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Results for https://www.python.org

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Brazil Brazil · Sao Paulo Completed: Apr 4, 2026 16:48 UTC

Mobile 375 × 812

Screenshot of the audited page (Mobile 375×812)

Desktop 1440 × 900

Screenshot of the audited page (Desktop 1440×900)
B81

Site Health

Score: 81 / 100

Based on 8 categories, 0 sections

How is this calculated?

The overall score is a weighted average of individual category scores. Categories with more impact on user experience and security carry more weight.

Performance 25%Security 25%Accessibility 15%SEO 10%Infrastructure 10%Compliance 8%Content 5%Sustainability 2%

Weights reflect general web best practices. Individual needs may differ.

Top Priorities (5)

1

Content-Security-Policy header is missing

Security › Security Headers
2

No Content-Security-Policy header found

Security › Content Security Policy
3

No <main> landmark found

Accessibility › Landmark Structure
4

Cross-Origin-Embedder-Policy header is missing

Security › Security Headers
5

Cross-Origin-Opener-Policy header is missing

Security › Security Headers
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Lighthouse Scores

Industry-standard audits powered by Google Lighthouse.

83
Performance Overall performance score (0–100) based on Core Web Vitals and other metrics. 90+ is good.
75
Accessibility Measures how accessible the page is for users with disabilities. Checks color contrast, ARIA labels, and semantic HTML.
96
Best Practices Checks for modern web development best practices including HTTPS, no console errors, and secure JavaScript.
92
SEO Measures basic SEO optimizations: meta tags, crawlability, link text, and mobile friendliness.

Core Web Vitals

Key metrics that affect user experience.

First Contentful Paint First Contentful Paint — how long until the browser renders the first piece of content. Under 1.8s is good.

2.89 s

Largest Contentful Paint Largest Contentful Paint — how long until the largest visible element loads. Under 2.5s is good.

3.90 s

Total Blocking Time Total Blocking Time — total time the main thread was blocked, preventing user input. Under 200ms is good.

48 ms

Cumulative Layout Shift Cumulative Layout Shift — measures visual stability. How much the page layout shifts during loading. Under 0.1 is good.

0.003

Speed Index Speed Index — how quickly content is visually displayed during load. Under 3.4s is good.

2.89 s

Time to Interactive Time to Interactive — how long until the page is fully interactive and responds to user input. Under 3.8s is good.

4.13 s

Detailed Report

Audit breakdown by category with detailed findings.

83

Performance

Insights

Remove large, duplicate JavaScript modules from bundles to reduce unnecessary bytes consumed by network activity.

Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile Baseline features, unless you know you must support older browsers. Learn why most sites can deploy ES6+ code without transpiling

3rd party code can significantly impact load performance. Reduce and defer loading of 3rd party code to prioritize your page's content.

A forced reflow occurs when JavaScript queries geometric properties (such as offsetWidth) after styles have been invalidated by a change to the DOM state. This can result in poor performance. Learn more about forced reflows and possible mitigations.

headings: [map[key:source label:Source valueType:source-location] map[granularity:1 key:reflowTime label:Total reflow time valueType:ms]]
items: [map[reflowTime:45.482 source:map[type:text value:[unattributed]]]]

Reducing the download time of images can improve the perceived load time of the page and LCP. Learn more about optimizing image size

URLResource SizeEst Savings
python™ div.container > div.site-headline > a > img.python-logo
www.python.org/static/img/python-logo.png15.4 KiB8.8 KiB

Avoid chaining critical requests by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load.

description: [preconnect](https://developer.chrome.com/docs/lighthouse/performance/uses-rel-preconnect/) hints help the browser establish a connection earlier in the page load, saving time when the first request for that origin is made. The following are the origins that the page preconnected to.
title: Preconnected origins
value: no origins were preconnected
description: Add [preconnect](https://developer.chrome.com/docs/lighthouse/performance/uses-rel-preconnect/) hints to your most important origins, but try to use no more than 4.
title: Preconnect candidates
value: No additional origins are good candidates for preconnecting

Requests are blocking the page's initial render, which may delay LCP. Deferring or inlining can move these network requests out of the critical path.

These insights are also available in the Chrome DevTools Performance Panel - record a trace to view more detailed information.

Time to Interactive is the amount of time it takes for the page to become fully interactive. Learn more about the Time to Interactive metric.

TTI

Diagnostics

Minifying CSS files can reduce network payload sizes. Learn how to minify CSS.

Estimated savings: 300 ms 24.0 KiB

Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. Learn how to reduce unused CSS.

Estimated savings: 750 ms 128.4 KiB

Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. Learn how to reduce unused JavaScript.

Estimated savings: 450 ms 59.2 KiB
URLTransfer SizeEst Savings
ajax.googleapis.com/ajax/libs/jqueryui/1.12.1/jquery-ui.min.js66.4 KiB59.2 KiB

Minifying JavaScript files can reduce payload sizes and script parse time. Learn how to minify JavaScript.

Estimated savings: 0.0 ms 2.2 KiB
URLTransfer SizeEst Savings
www.python.org/static/js/main-min.e1f3949ae225.js9.7 KiB2.2 KiB

More information about the performance of your application. These numbers don't directly affect the Performance score.

Max Potential First Input Delay 80 ms
Layout shift culprits
Document request latency
Optimize DOM size
LCP breakdown
Modern HTTP
Optimize viewport for mobile
Avoids enormous network payloads Total size was 471 KiB
JavaScript execution time 0.3 s
Minimizes main-thread work 1.0 s
Avoid long main-thread tasks 4 long tasks found
Image elements have explicit `width` and `height`
Page didn't prevent back/forward cache restoration
Network Requests
Network Round Trip Times 110 ms
Server Backend Latencies 90 ms
Tasks
Diagnostics
Metrics
Screenshot Thumbnails
Final Screenshot
Script Treemap Data
Resources Summary
Avoid multiple page redirects
Initial server response time was short Root document took 0 ms
Avoid large layout shifts 1 layout shift found
INP breakdown
LCP request discovery
User Timing marks and measures
Avoid non-composited animations
75

Accessibility

These checks highlight opportunities to improve the accessibility of your web app. Automatic detection can only detect a subset of issues and does not guarantee the accessibility of your web app, so manual testing is also encouraged.

ARIA

Some ARIA parent roles must contain specific child roles to perform their intended accessibility functions. Learn more about roles and required children elements.

Failing Elements
Python PSF Docs PyPI Jobs Community div#touchnav-wrapper > div#top > nav.meta-navigation > ul.menu
About Applications Quotes Getting Started Help Python Brochure Downloads All re… footer#site-map > div.main-footer-links > div.container > ul#container
Help & Contact Diversity Submit Website Bug Status footer#site-map > div.site-base > div.container > ul.footer-links

Some ARIA child roles must be contained by specific parent roles to properly perform their intended accessibility functions. Learn more about ARIA roles and required parent element.

Failing Elements
Applications ul#container > li.tier-1 > ul.subnav > li.tier-2
Quotes ul#container > li.tier-1 > ul.subnav > li.tier-2
Getting Started ul#container > li.tier-1 > ul.subnav > li.tier-2
Help ul#container > li.tier-1 > ul.subnav > li.tier-2
Python Brochure ul#container > li.tier-1 > ul.subnav > li.tier-2
All releases ul#container > li.tier-1 > ul.subnav > li.tier-2
Source code ul#container > li.tier-1 > ul.subnav > li.tier-2
Windows ul#container > li.tier-1 > ul.subnav > li.tier-2
macOS ul#container > li.tier-1 > ul.subnav > li.tier-2
Android ul#container > li.tier-1 > ul.subnav > li.tier-2
Other Platforms ul#container > li.tier-1 > ul.subnav > li.tier-2
License ul#container > li.tier-1 > ul.subnav > li.tier-2
Alternative Implementations ul#container > li.tier-1 > ul.subnav > li.tier-2
Docs ul#container > li.tier-1 > ul.subnav > li.tier-2
Audio/Visual Talks ul#container > li.tier-1 > ul.subnav > li.tier-2
Beginner's Guide ul#container > li.tier-1 > ul.subnav > li.tier-2
FAQ ul#container > li.tier-1 > ul.subnav > li.tier-2
Non-English Docs ul#container > li.tier-1 > ul.subnav > li.tier-2
PEP Index ul#container > li.tier-1 > ul.subnav > li.tier-2
Python Books ul#container > li.tier-1 > ul.subnav > li.tier-2
Python Essays ul#container > li.tier-1 > ul.subnav > li.tier-2
Diversity ul#container > li.tier-1 > ul.subnav > li.tier-2
Mailing Lists ul#container > li.tier-1 > ul.subnav > li.tier-2
IRC ul#container > li.tier-1 > ul.subnav > li.tier-2
Forums ul#container > li.tier-1 > ul.subnav > li.tier-2
PSF Annual Impact Report ul#container > li.tier-1 > ul.subnav > li.tier-2
Python Conferences ul#container > li.tier-1 > ul.subnav > li.tier-2
Special Interest Groups ul#container > li.tier-1 > ul.subnav > li.tier-2
Python Logo ul#container > li.tier-1 > ul.subnav > li.tier-2
Python Wiki ul#container > li.tier-1 > ul.subnav > li.tier-2
Code of Conduct ul#container > li.tier-1 > ul.subnav > li.tier-2
Community Awards ul#container > li.tier-1 > ul.subnav > li.tier-2
Get Involved ul#container > li.tier-1 > ul.subnav > li.tier-2
Shared Stories ul#container > li.tier-1 > ul.subnav > li.tier-2
Arts ul#container > li.tier-1 > ul.subnav > li.tier-2
Business ul#container > li.tier-1 > ul.subnav > li.tier-2
Education ul#container > li.tier-1 > ul.subnav > li.tier-2
Engineering ul#container > li.tier-1 > ul.subnav > li.tier-2
Government ul#container > li.tier-1 > ul.subnav > li.tier-2
Scientific ul#container > li.tier-1 > ul.subnav > li.tier-2
Software Development ul#container > li.tier-1 > ul.subnav > li.tier-2
Python News ul#container > li.tier-1 > ul.subnav > li.tier-2
PSF Newsletter ul#container > li.tier-1 > ul.subnav > li.tier-2
PSF News ul#container > li.tier-1 > ul.subnav > li.tier-2
PyCon US News ul#container > li.tier-1 > ul.subnav > li.tier-2
News from the Community ul#container > li.tier-1 > ul.subnav > li.tier-2
Python Events ul#container > li.tier-1 > ul.subnav > li.tier-2
User Group Events ul#container > li.tier-1 > ul.subnav > li.tier-2
Python Events Archive ul#container > li.tier-1 > ul.subnav > li.tier-2
User Group Events Archive ul#container > li.tier-1 > ul.subnav > li.tier-2
Submit an Event ul#container > li.tier-1 > ul.subnav > li.tier-2
Developer's Guide ul#container > li.tier-1 > ul.subnav > li.tier-2
Issue Tracker ul#container > li.tier-1 > ul.subnav > li.tier-2
python-dev list ul#container > li.tier-1 > ul.subnav > li.tier-2
Core Mentorship ul#container > li.tier-1 > ul.subnav > li.tier-2
Report a Security Issue ul#container > li.tier-1 > ul.subnav > li.tier-2

Focusable descendents within an `[aria-hidden="true"]` element prevent those interactive elements from being available to users of assistive technologies like screen readers. Learn how `aria-hidden` affects focusable elements.

Failing Elements
Close div#touchnav-wrapper > div#top > nav.meta-navigation > a#close-python-network
The Python Network div#touchnav-wrapper > div#top > nav.meta-navigation > a#python-network
A A div.container > div.options-bar-container > div.options-bar > div.adjust-font-size

These are opportunities to improve the usage of ARIA in your application which may enhance the experience for users of assistive technology, like a screen reader.

Contrast

Low-contrast text is difficult or impossible for many users to read. Learn how to provide sufficient color contrast.

Failing Elements
Back to Top footer#site-map > div.main-footer-links > div.container > a#back-to-top-1
About div.container > ul#container > li.tier-1 > a
Downloads div.container > ul#container > li.tier-1 > a
Documentation div.container > ul#container > li.tier-1 > a
Community div.container > ul#container > li.tier-1 > a
Success Stories div.container > ul#container > li.tier-1 > a
News div.container > ul#container > li.tier-1 > a
Events div.container > ul#container > li.tier-1 > a
Contributing div.container > ul#container > li.tier-1 > a
Back to Top footer#site-map > div.main-footer-links > div.container > a#back-to-top-2

These are opportunities to improve the legibility of your content.

Tables and lists

Screen readers have a specific way of announcing lists. Ensuring proper list structure aids screen reader output. Learn more about proper list structure.

Failing Elements
Applications Quotes Getting Started Help Python Brochure div.container > ul#container > li.tier-1 > ul.subnav
All releases Source code Windows macOS Android Other Platforms License Alternat… div.container > ul#container > li.tier-1 > ul.subnav
Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python … div.container > ul#container > li.tier-1 > ul.subnav
Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences … div.container > ul#container > li.tier-1 > ul.subnav
Arts Business Education Engineering Government Scientific Software Development div.container > ul#container > li.tier-1 > ul.subnav
Python News PSF Newsletter PSF News PyCon US News News from the Community div.container > ul#container > li.tier-1 > ul.subnav
Python Events User Group Events Python Events Archive User Group Events Archive… div.container > ul#container > li.tier-1 > ul.subnav
Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Securi… div.container > ul#container > li.tier-1 > ul.subnav

Screen readers require list items (`<li>`) to be contained within a parent `<ul>`, `<ol>` or `<menu>` to be announced properly. Learn more about proper list structure.

Failing Elements
Python div#top > nav.meta-navigation > ul.menu > li.python-meta
PSF div#top > nav.meta-navigation > ul.menu > li.psf-meta
Docs div#top > nav.meta-navigation > ul.menu > li.docs-meta
PyPI div#top > nav.meta-navigation > ul.menu > li.pypi-meta
Jobs div#top > nav.meta-navigation > ul.menu > li.jobs-meta
Community div#top > nav.meta-navigation > ul.menu > li.shop-meta
About Applications Quotes Getting Started Help Python Brochure div.main-footer-links > div.container > ul#container > li.tier-1
Downloads All releases Source code Windows macOS Android Other Platforms Licens… div.main-footer-links > div.container > ul#container > li.tier-1
Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP… div.main-footer-links > div.container > ul#container > li.tier-1
Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Co… div.main-footer-links > div.container > ul#container > li.tier-1
Success Stories Arts Business Education Engineering Government Scientific Softw… div.main-footer-links > div.container > ul#container > li.tier-1
News Python News PSF Newsletter PSF News PyCon US News News from the Community div.main-footer-links > div.container > ul#container > li.tier-1
Events Python Events User Group Events Python Events Archive User Group Events … div.main-footer-links > div.container > ul#container > li.tier-1
Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Re… div.main-footer-links > div.container > ul#container > li.tier-1
Help & Contact div.site-base > div.container > ul.footer-links > li.tier-1
Diversity div.site-base > div.container > ul.footer-links > li.tier-1
Submit Website Bug div.site-base > div.container > ul.footer-links > li.tier-1
Status div.site-base > div.container > ul.footer-links > li.tier-1

These are opportunities to improve the experience of reading tabular or list data using assistive technology, like a screen reader.

Navigation

A value greater than 0 implies an explicit navigation ordering. Although technically valid, this often creates frustrating experiences for users who rely on assistive technologies. Learn more about the `tabindex` attribute.

Failing Elements
div.options-bar > form.search-the-site > fieldset > input#id-search-field div.options-bar > form.search-the-site > fieldset > input#id-search-field

These are opportunities to improve keyboard navigation in your application.

Interactive controls are keyboard focusable
Interactive elements indicate their purpose and state
The page has a logical tab order
Visual order on the page follows DOM order
User focus is not accidentally trapped in a region
The user's focus is directed to new content added to the page
HTML5 landmark elements are used to improve navigation
Offscreen content is hidden from assistive technology
Custom controls have associated labels
Custom controls have ARIA roles
`[aria-*]` attributes match their roles
`[aria-hidden="true"]` is not present on the document `<body>`
`[role]`s have all required `[aria-*]` attributes
`[role]` values are valid
`[aria-*]` attributes have valid values
`[aria-*]` attributes are valid and not misspelled
Image elements have `[alt]` attributes
Form elements have associated labels
`[user-scalable="no"]` is not used in the `<meta name="viewport">` element and the `[maximum-scale]` attribute is not less than 5.
ARIA attributes are used as specified for the element's role
Elements use only permitted ARIA attributes
ARIA `treeitem` elements have accessible names
Document has a `<title>` element
`<html>` element has a `[lang]` attribute
`<html>` element has a valid value for its `[lang]` attribute
Links are distinguishable without relying on color.
Links have a discernible name
Touch targets have sufficient size and spacing.
Cells in a `<table>` element that use the `[headers]` attribute refer to table cells within the same table.
Heading elements appear in a sequentially-descending order
Document has a main landmark.
Deprecated ARIA roles were not used
Identical links have the same purpose.
`[accesskey]` values are unique
`button`, `link`, and `menuitem` elements have accessible names
Elements with `role="dialog"` or `role="alertdialog"` have accessible names.
ARIA input fields have accessible names
ARIA `meter` elements have accessible names
ARIA `progressbar` elements have accessible names
Elements with the `role=text` attribute do not have focusable descendents.
ARIA toggle fields have accessible names
ARIA `tooltip` elements have accessible names
Buttons have an accessible name
The page contains a heading, skip link, or landmark region
`<dl>`'s contain only properly-ordered `<dt>` and `<dd>` groups, `<script>`, `<template>` or `<div>` elements.
Definition list items are wrapped in `<dl>` elements
ARIA IDs are unique
No form fields have multiple labels
`<frame>` or `<iframe>` elements have a title
`<html>` element has an `[xml:lang]` attribute with the same base language as the `[lang]` attribute.
Input buttons have discernible text.
`<input type="image">` elements have `[alt]` text
The document does not use `<meta http-equiv="refresh">`
`<object>` elements have alternate text
Select elements have associated label elements.
Skip links are focusable.
`<th>` elements and elements with `[role="columnheader"/"rowheader"]` have data cells they describe.
`[lang]` attributes have a valid value
`<video>` elements contain a `<track>` element with `[kind="captions"]`
Tables have different content in the summary attribute and `<caption>`.
All heading elements contain content.
Uses ARIA roles only on compatible elements
Image elements do not have `[alt]` attributes that are redundant text.
Elements with visible text labels have matching accessible names.
Tables use `<caption>` instead of cells with the `[colspan]` attribute to indicate a caption.
`<td>` elements in a large `<table>` have one or more table headers.
96

Best Practices

General

Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. Learn more about this errors in console diagnostic audit

SourceDescription
Error: No ad placements found. at w (https://media.ethicalads.io/media/client/v1.4.0/ethicalads.min.js:1:11867) at https://media.ethicalads.io/media/client/v1.4.0/ethicalads.min.js:1:12977
Uses HTTPS
Avoids deprecated APIs
Avoids third-party cookies
Allows users to paste into input fields
Avoids requesting the geolocation permission on page load
Avoids requesting the notification permission on page load
Displays images with correct aspect ratio
Serves images with appropriate resolution
Page has the HTML doctype
Properly defines charset
No issues in the `Issues` panel in Chrome Devtools
Ensure CSP is effective against XSS attacks
Ensure proper origin isolation with COOP
Mitigate DOM-based XSS with Trusted Types
Detected JavaScript libraries
Page has valid source maps
Redirects HTTP traffic to HTTPS
Use a strong HSTS policy
Mitigate clickjacking with XFO or CSP
92

SEO

These checks ensure that your page is following basic search engine optimization advice. There are many additional factors Lighthouse does not score here that may affect your search ranking, including performance on Core Web Vitals. Learn more about Google Search Essentials.

Content Best Practices

Descriptive link text helps search engines understand your content. Learn how to make links more accessible.

Format your HTML in a way that enables crawlers to better understand your app’s content.

Structured data is valid
Page isn’t blocked from indexing
Document has a `<title>` element
Document has a meta description
Page has successful HTTP status code
Links are crawlable
robots.txt is valid
Image elements have `[alt]` attributes
Document has a valid `hreflang`
Document has a valid `rel=canonical`

Lighthouse Scores

Industry-standard audits powered by Google Lighthouse. — Desktop

86
Performance Overall performance score (0–100) based on Core Web Vitals and other metrics. 90+ is good.
79
Accessibility Measures how accessible the page is for users with disabilities. Checks color contrast, ARIA labels, and semantic HTML.
96
Best Practices Checks for modern web development best practices including HTTPS, no console errors, and secure JavaScript.
92
SEO Measures basic SEO optimizations: meta tags, crawlability, link text, and mobile friendliness.

Core Web Vitals

Key metrics that affect user experience. — Desktop

First Contentful Paint First Contentful Paint — how long until the browser renders the first piece of content. Under 1.8s is good.

614 ms

Largest Contentful Paint Largest Contentful Paint — how long until the largest visible element loads. Under 2.5s is good.

936 ms

Total Blocking Time Total Blocking Time — total time the main thread was blocked, preventing user input. Under 200ms is good.

0 ms

Cumulative Layout Shift Cumulative Layout Shift — measures visual stability. How much the page layout shifts during loading. Under 0.1 is good.

0.258

Speed Index Speed Index — how quickly content is visually displayed during load. Under 3.4s is good.

640 ms

Time to Interactive Time to Interactive — how long until the page is fully interactive and responds to user input. Under 3.8s is good.

936 ms

Detailed Report

Audit breakdown by category with detailed findings.

86

Performance

Insights

Remove large, duplicate JavaScript modules from bundles to reduce unnecessary bytes consumed by network activity.

Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile Baseline features, unless you know you must support older browsers. Learn why most sites can deploy ES6+ code without transpiling

3rd party code can significantly impact load performance. Reduce and defer loading of 3rd party code to prioritize your page's content.

Layout shifts occur when elements move absent any user interaction. Investigate the causes of layout shifts, such as elements being added, removed, or their fonts changing as the page loads.

headings: [map[key:node label:Element subItemsHeading:map[key:extra] valueType:node] map[granularity:0.001 key:score label:Layout shift score subItemsHeading:map[key:cause valueType:text] valueType:numeric]]
items: [map[node:map[type:text value:Total] score:0.257904] map[node:map[boundingRect:map[bottom:969 height:237 left:99 right:1251 top:732 width:1152] lhId:page-2-DIV nodeLabel:Get Started Whether you're new to programming or an experienced developer, it'… path:1,HTML,1,BODY,0,DIV,5,DIV,1,DIV,0,SECTION,1,DIV selector:div#content > div.container > section.main-content > div.row snippet:<div class="row"> type:node] score:0.149392 subItems:map[items:[map[cause:Web font extra:map[type:url value:https://www.python.org/static/fonts/SourceSansPro-Regular-webfont.fd0d51605201.woff]] map[cause:Web font extra:map[type:url value:https://www.python.org/static/fonts/FluxRegular.f5549a4fe75f.woff]] map[cause:Web font extra:map[type:url value:https://www.python.org/static/fonts/SourceSansPro-Bold-webfont.be855452e565.woff]] map[cause:Web font extra:map[type:url value:https://www.python.org/static/fonts/SourceSansPro-It-webfont.1aa29ac0f190.woff]] map[cause:Web font extra:map[type:url value:https://www.python.org/static/fonts/FluxBold.3fd71a747d5c.woff]]] type:subitems]] map[node:map[boundingRect:map[bottom:1923 height:1315 left:0 right:1350 top:609 width:1350] lhId:page-7-DIV nodeLabel: Join us in Long Beach, CA starting May 13, 2026. Grab your ticket and discount… path:1,HTML,1,BODY,0,DIV,5,DIV selector:body#homepage > div#touchnav-wrapper > div#content snippet:<div id="content" class="content-wrapper"> type:node] score:0.108512]]

A forced reflow occurs when JavaScript queries geometric properties (such as offsetWidth) after styles have been invalidated by a change to the DOM state. This can result in poor performance. Learn more about forced reflows and possible mitigations.

headings: [map[key:source label:Top function call valueType:source-location] map[granularity:1 key:reflowTime label:Total reflow time valueType:ms]]
items: [map[reflowTime:12.911 source:map[column:9771 line:2 type:source-location url:https://ajax.googleapis.com/ajax/libs/jquery/1.8.2/jquery.min.js urlProvider:network]]]
headings: [map[key:source label:Source valueType:source-location] map[granularity:1 key:reflowTime label:Total reflow time valueType:ms]]
items: [map[reflowTime:43.865 source:map[type:text value:[unattributed]]] map[reflowTime:0.564 source:map[column:21651 line:1 type:source-location url:https://ajax.googleapis.com/ajax/libs/jquery/1.8.2/jquery.min.js urlProvider:network]] map[reflowTime:0.295 source:map[column:21748 line:1 type:source-location url:https://ajax.googleapis.com/ajax/libs/jquery/1.8.2/jquery.min.js urlProvider:network]] map[reflowTime:0.186 source:map[column:21978 line:1 type:source-location url:https://ajax.googleapis.com/ajax/libs/jquery/1.8.2/jquery.min.js urlProvider:network]] map[reflowTime:0.152 source:map[column:22405 line:1 type:source-location url:https://ajax.googleapis.com/ajax/libs/jquery/1.8.2/jquery.min.js urlProvider:network]] map[reflowTime:0.211 source:map[column:22560 line:1 type:source-location url:https://ajax.googleapis.com/ajax/libs/jquery/1.8.2/jquery.min.js urlProvider:network]] map[reflowTime:0.206 source:map[column:22705 line:1 type:source-location url:https://ajax.googleapis.com/ajax/libs/jquery/1.8.2/jquery.min.js urlProvider:network]] map[reflowTime:0.689 source:map[column:6429 line:8 type:source-location url:https://www.python.org/static/js/libs/masonry.pkgd.min.js urlProvider:network]] map[reflowTime:0.433 source:map[column:6586 line:8 type:source-location url:https://www.python.org/static/js/libs/masonry.pkgd.min.js urlProvider:network]] map[reflowTime:0.274 source:map[column:6624 line:8 type:source-location url:https://www.python.org/static/js/libs/masonry.pkgd.min.js urlProvider:network]] map[reflowTime:3.913 source:map[column:75860 line:1 type:source-location url:https://ajax.googleapis.com/ajax/libs/jquery/1.8.2/jquery.min.js urlProvider:network]] map[reflowTime:3.47 source:map[column:3477 line:1 type:source-location url:https://ajax.googleapis.com/ajax/libs/jquery/1.8.2/jquery.min.js urlProvider:network]] map[reflowTime:1.63 source:map[column:3463 line:1 type:source-location url:https://ajax.googleapis.com/ajax/libs/jquery/1.8.2/jquery.min.js urlProvider:network]] map[reflowTime:0.888 source:map[column:75206 line:1 type:source-location url:https://ajax.googleapis.com/ajax/libs/jquery/1.8.2/jquery.min.js urlProvider:network]] map[reflowTime:0.228 source:map[column:787 line:0 type:source-location url:https://analytics.python.org/js/script.file-downloads.outbound-links.js urlProvider:network]]]

Reducing the download time of images can improve the perceived load time of the page and LCP. Learn more about optimizing image size

URLResource SizeEst Savings
python™ div.container > div.site-headline > a > img.python-logo
www.python.org/static/img/python-logo.png15.4 KiB11.6 KiB

Avoid chaining critical requests by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load.

description: [preconnect](https://developer.chrome.com/docs/lighthouse/performance/uses-rel-preconnect/) hints help the browser establish a connection earlier in the page load, saving time when the first request for that origin is made. The following are the origins that the page preconnected to.
title: Preconnected origins
value: no origins were preconnected
description: Add [preconnect](https://developer.chrome.com/docs/lighthouse/performance/uses-rel-preconnect/) hints to your most important origins, but try to use no more than 4.
title: Preconnect candidates
value: No additional origins are good candidates for preconnecting

These insights are also available in the Chrome DevTools Performance Panel - record a trace to view more detailed information.

Diagnostics

Minifying CSS files can reduce network payload sizes. Learn how to minify CSS.

Estimated savings: 40 ms 24.0 KiB

Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. Learn how to reduce unused CSS.

Estimated savings: 80 ms 125.5 KiB

Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. Learn how to reduce unused JavaScript.

Estimated savings: 40 ms 59.2 KiB
URLTransfer SizeEst Savings
ajax.googleapis.com/ajax/libs/jqueryui/1.12.1/jquery-ui.min.js66.4 KiB59.2 KiB

Minifying JavaScript files can reduce payload sizes and script parse time. Learn how to minify JavaScript.

Estimated savings: 0.0 ms 2.2 KiB
URLTransfer SizeEst Savings
www.python.org/static/js/main-min.e1f3949ae225.js9.7 KiB2.2 KiB

More information about the performance of your application. These numbers don't directly affect the Performance score.

These are the largest layout shifts observed on the page. Each table item represents a single layout shift, and shows the element that shifted the most. Below each item are possible root causes that led to the layout shift. Some of these layout shifts may not be included in the CLS metric value due to windowing. Learn how to improve CLS

ElementLayout shift score
Get Started Whether you're new to programming or an experienced developer, it'… div#content > div.container > section.main-content > div.row
0.149
Join us in Long Beach, CA starting May 13, 2026. Grab your ticket and discount… body#homepage > div#touchnav-wrapper > div#content
0.109
Document request latency
Optimize DOM size
LCP breakdown
Modern HTTP
Optimize viewport for mobile
Time to Interactive 0.9 s
Max Potential First Input Delay 30 ms
Avoids enormous network payloads Total size was 487 KiB
JavaScript execution time 0.1 s
Minimizes main-thread work 0.4 s
Image elements have explicit `width` and `height`
Page didn't prevent back/forward cache restoration
Network Requests
Network Round Trip Times 110 ms
Server Backend Latencies 280 ms
Tasks
Diagnostics
Metrics
Screenshot Thumbnails
Final Screenshot
Script Treemap Data
Resources Summary
Avoid multiple page redirects
Initial server response time was short Root document took 0 ms
INP breakdown
LCP request discovery
User Timing marks and measures
Avoid long main-thread tasks
Avoid non-composited animations
79

Accessibility

These checks highlight opportunities to improve the accessibility of your web app. Automatic detection can only detect a subset of issues and does not guarantee the accessibility of your web app, so manual testing is also encouraged.

ARIA

Some ARIA parent roles must contain specific child roles to perform their intended accessibility functions. Learn more about roles and required children elements.

Failing Elements
Python PSF Docs PyPI Jobs Community div#touchnav-wrapper > div#top > nav.meta-navigation > ul.menu
About Downloads Documentation Community Success Stories News Events header.main-header > div.container > nav#mainnav > ul.navigation
About Applications Quotes Getting Started Help Python Brochure Downloads All re… footer#site-map > div.main-footer-links > div.container > ul#container
Help & General Contact Diversity Initiatives Submit Website Bug Status footer#site-map > div.site-base > div.container > ul.footer-links

Some ARIA child roles must be contained by specific parent roles to properly perform their intended accessibility functions. Learn more about ARIA roles and required parent element.

Failing Elements
Applications ul#container > li.tier-1 > ul.subnav > li.tier-2
Quotes ul#container > li.tier-1 > ul.subnav > li.tier-2
Getting Started ul#container > li.tier-1 > ul.subnav > li.tier-2
Help ul#container > li.tier-1 > ul.subnav > li.tier-2
Python Brochure ul#container > li.tier-1 > ul.subnav > li.tier-2
All releases ul#container > li.tier-1 > ul.subnav > li.tier-2
Source code ul#container > li.tier-1 > ul.subnav > li.tier-2
Windows ul#container > li.tier-1 > ul.subnav > li.tier-2
macOS ul#container > li.tier-1 > ul.subnav > li.tier-2
Android ul#container > li.tier-1 > ul.subnav > li.tier-2
Other Platforms ul#container > li.tier-1 > ul.subnav > li.tier-2
License ul#container > li.tier-1 > ul.subnav > li.tier-2
Alternative Implementations ul#container > li.tier-1 > ul.subnav > li.tier-2
Docs ul#container > li.tier-1 > ul.subnav > li.tier-2
Audio/Visual Talks ul#container > li.tier-1 > ul.subnav > li.tier-2
Beginner's Guide ul#container > li.tier-1 > ul.subnav > li.tier-2
FAQ ul#container > li.tier-1 > ul.subnav > li.tier-2
Non-English Docs ul#container > li.tier-1 > ul.subnav > li.tier-2
PEP Index ul#container > li.tier-1 > ul.subnav > li.tier-2
Python Books ul#container > li.tier-1 > ul.subnav > li.tier-2
Python Essays ul#container > li.tier-1 > ul.subnav > li.tier-2
Diversity ul#container > li.tier-1 > ul.subnav > li.tier-2
Mailing Lists ul#container > li.tier-1 > ul.subnav > li.tier-2
IRC ul#container > li.tier-1 > ul.subnav > li.tier-2
Forums ul#container > li.tier-1 > ul.subnav > li.tier-2
PSF Annual Impact Report ul#container > li.tier-1 > ul.subnav > li.tier-2
Python Conferences ul#container > li.tier-1 > ul.subnav > li.tier-2
Special Interest Groups ul#container > li.tier-1 > ul.subnav > li.tier-2
Python Logo ul#container > li.tier-1 > ul.subnav > li.tier-2
Python Wiki ul#container > li.tier-1 > ul.subnav > li.tier-2
Code of Conduct ul#container > li.tier-1 > ul.subnav > li.tier-2
Community Awards ul#container > li.tier-1 > ul.subnav > li.tier-2
Get Involved ul#container > li.tier-1 > ul.subnav > li.tier-2
Shared Stories ul#container > li.tier-1 > ul.subnav > li.tier-2
Arts ul#container > li.tier-1 > ul.subnav > li.tier-2
Business ul#container > li.tier-1 > ul.subnav > li.tier-2
Education ul#container > li.tier-1 > ul.subnav > li.tier-2
Engineering ul#container > li.tier-1 > ul.subnav > li.tier-2
Government ul#container > li.tier-1 > ul.subnav > li.tier-2
Scientific ul#container > li.tier-1 > ul.subnav > li.tier-2
Software Development ul#container > li.tier-1 > ul.subnav > li.tier-2
Python News ul#container > li.tier-1 > ul.subnav > li.tier-2
PSF Newsletter ul#container > li.tier-1 > ul.subnav > li.tier-2
PSF News ul#container > li.tier-1 > ul.subnav > li.tier-2
PyCon US News ul#container > li.tier-1 > ul.subnav > li.tier-2
News from the Community ul#container > li.tier-1 > ul.subnav > li.tier-2
Python Events ul#container > li.tier-1 > ul.subnav > li.tier-2
User Group Events ul#container > li.tier-1 > ul.subnav > li.tier-2
Python Events Archive ul#container > li.tier-1 > ul.subnav > li.tier-2
User Group Events Archive ul#container > li.tier-1 > ul.subnav > li.tier-2
Submit an Event ul#container > li.tier-1 > ul.subnav > li.tier-2
Developer's Guide ul#container > li.tier-1 > ul.subnav > li.tier-2
Issue Tracker ul#container > li.tier-1 > ul.subnav > li.tier-2
python-dev list ul#container > li.tier-1 > ul.subnav > li.tier-2
Core Mentorship ul#container > li.tier-1 > ul.subnav > li.tier-2
Report a Security Issue ul#container > li.tier-1 > ul.subnav > li.tier-2

These are opportunities to improve the usage of ARIA in your application which may enhance the experience for users of assistive technology, like a screen reader.

Contrast

Low-contrast text is difficult or impossible for many users to read. Learn how to provide sufficient color contrast.

Failing Elements
div.options-bar > form.search-the-site > fieldset > input#id-search-field div.options-bar > form.search-the-site > fieldset > input#id-search-field
# Python 3: Fibonacci series up to n >>> def fib(n): >>> a, b = 0, 1 >>> … li.flex-active-slide > div.slide-code > pre > code
# Python 3: Fibonacci series up to n div.slide-code > pre > code > span.comment
0 1 1 2 3 5 8 13 21 34 55 89 144 233 377 610 987 div.slide-code > pre > code > span.output
About div.container > ul#container > li.tier-1 > a
Downloads div.container > ul#container > li.tier-1 > a
Documentation div.container > ul#container > li.tier-1 > a
Community div.container > ul#container > li.tier-1 > a
Success Stories div.container > ul#container > li.tier-1 > a
News div.container > ul#container > li.tier-1 > a
Events div.container > ul#container > li.tier-1 > a
Contributing div.container > ul#container > li.tier-1 > a

These are opportunities to improve the legibility of your content.

Tables and lists

Screen readers have a specific way of announcing lists. Ensuring proper list structure aids screen reader output. Learn more about proper list structure.

Failing Elements
Applications Quotes Getting Started Help Python Brochure div.container > ul#container > li.tier-1 > ul.subnav
All releases Source code Windows macOS Android Other Platforms License Alternat… div.container > ul#container > li.tier-1 > ul.subnav
Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP Index Python … div.container > ul#container > li.tier-1 > ul.subnav
Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Conferences … div.container > ul#container > li.tier-1 > ul.subnav
Arts Business Education Engineering Government Scientific Software Development div.container > ul#container > li.tier-1 > ul.subnav
Python News PSF Newsletter PSF News PyCon US News News from the Community div.container > ul#container > li.tier-1 > ul.subnav
Python Events User Group Events Python Events Archive User Group Events Archive… div.container > ul#container > li.tier-1 > ul.subnav
Developer's Guide Issue Tracker python-dev list Core Mentorship Report a Securi… div.container > ul#container > li.tier-1 > ul.subnav

Screen readers require list items (`<li>`) to be contained within a parent `<ul>`, `<ol>` or `<menu>` to be announced properly. Learn more about proper list structure.

Failing Elements
Python div#top > nav.meta-navigation > ul.menu > li.python-meta
PSF div#top > nav.meta-navigation > ul.menu > li.psf-meta
Docs div#top > nav.meta-navigation > ul.menu > li.docs-meta
PyPI div#top > nav.meta-navigation > ul.menu > li.pypi-meta
Jobs div#top > nav.meta-navigation > ul.menu > li.jobs-meta
Community div#top > nav.meta-navigation > ul.menu > li.shop-meta
About div.container > nav#mainnav > ul.navigation > li#about
Downloads div.container > nav#mainnav > ul.navigation > li#downloads
Documentation div.container > nav#mainnav > ul.navigation > li#documentation
Community div.container > nav#mainnav > ul.navigation > li#community
Success Stories div.container > nav#mainnav > ul.navigation > li#success-stories
News div.container > nav#mainnav > ul.navigation > li#news
Events div.container > nav#mainnav > ul.navigation > li#events
About Applications Quotes Getting Started Help Python Brochure div.main-footer-links > div.container > ul#container > li.tier-1
Downloads All releases Source code Windows macOS Android Other Platforms Licens… div.main-footer-links > div.container > ul#container > li.tier-1
Documentation Docs Audio/Visual Talks Beginner's Guide FAQ Non-English Docs PEP… div.main-footer-links > div.container > ul#container > li.tier-1
Community Diversity Mailing Lists IRC Forums PSF Annual Impact Report Python Co… div.main-footer-links > div.container > ul#container > li.tier-1
Success Stories Arts Business Education Engineering Government Scientific Softw… div.main-footer-links > div.container > ul#container > li.tier-1
News Python News PSF Newsletter PSF News PyCon US News News from the Community div.main-footer-links > div.container > ul#container > li.tier-1
Events Python Events User Group Events Python Events Archive User Group Events … div.main-footer-links > div.container > ul#container > li.tier-1
Contributing Developer's Guide Issue Tracker python-dev list Core Mentorship Re… div.main-footer-links > div.container > ul#container > li.tier-1
Help & General Contact div.site-base > div.container > ul.footer-links > li.tier-1
Diversity Initiatives div.site-base > div.container > ul.footer-links > li.tier-1
Submit Website Bug div.site-base > div.container > ul.footer-links > li.tier-1
Status div.site-base > div.container > ul.footer-links > li.tier-1

These are opportunities to improve the experience of reading tabular or list data using assistive technology, like a screen reader.

Navigation

A value greater than 0 implies an explicit navigation ordering. Although technically valid, this often creates frustrating experiences for users who rely on assistive technologies. Learn more about the `tabindex` attribute.

Failing Elements
div.options-bar > form.search-the-site > fieldset > input#id-search-field div.options-bar > form.search-the-site > fieldset > input#id-search-field
GO div.options-bar > form.search-the-site > fieldset > button#submit

These are opportunities to improve keyboard navigation in your application.

Interactive controls are keyboard focusable
Interactive elements indicate their purpose and state
The page has a logical tab order
Visual order on the page follows DOM order
User focus is not accidentally trapped in a region
The user's focus is directed to new content added to the page
HTML5 landmark elements are used to improve navigation
Offscreen content is hidden from assistive technology
Custom controls have associated labels
Custom controls have ARIA roles
`[aria-*]` attributes match their roles
`[aria-hidden="true"]` is not present on the document `<body>`
`[role]`s have all required `[aria-*]` attributes
`[role]` values are valid
`[aria-*]` attributes have valid values
`[aria-*]` attributes are valid and not misspelled
Buttons have an accessible name
Image elements have `[alt]` attributes
Form elements have associated labels
`[user-scalable="no"]` is not used in the `<meta name="viewport">` element and the `[maximum-scale]` attribute is not less than 5.
ARIA attributes are used as specified for the element's role
`[aria-hidden="true"]` elements do not contain focusable descendents
Elements use only permitted ARIA attributes
ARIA `treeitem` elements have accessible names
Document has a `<title>` element
`<html>` element has a `[lang]` attribute
`<html>` element has a valid value for its `[lang]` attribute
Links are distinguishable without relying on color.
Links have a discernible name
Touch targets have sufficient size and spacing.
Cells in a `<table>` element that use the `[headers]` attribute refer to table cells within the same table.
Heading elements appear in a sequentially-descending order
Document has a main landmark.
Deprecated ARIA roles were not used
Identical links have the same purpose.
`[accesskey]` values are unique
`button`, `link`, and `menuitem` elements have accessible names
Elements with `role="dialog"` or `role="alertdialog"` have accessible names.
ARIA input fields have accessible names
ARIA `meter` elements have accessible names
ARIA `progressbar` elements have accessible names
Elements with the `role=text` attribute do not have focusable descendents.
ARIA toggle fields have accessible names
ARIA `tooltip` elements have accessible names
The page contains a heading, skip link, or landmark region
`<dl>`'s contain only properly-ordered `<dt>` and `<dd>` groups, `<script>`, `<template>` or `<div>` elements.
Definition list items are wrapped in `<dl>` elements
ARIA IDs are unique
No form fields have multiple labels
`<frame>` or `<iframe>` elements have a title
`<html>` element has an `[xml:lang]` attribute with the same base language as the `[lang]` attribute.
Input buttons have discernible text.
`<input type="image">` elements have `[alt]` text
The document does not use `<meta http-equiv="refresh">`
`<object>` elements have alternate text
Select elements have associated label elements.
Skip links are focusable.
`<th>` elements and elements with `[role="columnheader"/"rowheader"]` have data cells they describe.
`[lang]` attributes have a valid value
`<video>` elements contain a `<track>` element with `[kind="captions"]`
Tables have different content in the summary attribute and `<caption>`.
All heading elements contain content.
Uses ARIA roles only on compatible elements
Image elements do not have `[alt]` attributes that are redundant text.
Elements with visible text labels have matching accessible names.
Tables use `<caption>` instead of cells with the `[colspan]` attribute to indicate a caption.
`<td>` elements in a large `<table>` have one or more table headers.
96

Best Practices

General

Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. Learn more about this errors in console diagnostic audit

SourceDescription
Error: No ad placements found. at w (https://media.ethicalads.io/media/client/v1.4.0/ethicalads.min.js:1:11867) at https://media.ethicalads.io/media/client/v1.4.0/ethicalads.min.js:1:12977
Uses HTTPS
Avoids deprecated APIs
Avoids third-party cookies
Allows users to paste into input fields
Avoids requesting the geolocation permission on page load
Avoids requesting the notification permission on page load
Displays images with correct aspect ratio
Serves images with appropriate resolution
Page has the HTML doctype
Properly defines charset
No issues in the `Issues` panel in Chrome Devtools
Ensure CSP is effective against XSS attacks
Ensure proper origin isolation with COOP
Mitigate DOM-based XSS with Trusted Types
Detected JavaScript libraries
Page has valid source maps
Redirects HTTP traffic to HTTPS
Use a strong HSTS policy
Mitigate clickjacking with XFO or CSP
92

SEO

These checks ensure that your page is following basic search engine optimization advice. There are many additional factors Lighthouse does not score here that may affect your search ranking, including performance on Core Web Vitals. Learn more about Google Search Essentials.

Content Best Practices

Descriptive link text helps search engines understand your content. Learn how to make links more accessible.

Format your HTML in a way that enables crawlers to better understand your app’s content.

Structured data is valid
Page isn’t blocked from indexing
Document has a `<title>` element
Document has a meta description
Page has successful HTTP status code
Links are crawlable
robots.txt is valid
Image elements have `[alt]` attributes
Document has a valid `hreflang`
Document has a valid `rel=canonical`

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