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Measuring the visual experience of
website performance
Patrick Meenan
Google
@patmeenan
pmeenan@webpagetest.org
How fast is your site?
Base page monitoring

• Measures just the HTML response
• How fast the server responded
• Largely for operational monitoring/back-end optimization
• Curl, wget, nagios, pingers, etc
Full Page (synthetic)

• Full browser
• Measures to onLoad
Full Page (RUM)

• Real-user data from the field
• Measures to onLoad
• Possibility for per-application specific measurement points
    – Time to first tweet
Examples
Twitter onLoad (2.4s)   Twitter end of activity (8.2s)
Twitter vs. Amazon
Twitter vs. Amazon
2 Pages, Identical Performance




              http://youtu.be/Ipk1k_IobYg
2 Pages, Identical Performance




              http://youtu.be/Ipk1k_IobYg
Start Render




               Identical
Load Time




            Identical
Last Visual Change




               Identical
Introducing the Speed Index
Visual “Completeness”
Measuring the visual experience of website performance
Unrendered Progress
The Speed Index




        The user experience of A was 7.4 times faster than B

            sites.google.com/a/webpagetest.org/docs/using-webpagetest/metrics/speed-index
Amazon vs. Twitter




                                Amazon               Twitter
            Speed Index         1501                 6014 (+300%)
            onload              2.4                  2.4
            Fully Loaded        6.4                  8.2 (+28%)




      www.webpagetest.org/video/view.php?id=120414_22f2206da973b41621c499e2be01d555cdac6ab0&bare=1
Measuring the visual experience of website performance
www.webpagetest.org
www.webpagetest.org
PageSpeed Service




           www.webpagetest.org/compare
PageSpeed Service Development
Chrome resource prioritization

                        First Paint




     insouciant.org/tech/throttling-subresources-before-first-paint/
Chrome resource prioritization



                                                                       …



     insouciant.org/tech/throttling-subresources-before-first-paint/
Visual Progress
Move Along, There’s Nothing to See Here…




        http://www.flickr.com/photos/danacea/2452567718/
Sensitivities to avoid

• Small visual changes causing large measured differences
    – Pixels move (Layout Changes)
As-Implemented - Histograms
• Fixed End point (Fully loaded)


• Per-color histograms of color distribution across the page
    – Pixel locations irrelevant
    – Works “well enough”
    – Minimal memory required


• Starting Histogram and Final Histogram captured


• Diff from Start to Final


• Each Video frame:
    – Diff against start
    – Compare to Diff from Final (calculate as %)
Lab-Only




           http://www.flickr.com/photos/rmtip21/4788073408/
Measuring the visual experience of website performance
RUM Possibilities

• Measure time of individual DOM elements
• Measure paint events
• Requires browser enhancements
As-Implemented Issues
Interstitials
Backgrounds
Slideshows
Ads
www.flickr.com/photos/powerbooktrance/505269005/
Measuring the visual experience of website performance
Ad

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Measuring the visual experience of website performance