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WEB PERFORMANCE MONITORING

How to Measure Website Performance

From Lighthouse scores to filmstrip views, this guide explains the tools and techniques for measuring website performance and turning data into improvements.

11–16 minutes
June 23, 2026
Denton Chikura

IN THIS DEEP DIVE

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    The quick download:

    Measuring website performance means reading multiple data types together, not just checking a single score.

    • A Lighthouse score combines five metrics into one number. It’s a useful benchmark, but it won’t tell you exactly what to fix on its own.

    • Waterfall charts reveal how assets load in sequence. A large script blocking page render shows up clearly in the waterfall, where raw numbers alone would not.

    • Filmstrip views show your site loading frame by frame, the way a real user experiences it. They add context to metrics like First Contentful Paint that numbers alone can’t explain.

    • Use a consistent test configuration (location, device, connection type) so your measurements stay comparable over time.

    Several approaches and tools exist for measuring website performance. However, the basic premise remains: use a tool to analyze critical metrics and make the necessary site changes to further optimize them.

    This article explores various metrics and tools. We also discuss how to read the various reports the tools generate and further optimize the user experience.

    Summary of key website performance measurement concepts 

    ApproachDescription
    MetricsQuantitative measurements that assess the speed, responsiveness, and overall user experience of a website.
    Lighthouse performance scoreA score between 0-100 that integrates five different performance metrics
    Waterfall chartGives an overview of the loading sequence of assets along with the time taken by each. Reports on several metrics as a line chart over time.
    Filmstrip viewFrame-by-frame view of the order in which a user views the website, providing context to many common metrics.
    Comparative viewShows side-by-side comparison reports of two different site tests to view the change impact or compare different websites.

    How to measure website performance—overview

    Before discussing the methods of measuring website performance, let’s consider what you should measure.

    Metrics that measure website performance

    MetricWhat it measuresMeaning
    Time to First Byte(TTFB)The time it takes for a user’s browser to receive the first data byte from your server after it makes a request.A low TTFB indicates a fast server response time and a better user experience. Ideally, TTFB should be under 800 ms.
    Time to Start Render(TTSR)The time it takes for the first visual edit to appear on the screen after a page begins to load. This metric gives an idea of when a user can start seeing the content on the page—a factor that affects their perception of website quality.
    Speed indexMeasures how quickly the content of a page is visibly displayed during load time.A lower speed Index means the page content appears faster, leading to a better user experience.
    First Contentful Paint (FCP)Marks when the first piece of content is rendered on the screen. This could be text, an image, or any other visible element.It signals to users that the page is starting to load, reducing the perception of waiting. A good FCP score is generally under 1.8 seconds.
    Largest Contentful Paint (LCP)Measures the time it takes for the largest visible content element (e.g., an image or large block of text) to load on the screen.It indicates when the page’s main content has loaded. A good LCP score is generally under 2.5 seconds.
    Fully Loaded TimeThe time it takes for all page resources (including images, scripts, and third-party content) to completely load.This metric reflects the total load time but is less critical for user perception since many users interact with the page before it’s fully loaded.
    First InteractiveMeasures when a page is minimally interactive—meaning the user can interact with the page, but not necessarily without delay.This metric is important for understanding when users can start interacting with the page without major delays.
    Interaction to Next PaintMeasures the time it takes for the browser to provide feedback on user interaction. A lower INP is better as it indicates a more responsive page.
    Cumulative Layout Shift (CLS)Measures the sum of all unexpected layout shifts that occur during the entire lifespan of the page. A layout shift occurs when a visible element changes its position from one rendered frame to the next. A low CLS score indicates that content is stable as it loads, reducing the likelihood that users will accidentally click something unintended.

    Tools for measuring website performance

    Google PageSpeed Insights is a free tool for assessing web performance. It primarily reports in Core Web Vitals and reports your site performance as poor, needs improvement, or good. It also provides speed improvement suggestions for mobile and desktop web page versions.

    WebPageTest is another tool that provides more comprehensive reporting beyond the Core Web Vitals. Tests are conducted from various global locations and real browsers. The free tier offers powerful visualizations like waterfall charts and film strips (explained in the next section). 

    The pro version lets you measure your carbon footprint. You can also conduct experiments. This enables you to make changes and observe the performance impact without altering your actual website. This feature can significantly reduce the time and effort required for website development. You also get API access to integrate the tool into developer workflows.

    Reading your website performance measurement results

    Tools like WebPageTest report your performance metrics using different scores and charts. We describe some common methods below.

    Lighthouse scores

    Lighthouse is an open-source Chrome developer tool for basic performance analysis. Different tools integrate Lighthouse and use the same scoring method to measure performance.

    Lighthouse assigns a score between 0 to 100 across five different categories:

    • Progressive Web Apps (PWA) checks for mobile optimization, HTTPS security, and other modern features.
    • Performance assesses your FCP, LCP, Speed Index, CLS, time to interactive, and total blocking time.
    • Accessibility assesses various website design elements based on the axe user impact assessments, such as accessible buttons and color contrast ratios.
    • Best practices assess whether your website implements different best practices, such as a valid doctype declaration, optimized images, and suitable page titles.
    • SEO checks for SEO best practices like crawlable links, valid robots.txt, and meta descriptions.
    Lighthouse performance scores

    You can conduct Lighthouse performance tests with various device configurations. The default settings for mobile and desktop differ in more than just screen size or the user agent used for device identification. You can choose different device configurations to influence other elements of the test environment.

    • Network latency: how long does data to travel between the client and the server?
    • Network bandwidth: how much data can be exchanged between client and server per second?
    • CPU speed: how quickly can the browser run code or perform tasks like rendering page content?

    You can limit network speed to the parameters specified in the test configuration when the test is conducted on a PC with a fast internet connection. Lighthouse’s mobile scores and metrics are significantly lower because the simulated test environment runs much more slowly on mobile.

    So, how is the performance score in a Lighthouse test actually calculated? We summarize in the table below.

    MetricScore contributionWhat it measures
    Total Blocking Time30%Could a large amount of CPU processing on the page lead to slow user interactions?
    Largest Contentful Paint25%How quickly does the main page content show up?
    Cumulative Layout Shift25%Does page content move around after appearing and disorient the user?
    First Contentful Paint10%How quickly does the first bit of page content show up?
    Speed Index10%How long does it take for most of the page content to appear?

    Waterfall charts

    Waterfall charts map out all the resources on your web page, organizing content by how long they take to load and when they load.

    Is JavaScript slowing down your site speed? Are your large images consuming all of your bandwidth? You also want to check whether your resources are being correctly cached and how they impact page performance. That’s where waterfall charts come in handy.

    Waterfall chart from WebPageTest

    Important elements in a waterfall chart are:

    Key

    The key shows three information types,

    • Information about the connection status (DNS lookup, connection established)
    • The requested resource type (e.g., HTML, images, etc.)
    • Miscellaneous events (wait, JavaScript execution)

    The moment at which the user’s browser requested the resource is indicated by the light shade. The dark shade indicates the actual download point of the resource.

    Request list

    A list of resources the browser identifies on a webpage, along with the sequence in which they were requested. The request number is displayed on the left, and a yellow lock icon indicates whether the request is made through a secure connection (HTTPS).

    Request timeline

    The timeline displays time on the horizontal (x) axis and each request made on the vertical (y) axis. It includes the discovery (wait) phase, the moment requests are sent, and the eventual downloading of resources. 

    CPU utilization

    It displays the CPU usage of the current webpage at any given time, ranging from 0 to 100%.

    Bandwidth In

    This serves as a signal that data has entered the browser. You can use the visualization to quickly observe when the browser is wasting time and when it is working productively. Since the absolute scale isn’t particularly precise, it might be disregarded. 

    Browser Main Thread

    This graph visualizes what the browser’s main thread is doing at any specific point in time (x-axis). The y-axis shows the percentage from 0 – 100%.  

    Page is Interactive

    This graph indicates when the main thread is blocked.

    Vertical lines

    You can see the key for each of the colored vertical lines below the “Waterfall View” header as seen below:

    Waterfall view header example

    The table below summarizes the meanings of the different colored lines in the chart.

    Line colourMetricDescription
    GreenStart RenderMarks the first moment when a user sees any pixels rendered on the page. These pixels might come from various elements, such as background colors or borders, and don’t necessarily represent actual content. Until this point, the screen remains completely blank.
    Light greenFirst Contentful Paint The point where the browser renders anything to the screen that is visually different from before navigation.
    Dark green- dashedLargest Contentful PaintProvides the render time of the largest visible picture or text block within the viewport as of the moment the website first loaded.
    Orange dashedLayout ShiftEvery unexpected layout shift is detected by the test. When a layout change occurs without the user’s interaction (such as pressing a button), it is called an unexpected shift. 
    YellowDOM Interactive The point at which the browser has finished parsing all the HTML, and the DOM construction is complete. Unfortunately, it’s not a reliable metric.
    PinkDOM Content Loaded The point at which the HTML has been loaded and parsed, and the browser has reached the end of the document. All blocking scripts have been loaded and run. At this point, the DOM is completely defined. 
    LavenderOn LoadThe point at which the window load event fires. All objects are in the DOM, and all images and scripts have finished loading. Note the thickness of this line in the key. This indicates that this line represents a duration rather than a single point in time in the waterfall.
    BlueDocument CompleteThe point at which the on-load event has fired and all static image content has loaded. Content changes that are triggered by JavaScript execution may not be included.

    Filmstrip View

    Lighthouse scores and waterfall charts show how your website performs behind the scenes. However, user perception is a key aspect of web performance that is difficult to understand from numbers alone. You want to measure what the user “feels” during a page load, but web pages load too quickly for our eyes to break down the process into discrete steps. 

    That’s where the filmstrip view comes in. It takes periodic screenshots of the page content above the fold and displays each image in chronological order. This allows you to visualize how the page unfolds for the user, like a series of static photos depicting a galloping horse, filmed by Eadweard Muybridge in 1878.

    Stop-motion filmstrip of a moving horse by Eadweard Muybridge

    The film strip helps you visualize the end-user page load experience. Long runs of unchanging or blank images tell you that the page is too slow. You can also observe when content important to the user actually appears. It thus bridges the gap between context-agnostic metrics and user perception.

    You can align the image with places of interest by dragging it left and right. In the example below, the film strip and the page’s rendering start point are aligned.

    Example filmstrip view

    Comparative view

    Ultimately, you measure website performance to improve it. This involves gathering insights and implementing the necessary code changes.

    A comparative view shows the performance impact of any changes made. It compares two test runs side-by-side.

    For example, in WebPageTest, you can see your recent test runs under the test history tab.  

    Select the tests you want to compare, and click the “Compare Selected Tests” button. This will take you through a report similar to the filmstrip view discussed above, but in this view, the two results will be side by side. You can visually see the impact of changes made.

    Example filmstrip view

    The waterfall, graphs, and bar charts are also visible, comparing different metrics side-by-side.

    WebPageTest analyzes your website’s performance and provides actionable recommendations for optimization. With WebPageTest Pro, you can take this further by running experiments to test the impact of suggested changes—without making any modifications to your live site. That way, you can try different changes without impacting your users and roll out only those that deliver the most value to you.

    Best practices in website performance measurement

    The following best practices will help you ensure accurate, consistent, and meaningful results.

    Clear browser cache

    Cached files can significantly speed up page load times on subsequent visits, leading to misleading results. Always clear the browser cache or use incognito mode to simulate a first-time visitor experience.

    Disable browser extensions

    Browser extensions can affect page load times by adding extra scripts or altering how pages are rendered. Disable them to avoid skewing the performance data.

    Test from multiple systems

    Different devices and browsers can have varying performance characteristics. Test on various devices (desktop, tablet, mobile) and browsers (Chrome, Firefox, Safari) to comprehensively understand your site’s performance.

    Analyze all site versions

    Mobile and desktop versions of a site can behave differently due to varying screen sizes, network conditions, and content delivery strategies. Ensure both versions are optimized and tested separately.

    Consider user location

    Geographic location affects latency and load times due to the distance from servers or content delivery network (CDN) endpoints. Test from locations representative of your user base to understand regional performance differences.

    Test critical pages

    Focus on pages critical to user experience, such as the homepage, product pages, checkout processes, or landing pages. These are often the most visited and have the greatest impact on user satisfaction.

    Document test scenarios

    Consistent documentation of the scenarios being tested (e.g., specific user flows, page elements, or dynamic content) helps compare results over time and identify which changes may impact performance.

    Go beyond Core Web Vitals

    WebPageTest provides detailed performance insights, but it’s one component of a comprehensive monitoring approach. Complement synthetic testing with Real User Monitoring (RUM) to gain real-time insights into user behavior and experience, giving you a complete view of your website’s performance.

    LM Internet Performance Monitoring, powered by Catchpoint, leverages one of the largest observability networks in the industry, with over 3,000 vantage points worldwide. This coverage lets you measure user experience across critical locations and service providers, helping you detect and resolve performance issues before they affect your users.

    Performance issues can stem from third parties in your internet stack, such as DNS, APIs, or other services. Internet Performance Monitoring helps you avoid blind spots and includes them in your website performance analysis.

    Take Control of Your Website Performance

    Measuring website performance is the first step. Acting on those insights across your entire internet stack, from infrastructure to end-user experience, is where real improvement happens.

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    FAQs

    What are the most important metrics for measuring website performance?

    The essential metrics include Core Web Vitals (LCP, INP, CLS), Time to First Byte (TTFB), Time to Start Render (TTSR), and overall page load time. Your Lighthouse score gives a consolidated view, while waterfall charts and filmstrip views help you interpret what’s behind those numbers.

    What is a Lighthouse performance score?

    A Lighthouse score is a composite rating from 0 to 100 that measures a page’s performance across five weighted metrics: First Contentful Paint, Speed Index, Largest Contentful Paint, Total Blocking Time, and Cumulative Layout Shift. A score of 90 or above is generally considered good.

    What is a waterfall chart in web performance?

    A waterfall chart shows the sequence of network requests a browser makes when loading a page. Each asset appears as a bar showing its load time. It helps you identify bottlenecks such as slow-loading scripts, large images, or delayed third-party requests.

    What is a filmstrip view in website performance testing?

    A filmstrip view captures screenshots of a webpage loading over time, frame by frame. It shows exactly when content becomes visible to the user, providing visual context for metrics like Speed Index that numbers alone can’t fully explain.

    By Denton Chikura

    Technical Writer

    Denton Chikura is a technical writer and longtime observability advocate focused on helping site reliability engineers and engineering teams discover the tools and capabilities that strengthen internet resilience. He works at the intersection of monitoring, performance, and infrastructure to make complex systems more understandable and usable, bridging the gap between deep technical detail and real‑world operations. His goal is to help teams build faster, detect issues earlier, and recover smarter, ultimately making the internet a better, more reliable place for everyone.

    Disclaimer: The views expressed on this blog are those of the author and do not necessarily reflect the views of LogicMonitor or its affiliates.

    © LogicMonitor 2026 | All rights reserved. | All trademarks, trade names, service marks, and logos referenced herein belong to their respective companies.

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