=\"color: #3E8FB0\">await<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">page<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">goto<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #F6C177\">&#39;https:\/\/example.com&#39;<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">  <\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">  <\/span><span style=\"color: #3E8FB0\">await<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">page<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">type<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #F6C177\">&#39;input&#091;name=&quot;q&quot;&#093;&#39;<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #F6C177\">&#39;Proxidize&#39;<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">  <\/span><span style=\"color: #3E8FB0\">await<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">page<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #E0DEF4; font-style: italic\">keyboard<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">press<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #F6C177\">&#39;Enter&#39;<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">  <\/span><span style=\"color: #3E8FB0\">await<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">browser<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">close<\/span><span style=\"color: #E0DEF4\">()<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #908CAA\">}<\/span><span style=\"color: #E0DEF4\">)()<\/span><span style=\"color: #908CAA\">;<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p><\/p>\n\n\n\n<p>From the above examples, we see that Python works across multiple browsers and platforms, and JavaScript\u2019s Puppeteer works best with <a href=\"https:\/\/nodejs.org\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Node.js<\/a>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Task Automation Outside the Web<\/h3>\n\n\n\n<p>Automation doesn\u2019t always have to be about <a href=\"https:\/\/proxidize.com\/blog\/web-automation\/\" target=\"_blank\" rel=\"noreferrer noopener\">web automation<\/a> \u2014 a surprise I know. Both languages are used for automation in general, as well.<\/p>\n\n\n\n<p><strong>Python<\/strong> is ideal for file management, scripts, and automation for repeated tasks where the steps are known and clear. Even a small Python script can help save time and money. In the example below we rename files in a folder.<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro cbp-has-line-numbers\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.75rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;--cbp-line-number-color:#e0def4;--cbp-line-number-width:calc(1 * 0.6 * .75rem);line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><pre class=\"shiki rose-pine-moon\" style=\"background-color: #232136\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #908CAA; font-style: italic\">#<\/span><span style=\"color: #6E6A86; font-style: italic\"> Python: Rename files in a folder<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">import<\/span><span style=\"color: #E0DEF4\"> os<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">folder <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #F6C177\">&quot;path\/to\/folder&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">for<\/span><span style=\"color: #E0DEF4\"> filename <\/span><span style=\"color: #3E8FB0\">in<\/span><span style=\"color: #E0DEF4\"> os<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">listdir<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">folder<\/span><span style=\"color: #908CAA\">):<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    os<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">rename<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">os<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">path<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">join<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">folder<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> filename<\/span><span style=\"color: #908CAA\">),<\/span><span style=\"color: #E0DEF4\"> os<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">path<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">join<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">folder<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #F6C177\">&quot;prefix_&quot;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">+<\/span><span style=\"color: #E0DEF4\"> filename<\/span><span style=\"color: #908CAA\">))<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p><\/p>\n\n\n\n<p>We can also use <strong>JavaScript<\/strong> to create automation scripts using Node.js with the help of modules such as <a href=\"https:\/\/nodejs.org\/api\/fs.html\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">fs<\/a> and <a href=\"https:\/\/nodejs.org\/api\/child_process.html\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">child_process<\/a>.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro cbp-has-line-numbers\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.75rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;--cbp-line-number-color:#e0def4;--cbp-line-number-width:calc(1 * 0.6 * .75rem);line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><pre class=\"shiki rose-pine-moon\" style=\"background-color: #232136\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #908CAA; font-style: italic\">\/\/<\/span><span style=\"color: #6E6A86; font-style: italic\"> JavaScript: Rename files in a folder<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">fs<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">require<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #F6C177\">&#39;fs&#39;<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">folder<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #F6C177\">&#39;path\/to\/folder&#39;<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4; font-style: italic\">fs<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">readdirSync<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #E0DEF4; font-style: italic\">folder<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">forEach<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #C4A7E7; font-style: italic\">file<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=&gt;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #908CAA\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">  <\/span><span style=\"color: #E0DEF4; font-style: italic\">fs<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">renameSync<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #F6C177\">`<\/span><span style=\"color: #908CAA\">${<\/span><span style=\"color: #E0DEF4; font-style: italic\">folder<\/span><span style=\"color: #908CAA\">}<\/span><span style=\"color: #F6C177\">\/<\/span><span style=\"color: #908CAA\">${<\/span><span style=\"color: #E0DEF4; font-style: italic\">file<\/span><span style=\"color: #908CAA\">}<\/span><span style=\"color: #F6C177\">`<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #F6C177\">`<\/span><span style=\"color: #908CAA\">${<\/span><span style=\"color: #E0DEF4; font-style: italic\">folder<\/span><span style=\"color: #908CAA\">}<\/span><span style=\"color: #F6C177\">\/prefix_<\/span><span style=\"color: #908CAA\">${<\/span><span style=\"color: #E0DEF4; font-style: italic\">file<\/span><span style=\"color: #908CAA\">}<\/span><span style=\"color: #F6C177\">`<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #908CAA\">}<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p><\/p>\n\n\n\n<p>Python is the preferred choice for developers when it comes to automation; don\u2019t get me wrong, JavaScript is fantastic, but as a developer, you have to decide which is more convenient for you. This Python automation trend is likely to continue as more developers double down on Python and more resources are developed.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Popular Libraries and Frameworks for Automation<\/h3>\n\n\n\n<p>For additional context \u2014 and maybe you\u2019ll find it useful \u2014 I\u2019ve compiled into a table a few libraries for three automation use cases. There are obviously other libraries that you can use, but these are some of the most important ones.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Language<\/th><th>Web Automation<\/th><th>Desktop\/File Automation<\/th><th>API\/Task Automation<\/th><\/tr><\/thead><tbody><tr><td><strong>Python<\/strong><\/td><td>Selenium, Playwright<\/td><td>PyAutoGUI, openpyxl<\/td><td>Requests, smtplib, BeautifulSoup<\/td><\/tr><tr><td><strong>JavaScript<\/strong><\/td><td>Puppeteer, Playwright<\/td><td>Node.js, fs, child_process<\/td><td>Axios, node-fetch<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large centered\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"536\" src=\"https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/python_vs_javascript_for_web_development-img-1024x536.jpg\" alt=\"the python and javascript logos under the title &quot;Python vs JavaScript for Web Development&quot;\" class=\"wp-image-89690\" srcset=\"https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/python_vs_javascript_for_web_development-img-1024x536.jpg 1024w, https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/python_vs_javascript_for_web_development-img-300x157.jpg 300w, https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/python_vs_javascript_for_web_development-img-768x402.jpg 768w, https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/python_vs_javascript_for_web_development-img-600x314.jpg 600w, https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/python_vs_javascript_for_web_development-img.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Python vs JavaScript for Web Development<\/h2>\n\n\n\n<p><strong>Web development is one area where JavaScript and Python overlap a lot<\/strong>, believe it or not. While they support each other, each also serves a different purpose in the web stack.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Python:<\/strong> In most cases, we don\u2019t use Python for client-side activity (what users see in the browsers), but it shines on the server side, where it dominates.<\/li>\n\n\n\n<li><strong>JavaScript: <\/strong>It dominates the full-stack ecosystem, you can use it for both frontend and backend development.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Python vs JavaScript Frontend Web Development<\/h3>\n\n\n\n<p>Frontend (client side) refers to what users see and directly interact with. JavaScript excels in this context because it was initially designed to empower the web through animations and interactivity. Frameworks like <a href=\"https:\/\/vuejs.org\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Vue.js<\/a> and <a href=\"https:\/\/nextjs.org\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Next.js<\/a> are built on top of JavaScript, and the ability to write JavaScript on the server side for the backend with Node.js make it even more powerful.<\/p>\n\n\n\n<p>By contrast, Python falls short in this area. There are a few frameworks that employ Python for front-end development, but they are primarily used for a fast MVP rather than a fully scaled full-stack application. However, Python excels on the backend, as we shall discuss next.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Python vs JavaScript for Backend Web Development<\/h3>\n\n\n\n<p>Backend (server-side) refers to what happens in the background of the web application. For example, when you click an \u201cupgrade\u201d button on a website a few things will happen on the frontend side, but major things will also have to happen on the backend. <strong>Python excels here, and frameworks like <a href=\"https:\/\/fastapi.tiangolo.com\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">FastAPI<\/a> and <a href=\"https:\/\/flask.palletsprojects.com\/en\/stable\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Flask<\/a> are very popular these days.<\/strong><\/p>\n\n\n\n<p>Nevertheless, <strong>JavaScript is also a very strong contender; Node.js changed the game for backend web development<\/strong>. Having the same ecosystem for both frontend and backend makes it simpler to maintain and add new features. Ultimately, though, it comes down to developer preference.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Python vs JavaScript Web Development Comparison: Simple REST API<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">Python (Flask)<\/h4>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro cbp-has-line-numbers\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.75rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;--cbp-line-number-color:#e0def4;--cbp-line-number-width:calc(2 * 0.6 * .75rem);line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><pre class=\"shiki rose-pine-moon\" style=\"background-color: #232136\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #3E8FB0\">from<\/span><span style=\"color: #E0DEF4\"> flask <\/span><span style=\"color: #3E8FB0\">import<\/span><span style=\"color: #E0DEF4\"> Flask<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">app <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> Flask<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #9CCFD8\">__name__<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #908CAA\">@<\/span><span style=\"color: #EA9A97\">app<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #EA9A97\">route<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #F6C177\">&#39;\/&#39;<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">def<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">home<\/span><span style=\"color: #908CAA\">():<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><span style=\"color: #3E8FB0\">return<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #F6C177\">&quot;Hello from Python Flask!&quot;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">if<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #9CCFD8\">__name__<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">==<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #F6C177\">&#39;__main__&#39;<\/span><span style=\"color: #908CAA\">:<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    app<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">run<\/span><span style=\"color: #908CAA\">()<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p><\/p>\n\n\n\n<div style=\"height:12px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">JavaScript (<a href=\"https:\/\/expressjs.com\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Express.js<\/a>)<\/h4>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro cbp-has-line-numbers\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.75rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;--cbp-line-number-color:#e0def4;--cbp-line-number-width:calc(1 * 0.6 * .75rem);line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><pre class=\"shiki rose-pine-moon\" style=\"background-color: #232136\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">express<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">require<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #F6C177\">&#39;express&#39;<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">app<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">express<\/span><span style=\"color: #E0DEF4\">()<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4; font-style: italic\">app<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">get<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #F6C177\">&#39;\/&#39;<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #C4A7E7; font-style: italic\">req<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #C4A7E7; font-style: italic\">res<\/span><span style=\"color: #908CAA\">)<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=&gt;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #908CAA\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">  <\/span><span style=\"color: #E0DEF4; font-style: italic\">res<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">send<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #F6C177\">&#39;Hello from JavaScript Express!&#39;<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #908CAA\">}<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4; font-style: italic\">app<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">listen<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #EA9A97\">3000<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p><\/p>\n\n\n\n<p>Choose Python if you prioritize rapid development, readability, and integration with AI. Go with JavaScript if you want one lingerie for the entire stack and high concurrency performance.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Framework Ecosystem Highlights<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Category<\/th><th>Python<\/th><th>JavaScript (Node.js)<\/th><\/tr><\/thead><tbody><tr><td>Full-stack Frameworks<\/td><td>Django<\/td><td>Next.js, <a href=\"https:\/\/nuxt.com\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Nuxt.js<\/a>\u00a0<\/td><\/tr><tr><td>Micro Frameworks<\/td><td>Flask, FastAPI<\/td><td>Express, Koa<\/td><\/tr><tr><td>API\/Real-time Apps<\/td><td>FastAPI, Flask-SocketIO<\/td><td>Express + Socket.IO<\/td><\/tr><tr><td>Templating<\/td><td>Jinja2<\/td><td>JSX, Handlebars<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large centered\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"536\" src=\"https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/machine_learning_with_javascript_vs_python-img-1024x536.jpg\" alt=\"a drawing of a robot holding a screen with the javascript logo and a robot holding a screen with the python logo under the title &quot;Machine Learning with JavaScript vs Python&quot;.\" class=\"wp-image-89689\" srcset=\"https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/machine_learning_with_javascript_vs_python-img-1024x536.jpg 1024w, https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/machine_learning_with_javascript_vs_python-img-300x157.jpg 300w, https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/machine_learning_with_javascript_vs_python-img-768x402.jpg 768w, https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/machine_learning_with_javascript_vs_python-img-600x314.jpg 600w, https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/machine_learning_with_javascript_vs_python-img.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Machine Learning with JavaScript vs Python<\/h2>\n\n\n\n<p><strong>Python is the preferred language for machine learning by a very wide margin<\/strong>, not just for the libraries or frameworks, but the ecosystem in general. More analytically minded developers tend to use Python, since most of the tools online support Python rather than JavaScript.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Python:<\/strong> It\u2019s the dominator here by far \u2014 every prominent library like <a href=\"https:\/\/www.tensorflow.org\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">TensorFlow<\/a>, <a href=\"https:\/\/pytorch.org\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">PyTorch<\/a> and <a href=\"https:\/\/pandas.pydata.org\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">pandas<\/a> uses Python under the hood.<\/li>\n\n\n\n<li><strong>JavaScript: <\/strong>Mainly it supports the client-side of ML through frameworks such as <a href=\"https:\/\/brain.js.org\/#\/\" target=\"_blank\" rel=\"noopener\">Brain.js<\/a> and TansorFlow.js.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Popular Libraries and Ecosystems<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Category<\/th><th>Python<\/th><th>JavaScript<\/th><\/tr><\/thead><tbody><tr><td><strong>Machine Learning\u00a0<\/strong><\/td><td>TensorFlow, PyTorch<\/td><td>TensorFlow.js, Brain.js<\/td><\/tr><tr><td><strong>Deep Learning\u00a0<\/strong><\/td><td>Keras, PyTorch Lightning<\/td><td>ml5.js, Synaptic.js&nbsp;<\/td><\/tr><tr><td><strong>Data Analysis<\/strong><\/td><td>Pandas, NumPy, SciPy<\/td><td>Danfo.js&nbsp;<\/td><\/tr><tr><td><strong>Visualization<\/strong><\/td><td>Matplotlib, Seaborn<\/td><td>Chart.js, D3.js<\/td><\/tr><tr><td><strong>Deployment<\/strong><\/td><td>FastAPI, Flask<\/td><td>Node.js&nbsp;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Code Example: Simple Machine Learning Model<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">Python (Scikit-learn)<\/h4>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro cbp-has-line-numbers\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.75rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;--cbp-line-number-color:#e0def4;--cbp-line-number-width:calc(2 * 0.6 * .75rem);line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><pre class=\"shiki rose-pine-moon\" style=\"background-color: #232136\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #3E8FB0\">from<\/span><span style=\"color: #E0DEF4\"> sklearn<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">linear_model <\/span><span style=\"color: #3E8FB0\">import<\/span><span style=\"color: #E0DEF4\"> LinearRegression<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">import<\/span><span style=\"color: #E0DEF4\"> numpy <\/span><span style=\"color: #3E8FB0\">as<\/span><span style=\"color: #E0DEF4\"> np<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #908CAA; font-style: italic\">#<\/span><span style=\"color: #6E6A86; font-style: italic\"> Example data<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">x <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> np<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">array<\/span><span style=\"color: #908CAA\">([&#091;<\/span><span style=\"color: #EA9A97\">1<\/span><span style=\"color: #908CAA\">&#093;,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #908CAA\">&#091;<\/span><span style=\"color: #EA9A97\">2<\/span><span style=\"color: #908CAA\">&#093;,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #908CAA\">&#091;<\/span><span style=\"color: #EA9A97\">3<\/span><span style=\"color: #908CAA\">&#093;,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #908CAA\">&#091;<\/span><span style=\"color: #EA9A97\">4<\/span><span style=\"color: #908CAA\">&#093;])<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">y <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> np<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">array<\/span><span style=\"color: #908CAA\">(&#091;<\/span><span style=\"color: #EA9A97\">2<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">4<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">6<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">8<\/span><span style=\"color: #908CAA\">&#093;)<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #908CAA; font-style: italic\">#<\/span><span style=\"color: #6E6A86; font-style: italic\"> Train model<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">model <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> LinearRegression<\/span><span style=\"color: #908CAA\">()<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">model<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">fit<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">x<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> y<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #908CAA; font-style: italic\">#<\/span><span style=\"color: #6E6A86; font-style: italic\"> Predict<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EB6F92; font-style: italic\">print<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">model<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">predict<\/span><span style=\"color: #908CAA\">([&#091;<\/span><span style=\"color: #EA9A97\">5<\/span><span style=\"color: #908CAA\">&#093;]))<\/span><span style=\"color: #E0DEF4\">  <\/span><span style=\"color: #908CAA; font-style: italic\">#<\/span><span style=\"color: #6E6A86; font-style: italic\"> &#091;10.&#093;<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p><\/p>\n\n\n\n<div style=\"height:12px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">JavaScript (TensorFlow.js)<\/h4>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro cbp-has-line-numbers\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.75rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;--cbp-line-number-color:#e0def4;--cbp-line-number-width:calc(2 * 0.6 * .75rem);line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><pre class=\"shiki rose-pine-moon\" style=\"background-color: #232136\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #3E8FB0\">import <\/span><span style=\"color: #EA9A97\">*<\/span><span style=\"color: #3E8FB0\"> as <\/span><span style=\"color: #E0DEF4; font-style: italic\">tf<\/span><span style=\"color: #3E8FB0\"> from <\/span><span style=\"color: #F6C177\">&#39;@tensorflow\/tfjs&#39;<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #908CAA; font-style: italic\">\/\/<\/span><span style=\"color: #6E6A86; font-style: italic\"> Example data<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">xs<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">tf<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">tensor<\/span><span style=\"color: #E0DEF4\">(&#091;<\/span><span style=\"color: #EA9A97\">1<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">2<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">3<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">4<\/span><span style=\"color: #E0DEF4\">&#093;)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">ys<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">tf<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">tensor<\/span><span style=\"color: #E0DEF4\">(&#091;<\/span><span style=\"color: #EA9A97\">2<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">4<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">6<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">8<\/span><span style=\"color: #E0DEF4\">&#093;)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #908CAA; font-style: italic\">\/\/<\/span><span style=\"color: #6E6A86; font-style: italic\"> Define model<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">model<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">tf<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">sequential<\/span><span style=\"color: #E0DEF4\">()<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4; font-style: italic\">model<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">add<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #E0DEF4; font-style: italic\">tf<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #E0DEF4; font-style: italic\">layers<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">dense<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #908CAA\">{<\/span><span style=\"color: #E0DEF4\">units<\/span><span style=\"color: #908CAA\">:<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">1<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> inputShape<\/span><span style=\"color: #908CAA\">:<\/span><span style=\"color: #E0DEF4\"> &#091;<\/span><span style=\"color: #EA9A97\">1<\/span><span style=\"color: #E0DEF4\">&#093;<\/span><span style=\"color: #908CAA\">}<\/span><span style=\"color: #E0DEF4\">))<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4; font-style: italic\">model<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">compile<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #908CAA\">{<\/span><span style=\"color: #E0DEF4\">optimizer<\/span><span style=\"color: #908CAA\">:<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #F6C177\">&#39;sgd&#39;<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> loss<\/span><span style=\"color: #908CAA\">:<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #F6C177\">&#39;meanSquaredError&#39;<\/span><span style=\"color: #908CAA\">}<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #908CAA; font-style: italic\">\/\/<\/span><span style=\"color: #6E6A86; font-style: italic\"> Train and predict<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">await<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">model<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">fit<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #E0DEF4; font-style: italic\">xs<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">ys<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #908CAA\">{<\/span><span style=\"color: #E0DEF4\">epochs<\/span><span style=\"color: #908CAA\">:<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">100<\/span><span style=\"color: #908CAA\">}<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4; font-style: italic\">model<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">predict<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #E0DEF4; font-style: italic\">tf<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">tensor<\/span><span style=\"color: #E0DEF4\">(&#091;<\/span><span style=\"color: #EA9A97\">5<\/span><span style=\"color: #E0DEF4\">&#093;))<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">print<\/span><span style=\"color: #E0DEF4\">()<\/span><span style=\"color: #908CAA\">;<\/span><span style=\"color: #E0DEF4\">  <\/span><span style=\"color: #908CAA; font-style: italic\">\/\/<\/span><span style=\"color: #6E6A86; font-style: italic\"> ~10<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p><\/p>\n\n\n\n<p>As you can see, the syntax is identical. However, in terms of performance, documentation, and community support, Python wins here by far.<\/p>\n\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large centered\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"536\" src=\"https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/javascript_vs_python_speed_test-img-1024x536.jpg\" alt=\"a drawing of a laptop with graphs on it next to a javascript logo and a python logo under the title &quot;JavaScript vs Python Speed Test&quot;.\" class=\"wp-image-89688\" srcset=\"https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/javascript_vs_python_speed_test-img-1024x536.jpg 1024w, https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/javascript_vs_python_speed_test-img-300x157.jpg 300w, https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/javascript_vs_python_speed_test-img-768x402.jpg 768w, https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/javascript_vs_python_speed_test-img-600x314.jpg 600w, https:\/\/proxidize.com\/wp-content\/uploads\/2025\/11\/javascript_vs_python_speed_test-img.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">JavaScript vs Python Speed Test<\/h2>\n\n\n\n<p>In this section I wanted to show you <strong>a practical benchmarking test that looks at two things: Firstly, testing CPU-bound performance by summing numbers in a loop; and secondly, testing async I\/O performance for web requests.<\/strong><\/p>\n\n\n\n<p>These tests were performed on a MacBook Pro with an M1 chip and 16 GB of memory.<\/p>\n\n\n\n<p>The Python vs JavaScript CPU-bound benchmark I created consists of two parts. The first part consists of 1 million integer operations, 500,000 float operations, and 100,000 list operations. The second part of the test is a prime sieve, i.e. find all prime numbers between 1 and 1,000,000.<\/p>\n\n\n\n<p>The entire test was performed 15 times in total \u2014 five back-to-back runs at three different times.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Python Speed Benchmark<\/h3>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro cbp-has-line-numbers\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.75rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;--cbp-line-number-color:#e0def4;--cbp-line-number-width:calc(2 * 0.6 * .75rem);line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><pre class=\"shiki rose-pine-moon\" style=\"background-color: #232136\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #3E8FB0\">import<\/span><span style=\"color: #E0DEF4\"> time<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">import<\/span><span style=\"color: #E0DEF4\"> math<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">def<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">comprehensive_benchmark<\/span><span style=\"color: #908CAA\">():<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">   result <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">0<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">  <\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">   <\/span><span style=\"color: #3E8FB0\">for<\/span><span style=\"color: #E0DEF4\"> i <\/span><span style=\"color: #3E8FB0\">in<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EB6F92; font-style: italic\">range<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #EA9A97\">1_000_000<\/span><span style=\"color: #908CAA\">):<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">       result <\/span><span style=\"color: #3E8FB0\">+=<\/span><span style=\"color: #E0DEF4\"> i <\/span><span style=\"color: #3E8FB0\">*<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">2<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">-<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">1<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">  <\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">   <\/span><span style=\"color: #3E8FB0\">for<\/span><span style=\"color: #E0DEF4\"> i <\/span><span style=\"color: #3E8FB0\">in<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EB6F92; font-style: italic\">range<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #EA9A97\">500_000<\/span><span style=\"color: #908CAA\">):<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">       result <\/span><span style=\"color: #3E8FB0\">+=<\/span><span style=\"color: #E0DEF4\"> math<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">sqrt<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">i<\/span><span style=\"color: #908CAA\">)<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">*<\/span><span style=\"color: #E0DEF4\"> math<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">sin<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">i<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">  <\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">   data <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #908CAA\">&#091;<\/span><span style=\"color: #E0DEF4\">x<\/span><span style=\"color: #3E8FB0\">**<\/span><span style=\"color: #EA9A97\">2<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">for<\/span><span style=\"color: #E0DEF4\"> x <\/span><span style=\"color: #3E8FB0\">in<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EB6F92; font-style: italic\">range<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #EA9A97\">100_000<\/span><span style=\"color: #908CAA\">)&#093;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">   result <\/span><span style=\"color: #3E8FB0\">+=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EB6F92; font-style: italic\">sum<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">data<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">  <\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">   <\/span><span style=\"color: #3E8FB0\">return<\/span><span style=\"color: #E0DEF4\"> result<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">def<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">prime_sieve<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #C4A7E7; font-style: italic\">n<\/span><span style=\"color: #908CAA\">):<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">   sieve <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #908CAA\">&#091;<\/span><span style=\"color: #EA9A97\">True<\/span><span style=\"color: #908CAA\">&#093;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">*<\/span><span style=\"color: #E0DEF4\"> n<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">   sieve<\/span><span style=\"color: #908CAA\">&#091;<\/span><span style=\"color: #EA9A97\">0<\/span><span style=\"color: #908CAA\">&#093;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> sieve<\/span><span style=\"color: #908CAA\">&#091;<\/span><span style=\"color: #EA9A97\">1<\/span><span style=\"color: #908CAA\">&#093;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">False<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">  <\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">   <\/span><span style=\"color: #3E8FB0\">for<\/span><span style=\"color: #E0DEF4\"> i <\/span><span style=\"color: #3E8FB0\">in<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EB6F92; font-style: italic\">range<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #EA9A97\">2<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #9CCFD8\">int<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">math<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">sqrt<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">n<\/span><span style=\"color: #908CAA\">))<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">+<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">1<\/span><span style=\"color: #908CAA\">):<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">       <\/span><span style=\"color: #3E8FB0\">if<\/span><span style=\"color: #E0DEF4\"> sieve<\/span><span style=\"color: #908CAA\">&#091;<\/span><span style=\"color: #E0DEF4\">i<\/span><span style=\"color: #908CAA\">&#093;:<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">           <\/span><span style=\"color: #3E8FB0\">for<\/span><span style=\"color: #E0DEF4\"> j <\/span><span style=\"color: #3E8FB0\">in<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EB6F92; font-style: italic\">range<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">i<\/span><span style=\"color: #3E8FB0\">*<\/span><span style=\"color: #E0DEF4\">i<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> n<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> i<\/span><span style=\"color: #908CAA\">):<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">               sieve<\/span><span style=\"color: #908CAA\">&#091;<\/span><span style=\"color: #E0DEF4\">j<\/span><span style=\"color: #908CAA\">&#093;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">False<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">  <\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">   <\/span><span style=\"color: #3E8FB0\">return<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EB6F92; font-style: italic\">sum<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">sieve<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">comprehensive_benchmark<\/span><span style=\"color: #908CAA\">()<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">prime_sieve<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #EA9A97\">100_000<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">total_iterations <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">3<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">runs_per_benchmark <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">5<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">all_comprehensive_times <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #908CAA\">[]<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">all_prime_times <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #908CAA\">[]<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">for<\/span><span style=\"color: #E0DEF4\"> iteration <\/span><span style=\"color: #3E8FB0\">in<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EB6F92; font-style: italic\">range<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #EA9A97\">1<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> total_iterations <\/span><span style=\"color: #3E8FB0\">+<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">1<\/span><span style=\"color: #908CAA\">):<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">   times <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #908CAA\">[]<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">   <\/span><span style=\"color: #3E8FB0\">for<\/span><span style=\"color: #E0DEF4\"> _ <\/span><span style=\"color: #3E8FB0\">in<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EB6F92; font-style: italic\">range<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">runs_per_benchmark<\/span><span style=\"color: #908CAA\">):<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">       start <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> time<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">time<\/span><span style=\"color: #908CAA\">()<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">       result <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> comprehensive_benchmark<\/span><span style=\"color: #908CAA\">()<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">       end <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> time<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">time<\/span><span style=\"color: #908CAA\">()<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">       times<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">append<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">end <\/span><span style=\"color: #3E8FB0\">-<\/span><span style=\"color: #E0DEF4\"> start<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">  <\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">   all_comprehensive_times<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">extend<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">times<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">  <\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">   times <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #908CAA\">[]<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">   <\/span><span style=\"color: #3E8FB0\">for<\/span><span style=\"color: #E0DEF4\"> _ <\/span><span style=\"color: #3E8FB0\">in<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EB6F92; font-style: italic\">range<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">runs_per_benchmark<\/span><span style=\"color: #908CAA\">):<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">       start <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> time<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">time<\/span><span style=\"color: #908CAA\">()<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">       result <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> prime_sieve<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #EA9A97\">1_000_000<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">       end <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> time<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">time<\/span><span style=\"color: #908CAA\">()<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">       times<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">append<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">end <\/span><span style=\"color: #3E8FB0\">-<\/span><span style=\"color: #E0DEF4\"> start<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">  <\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">   all_prime_times<\/span><span style=\"color: #908CAA\">.<\/span><span style=\"color: #E0DEF4\">extend<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">times<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #EB6F92; font-style: italic\">print<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #3E8FB0\">f<\/span><span style=\"color: #F6C177\">&quot;<\/span><span style=\"color: #3E8FB0\">\\n<\/span><span style=\"color: #F6C177\">Comprehensive Benchmark (<\/span><span style=\"color: #3E8FB0\">{<\/span><span style=\"color: #EB6F92; font-style: italic\">len<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">all_comprehensive_times<\/span><span style=\"color: #908CAA\">)<\/span><span style=\"color: #3E8FB0\">}<\/span><span style=\"color: #F6C177\"> total runs):&quot;<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">overall_avg <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EB6F92; font-style: italic\">sum<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">all_comprehensive_times<\/span><span style=\"color: #908CAA\">)<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">\/<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EB6F92; font-style: italic\">len<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">all_comprehensive_times<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EB6F92; font-style: italic\">print<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #3E8FB0\">f<\/span><span style=\"color: #F6C177\">&quot;  Overall Average: <\/span><span style=\"color: #3E8FB0\">{<\/span><span style=\"color: #E0DEF4\">overall_avg<\/span><span style=\"color: #3E8FB0\">:.4f}<\/span><span style=\"color: #F6C177\"> seconds&quot;<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EB6F92; font-style: italic\">print<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #3E8FB0\">f<\/span><span style=\"color: #F6C177\">&quot;  Overall Min: <\/span><span style=\"color: #3E8FB0\">{<\/span><span style=\"color: #EB6F92; font-style: italic\">min<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">all_comprehensive_times<\/span><span style=\"color: #908CAA\">)<\/span><span style=\"color: #3E8FB0\">:.4f}<\/span><span style=\"color: #F6C177\">s&quot;<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EB6F92; font-style: italic\">print<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #3E8FB0\">f<\/span><span style=\"color: #F6C177\">&quot;  Overall Max: <\/span><span style=\"color: #3E8FB0\">{<\/span><span style=\"color: #EB6F92; font-style: italic\">max<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">all_comprehensive_times<\/span><span style=\"color: #908CAA\">)<\/span><span style=\"color: #3E8FB0\">:.4f}<\/span><span style=\"color: #F6C177\">s&quot;<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EB6F92; font-style: italic\">print<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #3E8FB0\">f<\/span><span style=\"color: #F6C177\">&quot;  Std Dev: <\/span><span style=\"color: #3E8FB0\">{<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #EB6F92; font-style: italic\">sum<\/span><span style=\"color: #908CAA\">((<\/span><span style=\"color: #E0DEF4\">t <\/span><span style=\"color: #3E8FB0\">-<\/span><span style=\"color: #E0DEF4\"> overall_avg<\/span><span style=\"color: #908CAA\">)<\/span><span style=\"color: #3E8FB0\">**<\/span><span style=\"color: #EA9A97\">2<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">for<\/span><span style=\"color: #E0DEF4\"> t <\/span><span style=\"color: #3E8FB0\">in<\/span><span style=\"color: #E0DEF4\"> all_comprehensive_times<\/span><span style=\"color: #908CAA\">)<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">\/<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EB6F92; font-style: italic\">len<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">all_comprehensive_times<\/span><span style=\"color: #908CAA\">))<\/span><span style=\"color: #3E8FB0\">**<\/span><span style=\"color: #EA9A97\">0.5<\/span><span style=\"color: #3E8FB0\">:.4f}<\/span><span style=\"color: #F6C177\">s&quot;<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #EB6F92; font-style: italic\">print<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #3E8FB0\">f<\/span><span style=\"color: #F6C177\">&quot;<\/span><span style=\"color: #3E8FB0\">\\n<\/span><span style=\"color: #F6C177\">Prime Sieve Benchmark (<\/span><span style=\"color: #3E8FB0\">{<\/span><span style=\"color: #EB6F92; font-style: italic\">len<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">all_prime_times<\/span><span style=\"color: #908CAA\">)<\/span><span style=\"color: #3E8FB0\">}<\/span><span style=\"color: #F6C177\"> total runs):&quot;<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">overall_avg <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EB6F92; font-style: italic\">sum<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">all_prime_times<\/span><span style=\"color: #908CAA\">)<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">\/<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EB6F92; font-style: italic\">len<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">all_prime_times<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EB6F92; font-style: italic\">print<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #3E8FB0\">f<\/span><span style=\"color: #F6C177\">&quot;  Overall Average: <\/span><span style=\"color: #3E8FB0\">{<\/span><span style=\"color: #E0DEF4\">overall_avg<\/span><span style=\"color: #3E8FB0\">:.4f}<\/span><span style=\"color: #F6C177\"> seconds&quot;<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EB6F92; font-style: italic\">print<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #3E8FB0\">f<\/span><span style=\"color: #F6C177\">&quot;  Overall Min: <\/span><span style=\"color: #3E8FB0\">{<\/span><span style=\"color: #EB6F92; font-style: italic\">min<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">all_prime_times<\/span><span style=\"color: #908CAA\">)<\/span><span style=\"color: #3E8FB0\">:.4f}<\/span><span style=\"color: #F6C177\">s&quot;<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EB6F92; font-style: italic\">print<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #3E8FB0\">f<\/span><span style=\"color: #F6C177\">&quot;  Overall Max: <\/span><span style=\"color: #3E8FB0\">{<\/span><span style=\"color: #EB6F92; font-style: italic\">max<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">all_prime_times<\/span><span style=\"color: #908CAA\">)<\/span><span style=\"color: #3E8FB0\">:.4f}<\/span><span style=\"color: #F6C177\">s&quot;<\/span><span style=\"color: #908CAA\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EB6F92; font-style: italic\">print<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #3E8FB0\">f<\/span><span style=\"color: #F6C177\">&quot;  Std Dev: <\/span><span style=\"color: #3E8FB0\">{<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #EB6F92; font-style: italic\">sum<\/span><span style=\"color: #908CAA\">((<\/span><span style=\"color: #E0DEF4\">t <\/span><span style=\"color: #3E8FB0\">-<\/span><span style=\"color: #E0DEF4\"> overall_avg<\/span><span style=\"color: #908CAA\">)<\/span><span style=\"color: #3E8FB0\">**<\/span><span style=\"color: #EA9A97\">2<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">for<\/span><span style=\"color: #E0DEF4\"> t <\/span><span style=\"color: #3E8FB0\">in<\/span><span style=\"color: #E0DEF4\"> all_prime_times<\/span><span style=\"color: #908CAA\">)<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">\/<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EB6F92; font-style: italic\">len<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #E0DEF4\">all_prime_times<\/span><span style=\"color: #908CAA\">))<\/span><span style=\"color: #3E8FB0\">**<\/span><span style=\"color: #EA9A97\">0.5<\/span><span style=\"color: #3E8FB0\">:.4f}<\/span><span style=\"color: #F6C177\">s&quot;<\/span><span style=\"color: #908CAA\">)<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p><\/p>\n\n\n\n<div style=\"height:12px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">JavaScript Speed Benchmark<\/h3>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro cbp-has-line-numbers\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.75rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;--cbp-line-number-color:#e0def4;--cbp-line-number-width:calc(2 * 0.6 * .75rem);line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><pre class=\"shiki rose-pine-moon\" style=\"background-color: #232136\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #3E8FB0\">function<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">comprehensiveBenchmark<\/span><span style=\"color: #908CAA\">()<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #908CAA\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><span style=\"color: #3E8FB0\">let<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">result<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">0<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><span style=\"color: #3E8FB0\">for<\/span><span style=\"color: #E0DEF4\"> (<\/span><span style=\"color: #3E8FB0\">let<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">0<\/span><span style=\"color: #908CAA\">;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">&lt;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">1_000_000<\/span><span style=\"color: #908CAA\">;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #3E8FB0\">++<\/span><span style=\"color: #E0DEF4\">) <\/span><span style=\"color: #908CAA\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">        <\/span><span style=\"color: #E0DEF4; font-style: italic\">result<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">+=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">*<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">2<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">-<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">1<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><span style=\"color: #908CAA\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><span style=\"color: #3E8FB0\">for<\/span><span style=\"color: #E0DEF4\"> (<\/span><span style=\"color: #3E8FB0\">let<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">0<\/span><span style=\"color: #908CAA\">;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">&lt;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">500_000<\/span><span style=\"color: #908CAA\">;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #3E8FB0\">++<\/span><span style=\"color: #E0DEF4\">) <\/span><span style=\"color: #908CAA\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">        <\/span><span style=\"color: #E0DEF4; font-style: italic\">result<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">+=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">Math<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">sqrt<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #E0DEF4\">) <\/span><span style=\"color: #3E8FB0\">*<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">Math<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">sin<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><span style=\"color: #908CAA\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">data<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">Array<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">from<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #908CAA\">{<\/span><span style=\"color: #E0DEF4\"> length<\/span><span style=\"color: #908CAA\">:<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">100_000<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #908CAA\">},<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #C4A7E7; font-style: italic\">_<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #C4A7E7; font-style: italic\">x<\/span><span style=\"color: #908CAA\">)<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=&gt;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">x<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">**<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">2<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><span style=\"color: #E0DEF4; font-style: italic\">result<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">+=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">data<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">reduce<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #C4A7E7; font-style: italic\">sum<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #C4A7E7; font-style: italic\">val<\/span><span style=\"color: #908CAA\">)<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=&gt;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">sum<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">+<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">val<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">0<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><span style=\"color: #3E8FB0\">return<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">result<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #908CAA\">}<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">function<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">primeSieve<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #C4A7E7; font-style: italic\">n<\/span><span style=\"color: #908CAA\">)<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #908CAA\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">sieve<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">new<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">Array<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #E0DEF4; font-style: italic\">n<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">fill<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #EA9A97\">true<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><span style=\"color: #E0DEF4; font-style: italic\">sieve<\/span><span style=\"color: #E0DEF4\">&#091;<\/span><span style=\"color: #EA9A97\">0<\/span><span style=\"color: #E0DEF4\">&#093; <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">sieve<\/span><span style=\"color: #E0DEF4\">&#091;<\/span><span style=\"color: #EA9A97\">1<\/span><span style=\"color: #E0DEF4\">&#093; <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">false<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><span style=\"color: #3E8FB0\">for<\/span><span style=\"color: #E0DEF4\"> (<\/span><span style=\"color: #3E8FB0\">let<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">2<\/span><span style=\"color: #908CAA\">;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">&lt;=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">Math<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">sqrt<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #E0DEF4; font-style: italic\">n<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #3E8FB0\">++<\/span><span style=\"color: #E0DEF4\">) <\/span><span style=\"color: #908CAA\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">        <\/span><span style=\"color: #3E8FB0\">if<\/span><span style=\"color: #E0DEF4\"> (<\/span><span style=\"color: #E0DEF4; font-style: italic\">sieve<\/span><span style=\"color: #E0DEF4\">&#091;<\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #E0DEF4\">&#093;) <\/span><span style=\"color: #908CAA\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">            <\/span><span style=\"color: #3E8FB0\">for<\/span><span style=\"color: #E0DEF4\"> (<\/span><span style=\"color: #3E8FB0\">let<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">j<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">*<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #908CAA\">;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">j<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">&lt;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">n<\/span><span style=\"color: #908CAA\">;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">j<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">+=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #E0DEF4\">) <\/span><span style=\"color: #908CAA\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">                <\/span><span style=\"color: #E0DEF4; font-style: italic\">sieve<\/span><span style=\"color: #E0DEF4\">&#091;<\/span><span style=\"color: #E0DEF4; font-style: italic\">j<\/span><span style=\"color: #E0DEF4\">&#093; <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">false<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">            <\/span><span style=\"color: #908CAA\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">        <\/span><span style=\"color: #908CAA\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><span style=\"color: #908CAA\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><span style=\"color: #3E8FB0\">return<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">sieve<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">filter<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #C4A7E7; font-style: italic\">val<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=&gt;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">val<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #9CCFD8\">length<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #908CAA\">}<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #EA9A97\">comprehensiveBenchmark<\/span><span style=\"color: #E0DEF4\">()<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EA9A97\">primeSieve<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #EA9A97\">100_000<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">totalIterations<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">3<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">runsPerBenchmark<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">5<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">allComprehensiveTimes<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> []<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">allPrimeTimes<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> []<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">for<\/span><span style=\"color: #E0DEF4\"> (<\/span><span style=\"color: #3E8FB0\">let<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">iteration<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">1<\/span><span style=\"color: #908CAA\">;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">iteration<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">&lt;=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">totalIterations<\/span><span style=\"color: #908CAA\">;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">iteration<\/span><span style=\"color: #3E8FB0\">++<\/span><span style=\"color: #E0DEF4\">) <\/span><span style=\"color: #908CAA\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #908CAA\">    <\/span><span style=\"color: #908CAA; font-style: italic\">\/\/<\/span><span style=\"color: #6E6A86; font-style: italic\"> Comprehensive benchmark runs<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><span style=\"color: #3E8FB0\">for<\/span><span style=\"color: #E0DEF4\"> (<\/span><span style=\"color: #3E8FB0\">let<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">0<\/span><span style=\"color: #908CAA\">;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">&lt;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">runsPerBenchmark<\/span><span style=\"color: #908CAA\">;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #3E8FB0\">++<\/span><span style=\"color: #E0DEF4\">) <\/span><span style=\"color: #908CAA\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">        <\/span><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">start<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">performance<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">now<\/span><span style=\"color: #E0DEF4\">()<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">        <\/span><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">result<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">comprehensiveBenchmark<\/span><span style=\"color: #E0DEF4\">()<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">        <\/span><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">end<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">performance<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">now<\/span><span style=\"color: #E0DEF4\">()<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">        <\/span><span style=\"color: #E0DEF4; font-style: italic\">allComprehensiveTimes<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">push<\/span><span style=\"color: #E0DEF4\">((<\/span><span style=\"color: #E0DEF4; font-style: italic\">end<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">-<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">start<\/span><span style=\"color: #E0DEF4\">) <\/span><span style=\"color: #3E8FB0\">\/<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">1000<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #908CAA; font-style: italic\">\/\/<\/span><span style=\"color: #6E6A86; font-style: italic\"> Convert to seconds<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><span style=\"color: #908CAA\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><\/span>\n<span class=\"line\"><span style=\"color: #908CAA\">    <\/span><span style=\"color: #908CAA; font-style: italic\">\/\/<\/span><span style=\"color: #6E6A86; font-style: italic\"> Prime sieve runs<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><span style=\"color: #3E8FB0\">for<\/span><span style=\"color: #E0DEF4\"> (<\/span><span style=\"color: #3E8FB0\">let<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">0<\/span><span style=\"color: #908CAA\">;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">&lt;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">runsPerBenchmark<\/span><span style=\"color: #908CAA\">;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">i<\/span><span style=\"color: #3E8FB0\">++<\/span><span style=\"color: #E0DEF4\">) <\/span><span style=\"color: #908CAA\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">        <\/span><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">start<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">performance<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">now<\/span><span style=\"color: #E0DEF4\">()<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">        <\/span><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">result<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">primeSieve<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #EA9A97\">1_000_000<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">        <\/span><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">end<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">performance<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">now<\/span><span style=\"color: #E0DEF4\">()<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">        <\/span><span style=\"color: #E0DEF4; font-style: italic\">allPrimeTimes<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">push<\/span><span style=\"color: #E0DEF4\">((<\/span><span style=\"color: #E0DEF4; font-style: italic\">end<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">-<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">start<\/span><span style=\"color: #E0DEF4\">) <\/span><span style=\"color: #3E8FB0\">\/<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">1000<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #908CAA; font-style: italic\">\/\/<\/span><span style=\"color: #6E6A86; font-style: italic\"> Convert to seconds<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><span style=\"color: #908CAA\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #908CAA\">}<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #908CAA; font-style: italic\">\/\/<\/span><span style=\"color: #6E6A86; font-style: italic\"> Comprehensive Benchmark Stats<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">compAvg<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">allComprehensiveTimes<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">reduce<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #C4A7E7; font-style: italic\">a<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #C4A7E7; font-style: italic\">b<\/span><span style=\"color: #908CAA\">)<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=&gt;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">a<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">+<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">b<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">0<\/span><span style=\"color: #E0DEF4\">) <\/span><span style=\"color: #3E8FB0\">\/<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">allComprehensiveTimes<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #9CCFD8\">length<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">compMin<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">Math<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">min<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #3E8FB0\">...<\/span><span style=\"color: #E0DEF4; font-style: italic\">allComprehensiveTimes<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">compMax<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">Math<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">max<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #3E8FB0\">...<\/span><span style=\"color: #E0DEF4; font-style: italic\">allComprehensiveTimes<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">compStdDev<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">Math<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">sqrt<\/span><span style=\"color: #E0DEF4\">(<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><span style=\"color: #E0DEF4; font-style: italic\">allComprehensiveTimes<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">reduce<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #C4A7E7; font-style: italic\">sum<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #C4A7E7; font-style: italic\">t<\/span><span style=\"color: #908CAA\">)<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=&gt;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">sum<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">+<\/span><span style=\"color: #E0DEF4\"> (<\/span><span style=\"color: #E0DEF4; font-style: italic\">t<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">-<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">compAvg<\/span><span style=\"color: #E0DEF4\">) <\/span><span style=\"color: #3E8FB0\">**<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">2<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">0<\/span><span style=\"color: #E0DEF4\">) <\/span><span style=\"color: #3E8FB0\">\/<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">allComprehensiveTimes<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #9CCFD8\">length<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4; font-style: italic\">console<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">log<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #F6C177\">`<\/span><span style=\"color: #3E8FB0\">\\n<\/span><span style=\"color: #F6C177\">Comprehensive Benchmark (<\/span><span style=\"color: #908CAA\">${<\/span><span style=\"color: #E0DEF4; font-style: italic\">allComprehensiveTimes<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #9CCFD8\">length<\/span><span style=\"color: #908CAA\">}<\/span><span style=\"color: #F6C177\"> total runs):`<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4; font-style: italic\">console<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">log<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #F6C177\">`  Overall Average: <\/span><span style=\"color: #908CAA\">${<\/span><span style=\"color: #E0DEF4; font-style: italic\">compAvg<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">toFixed<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #EA9A97\">4<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">}<\/span><span style=\"color: #F6C177\"> seconds`<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4; font-style: italic\">console<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">log<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #F6C177\">`  Overall Min: <\/span><span style=\"color: #908CAA\">${<\/span><span style=\"color: #E0DEF4; font-style: italic\">compMin<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">toFixed<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #EA9A97\">4<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">}<\/span><span style=\"color: #F6C177\">s`<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4; font-style: italic\">console<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">log<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #F6C177\">`  Overall Max: <\/span><span style=\"color: #908CAA\">${<\/span><span style=\"color: #E0DEF4; font-style: italic\">compMax<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">toFixed<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #EA9A97\">4<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">}<\/span><span style=\"color: #F6C177\">s`<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4; font-style: italic\">console<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">log<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #F6C177\">`  Std Dev: <\/span><span style=\"color: #908CAA\">${<\/span><span style=\"color: #E0DEF4; font-style: italic\">compStdDev<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">toFixed<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #EA9A97\">4<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">}<\/span><span style=\"color: #F6C177\">s`<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #908CAA; font-style: italic\">\/\/<\/span><span style=\"color: #6E6A86; font-style: italic\"> Prime Sieve Stats<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">primeAvg<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">allPrimeTimes<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">reduce<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #C4A7E7; font-style: italic\">a<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #C4A7E7; font-style: italic\">b<\/span><span style=\"color: #908CAA\">)<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=&gt;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">a<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">+<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">b<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">0<\/span><span style=\"color: #E0DEF4\">) <\/span><span style=\"color: #3E8FB0\">\/<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">allPrimeTimes<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #9CCFD8\">length<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">primeMin<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">Math<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">min<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #3E8FB0\">...<\/span><span style=\"color: #E0DEF4; font-style: italic\">allPrimeTimes<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">primeMax<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">Math<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">max<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #3E8FB0\">...<\/span><span style=\"color: #E0DEF4; font-style: italic\">allPrimeTimes<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #3E8FB0\">const<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">primeStdDev<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">Math<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">sqrt<\/span><span style=\"color: #E0DEF4\">(<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">    <\/span><span style=\"color: #E0DEF4; font-style: italic\">allPrimeTimes<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">reduce<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #908CAA\">(<\/span><span style=\"color: #C4A7E7; font-style: italic\">sum<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #C4A7E7; font-style: italic\">t<\/span><span style=\"color: #908CAA\">)<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">=&gt;<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">sum<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">+<\/span><span style=\"color: #E0DEF4\"> (<\/span><span style=\"color: #E0DEF4; font-style: italic\">t<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #3E8FB0\">-<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">primeAvg<\/span><span style=\"color: #E0DEF4\">) <\/span><span style=\"color: #3E8FB0\">**<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">2<\/span><span style=\"color: #908CAA\">,<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #EA9A97\">0<\/span><span style=\"color: #E0DEF4\">) <\/span><span style=\"color: #3E8FB0\">\/<\/span><span style=\"color: #E0DEF4\"> <\/span><span style=\"color: #E0DEF4; font-style: italic\">allPrimeTimes<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #9CCFD8\">length<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4; font-style: italic\">console<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">log<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #F6C177\">`<\/span><span style=\"color: #3E8FB0\">\\n<\/span><span style=\"color: #F6C177\">Prime Sieve Benchmark (<\/span><span style=\"color: #908CAA\">${<\/span><span style=\"color: #E0DEF4; font-style: italic\">allPrimeTimes<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #9CCFD8\">length<\/span><span style=\"color: #908CAA\">}<\/span><span style=\"color: #F6C177\"> total runs):`<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4; font-style: italic\">console<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">log<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #F6C177\">`  Overall Average: <\/span><span style=\"color: #908CAA\">${<\/span><span style=\"color: #E0DEF4; font-style: italic\">primeAvg<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">toFixed<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #EA9A97\">4<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">}<\/span><span style=\"color: #F6C177\"> seconds`<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4; font-style: italic\">console<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">log<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #F6C177\">`  Overall Min: <\/span><span style=\"color: #908CAA\">${<\/span><span style=\"color: #E0DEF4; font-style: italic\">primeMin<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">toFixed<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #EA9A97\">4<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">}<\/span><span style=\"color: #F6C177\">s`<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4; font-style: italic\">console<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">log<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #F6C177\">`  Overall Max: <\/span><span style=\"color: #908CAA\">${<\/span><span style=\"color: #E0DEF4; font-style: italic\">primeMax<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">toFixed<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #EA9A97\">4<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">}<\/span><span style=\"color: #F6C177\">s`<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #E0DEF4; font-style: italic\">console<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">log<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #F6C177\">`  Std Dev: <\/span><span style=\"color: #908CAA\">${<\/span><span style=\"color: #E0DEF4; font-style: italic\">primeStdDev<\/span><span style=\"color: #3E8FB0\">.<\/span><span style=\"color: #EA9A97\">toFixed<\/span><span style=\"color: #E0DEF4\">(<\/span><span style=\"color: #EA9A97\">4<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">}<\/span><span style=\"color: #F6C177\">s`<\/span><span style=\"color: #E0DEF4\">)<\/span><span style=\"color: #908CAA\">;<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">JavaScript vs Python CPU-Bound Benchmark Result Comparison<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">Python Results<\/h4>\n\n\n\n<p><strong>Comprehensive Benchmark<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Average: 0.1498 seconds<\/li>\n\n\n\n<li>Min: 0.1495s | Max: 0.1503s<\/li>\n\n\n\n<li>Std Dev: 0.0002s<\/li>\n<\/ul>\n\n\n\n<p><strong>Prime Sieve Benchmark<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Average: 0.0571 seconds<\/li>\n\n\n\n<li>Min: 0.0559s | Max: 0.0613s<\/li>\n\n\n\n<li>Std Dev: 0.0013s<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">JavaScript Results<\/h4>\n\n\n\n<p><strong>Comprehensive Benchmark<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Average: 0.0105 seconds<\/li>\n\n\n\n<li>Min: 0.0099s | Max: 0.0115s<\/li>\n\n\n\n<li>Std Dev: 0.0005s<\/li>\n<\/ul>\n\n\n\n<p><strong>Prime Sieve Benchmark<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Average: 0.0067 seconds<\/li>\n\n\n\n<li>Min: 0.0055s | Max: 0.0160s<\/li>\n\n\n\n<li>Std Dev: 0.0026s<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">Performance Comparison Table<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Benchmark<\/th><th>Python<\/th><th>JavaScript<\/th><th>Winner<\/th><th>Speed Difference<\/th><\/tr><\/thead><tbody><tr><td><strong>Comprehensive<\/strong><\/td><td>0.1498s<\/td><td>0.0105s<\/td><td>JavaScript<\/td><td>14.3 x faster<\/td><\/tr><tr><td><strong>Prime Sieve<\/strong><\/td><td>0.0571s<\/td><td>0.0067s<\/td><td>JavaScript<\/td><td>8.5 x faster<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>As the tests show, JavaScript is several times faster than Python. This tells us that raw speed isn\u2019t the determining factor in choosing Python over JavaScript or vice versa in a given context. This brings us to the crux and conclusion of our analysis.<\/p>\n\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n\n<p><strong>Choosing the right language really depends on your use case<\/strong> as a user\/dev. If you want to create a frontend client-side interface, you should use JavaScript. If you want to build a fast backend server-side, you should choose to do it in Python.<\/p>\n\n\n\n<p><strong>Key takeaways:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>For any related <strong>client-side code <\/strong>such as mobile development or web development, <strong>JavaScript is the better choice<\/strong> here, since it supports many frameworks and libraries.<\/li>\n\n\n\n<li><strong>Python is much more mature<\/strong> in terms of libraries that can help <strong>in reading and modifying documents<\/strong>. That&#8217;s why many people use Python far more than JavaScript for this use case.<\/li>\n\n\n\n<li><strong>If clarity is the most important factor in your decision, Python wins<\/strong>; the language itself makes clean code mandatory, something that JavaScript doesn\u2019t do by default (but something you can do with a <a href=\"https:\/\/www.testim.io\/blog\/what-is-a-linter-heres-a-definition-and-quick-start-guide\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">linter<\/a>).<\/li>\n\n\n\n<li><strong>Python dominates the ML and data science industry<\/strong> for its powerful libraries, since many data scientists, academics, and analytics-focused people use it daily in their professional lives.<\/li>\n<\/ul>\n\n\n\n<p>The explanation for <strong><em>why<\/em> those are the natural choices<\/strong>, and the discussion around Python vs JavaScript use cases in general, <strong>boils down<\/strong> \u2014 at least in large part \u2014 <strong>to <a href=\"https:\/\/en.wikipedia.org\/wiki\/Path_dependence\" target=\"_blank\" rel=\"noreferrer noopener\">path dependence<\/a><\/strong>.<\/p>\n\n\n\n<p><strong>JavaScript was created specifically for interactivity on websites<\/strong>, which resulted in frameworks and libraries made in JavaScript having a focus on interactivity and speed. Mobile apps and frontend development both need highly interactive UIs, and a lot of the groundwork was already laid in that language. This in turn created a positive feedback loop of more frameworks and libraries building a larger community of developers with that focus, and so on.<\/p>\n\n\n\n<p>By contrast, <strong>Python was created to be simple, readable, and close to human language<\/strong>. That clear syntax, baked into the language itself, led to logic-centered and mathematics libraries being made early on. This allowed developers to build onto that existing infrastructure, contributing to the ecosystem. This created another positive feedback loop, where deep learning frameworks were written in Python, which made machine learning more likely to be further developed in Python, which created an AI ecosystem that is exploding in popularity and drawing billions in investment today.<\/p>\n\n\n\n<p>Developers \u2014 and people generally \u2014 are more likely to take the path of least resistance. Why would you fight an uphill battle to create frameworks in JavaScript that have not only existed in Python for decades, but have had years to mature and millions of contributions from millions of developers?<\/p>\n\n\n\n<p>In an alternate universe where the dice landed differently, NumPy, pandas, and TensorFlow might have been built for JavaScript, which would have been the primary AI language today.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Frequently Asked Questions<\/h2>\n\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list \">\n<div id=\"faq-question-1763652223344\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">Can I use Python for the frontend?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Yes, but it&#8217;s not the preferred choice, since it\u2019s not its strength.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1763652262082\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">Can I use JavaScript for the backend?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Yes, Node.js is one of the best runtime environments on the market for server-side coding.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1763652275691\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">Python vs JavaScript which is better?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>The term \u201cbetter\u201d depends on the context in which you are asking. For example, Python is much better in the AI, machine learning, and data science space. It\u2019s easy to get started and there\u2019s a rich ecosystem. On the other hand, JavaScript is great for full-stack applications because you can do both frontend and backend with it. Which one is better completely depends on your use case.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1763652289583\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">JavaScript vs Python which is easier?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>This is a subjective question \u2014 whether Python or JavaScript is \u201ceasier\u201d really depends on the developer. Someone who has 5 or 6 years of JavaScript experience might find it easy to switch to Python, with the fundamentals of one language being easily transferable to another.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1763652323183\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">Can I use JavaScript and Python in the same project?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Yes, JavaScript can be used as the frontend (client side) and Python can be used as the backend (server side).<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"author":8854,"featured_media":89694,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","format":"standard","categories":[266],"tags":[],"class_list":["post-89677","blog","type-blog","status-publish","format-standard","has-post-thumbnail","hentry","category-tech-tutorials-and-programming"],"acf":[],"_links":{"self":[{"href":"https:\/\/proxidize.com\/wp-json\/wp\/v2\/blog\/89677","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/proxidize.com\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/proxidize.com\/wp-json\/wp\/v2\/types\/blog"}],"author":[{"embeddable":true,"href":"https:\/\/proxidize.com\/wp-json\/wp\/v2\/users\/8854"}],"replies":[{"embeddable":true,"href":"https:\/\/proxidize.com\/wp-json\/wp\/v2\/comments?post=89677"}],"version-history":[{"count":5,"href":"https:\/\/proxidize.com\/wp-json\/wp\/v2\/blog\/89677\/revisions"}],"predecessor-version":[{"id":89697,"href":"https:\/\/proxidize.com\/wp-json\/wp\/v2\/blog\/89677\/revisions\/89697"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/proxidize.com\/wp-json\/wp\/v2\/media\/89694"}],"wp:attachment":[{"href":"https:\/\/proxidize.com\/wp-json\/wp\/v2\/media?parent=89677"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/proxidize.com\/wp-json\/wp\/v2\/categories?post=89677"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/proxidize.com\/wp-json\/wp\/v2\/tags?post=89677"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}