SlideShare ist ein Scribd-Unternehmen logo
1 von 50
1
Karan Kumar
Technical Lead Performance Engineering
June 23, 2016
Measuring Ad Blocker’s
impact on
Site Performance
22
Web Performance
Devices
Format/capability diversity
Sophisticated Apps
Visual, personalized, complex
Networks
0
50
100
150
200
250
Wired LTE WiFi 4G 3G
Latency(ms)
33
Popular browser extensions
> 500 million downloads
> 200M + active users
100M + active users
Adblock Plus blog, 9th May 2016
http://i.imgur.com/IG8oVar.png
https://chrome.google.com/webstore/category/popular
44Source: https://downloads.pagefair.com/wp-content/uploads/2016/05/2015_report-the_cost_of_ad_blocking.pdf
55Source: https://downloads.pagefair.com/wp-content/uploads/2016/05/2015_report-the_cost_of_ad_blocking.pdf
66
BROWSER = EXTENSION =
77
Bird's-eye view
Content
Ads
Filter lists
Source: http://adforads.com/category_images/website.jpg
https://www.digitalmusicnews.com/wp-content/uploads/2015/11/adblocklogo.png
http://findicons.com/files/icons/1579/devine/256/list.png
88
Performance Impact ?
99
Performance Impact
Source: https://twitter.com/inspiredlabs/status/743037699561492480
1010
Performance Impact
Source: https://twitter.com/WalterStephanie/status/742979562049548289
1111
“”The results: For a number of websites
that contained mobile ads with a lot of
data, web page data sizes decreased
significantly and load times accelerated
enormously with ad blockers turned on.””
NY Times Oct 1st 2015
Performance Impact
Source: http://www.nytimes.com/2015/10/01/technology/personaltech/ad-blockers-mobile-iphone-browsers.html?_r=1
1212
Performance Impact
Source: http://rigor.com/blog/2016/06/ad-blocking-above-all-else
“Above All Else, Ad Blocking is a User Experience Problem”
Rigor: 21th June 2016
1313
1414
Extend WebPagetest
• Easy to extend WebPagetest
 Detailed Step-by-Step instructions
• Side-by-Side comparison
• Multivariate tests
1515
Experimental Setup
• Private WebPagetest instance
• WebPagetest replay
 Record live website and playback
 Reduce outliers (time of day, network, DNS, server load etc.)
 Normalize the results
• Cable connection
• Chrome 51 Browser on Windows
Vs.
1616
Example 1: moviemistakes.com
1717
Example 1: moviemistakes.com
1818
Example 1: moviemistakes.com
1919
Example 1: moviemistakes.com
2020
Example 1: moviemistakes.com
2121
Example 1: moviemistakes.com
2222
Example 1: moviemistakes.com
2323
Example 2: apple.com
2424
Example 2: apple.com
No requests were blocked
2525
Example 2: apple.com
2626
Example 2: apple.com
2727
Example 2: apple.com
2828
Example 2: apple.com
2929
Example 3: parents.fr
3030
Example 3: parents.fr
3131
Example 3: parents.fr
3232
Example 3: parents.fr
3333
Example 3: parents.fr
3434
Example 3: parents.fr
3535
Example 3: parents.fr
3636
Example 4: etsy.com
3737
Example 4: etsy.com
3838
Example 4: etsy.com
3939
Example 4: etsy.com
4040
Example 4: etsy.com
4141
Example 4: etsy.com
4242
Example 4: etsy.com
4343
Summary of examples
• Moviemistakes.com
 Better Speed Index, Start Render
• Parents.fr
 Better Speed Index, Worse Start Render
• Apple.com
 Worse Speed Index, Start Render
• Etsy.com
 Worse Speed Index, Start Render
• Higher Time To First Byte
4444
More Experiments
• 2016 Internet Retailer 150 Homepages
• 2016 Top 100 Media Sites
4545
2016 Internet Retailer 150 Homepages
4646
2016 Top 100 Media Sites
4747
Observations
• CPU cycles for blocking content
• Varies by industry
• Huge filter list
 Blocked list
• 580 KB (~1.9 MB)
 Allowed list
• 422 KB (~1.9 MB)
• User experience could be worse
4848
Takeaways
 Overheads of Ad blocker's
 Benefit from blocking content
 performance != universal
 Invest in tooling
 Measure it
49
Thank You!
www.instartlogic.com
Karan Kumar
kkumar@instartlogic.com
@kkumar86
https://www.linkedin.com/in/kkumar86
BOOTH @ 215
5050
View Blocked Content
Without Adblocker Adblocker

Weitere ähnliche Inhalte

Ähnlich wie Measuring adblockers impact on site performance

Conversionista : Conversion manager course - Stockholm 20 march 2013
Conversionista : Conversion manager course  - Stockholm 20 march 2013Conversionista : Conversion manager course  - Stockholm 20 march 2013
Conversionista : Conversion manager course - Stockholm 20 march 2013Craig Sullivan
 
Redefining technical SEO & how we should be thinking about it as an industry ...
Redefining technical SEO & how we should be thinking about it as an industry ...Redefining technical SEO & how we should be thinking about it as an industry ...
Redefining technical SEO & how we should be thinking about it as an industry ...WeLoveSEO
 
International SEO: Optimizing Your Site for a Global Marketplace
International SEO: Optimizing Your Site for a Global MarketplaceInternational SEO: Optimizing Your Site for a Global Marketplace
International SEO: Optimizing Your Site for a Global MarketplaceConductor
 
(130216) #fitalk potentially malicious ur ls
(130216) #fitalk   potentially malicious ur ls(130216) #fitalk   potentially malicious ur ls
(130216) #fitalk potentially malicious ur lsINSIGHT FORENSIC
 
[US] Searchmetrics X 3Q Lunch & Learn - Jordan Koene
[US] Searchmetrics X 3Q Lunch & Learn - Jordan Koene[US] Searchmetrics X 3Q Lunch & Learn - Jordan Koene
[US] Searchmetrics X 3Q Lunch & Learn - Jordan KoeneSearchmetrics
 
Technical SEO: Crawl Space Management - SEOZone Istanbul 2014
Technical SEO: Crawl Space Management - SEOZone Istanbul 2014Technical SEO: Crawl Space Management - SEOZone Istanbul 2014
Technical SEO: Crawl Space Management - SEOZone Istanbul 2014Bastian Grimm
 
Coz speed matters (WordPress Optimization)
Coz speed matters (WordPress Optimization)Coz speed matters (WordPress Optimization)
Coz speed matters (WordPress Optimization)Sakar Khatiwada
 
Smart Factory: Search Engine Optimization
Smart Factory: Search Engine OptimizationSmart Factory: Search Engine Optimization
Smart Factory: Search Engine OptimizationBust Out Solutions
 
96 Top FREE Article Submission directories
96 Top FREE Article Submission directories96 Top FREE Article Submission directories
96 Top FREE Article Submission directoriesWearables Group
 
Search Engine Visibility 2013
Search Engine Visibility 2013Search Engine Visibility 2013
Search Engine Visibility 2013gidgreen
 
SEO Tools of the Trade - Barcelona Affiliate Conference 2014
SEO Tools of the Trade - Barcelona Affiliate Conference 2014SEO Tools of the Trade - Barcelona Affiliate Conference 2014
SEO Tools of the Trade - Barcelona Affiliate Conference 2014Bastian Grimm
 
Redefining Technical SEO - Paul Shapiro at MozCon 2019
Redefining Technical SEO - Paul Shapiro at MozCon 2019Redefining Technical SEO - Paul Shapiro at MozCon 2019
Redefining Technical SEO - Paul Shapiro at MozCon 2019Catalyst
 
Google Chrome - Strategic Plan
Google Chrome - Strategic PlanGoogle Chrome - Strategic Plan
Google Chrome - Strategic PlanPHD Worldwide
 
7 tools to turbo boost your SEO in 2017
7 tools to turbo boost your SEO in 20177 tools to turbo boost your SEO in 2017
7 tools to turbo boost your SEO in 2017Mike Vigar
 
The Next $50 Billion will Come From...Putting Users First
The Next $50 Billion will Come From...Putting Users FirstThe Next $50 Billion will Come From...Putting Users First
The Next $50 Billion will Come From...Putting Users FirstGhostery, Inc.
 
Listening to social signals to adjust your marketing campaigns
Listening to social signals to adjust your marketing campaignsListening to social signals to adjust your marketing campaigns
Listening to social signals to adjust your marketing campaignsDigital Megaphone
 
Topic 6- SEO and Analytics .ppt
Topic 6- SEO and Analytics  .pptTopic 6- SEO and Analytics  .ppt
Topic 6- SEO and Analytics .pptJaySears2
 

Ähnlich wie Measuring adblockers impact on site performance (20)

Conversionista : Conversion manager course - Stockholm 20 march 2013
Conversionista : Conversion manager course  - Stockholm 20 march 2013Conversionista : Conversion manager course  - Stockholm 20 march 2013
Conversionista : Conversion manager course - Stockholm 20 march 2013
 
Redefining technical SEO & how we should be thinking about it as an industry ...
Redefining technical SEO & how we should be thinking about it as an industry ...Redefining technical SEO & how we should be thinking about it as an industry ...
Redefining technical SEO & how we should be thinking about it as an industry ...
 
International SEO: Optimizing Your Site for a Global Marketplace
International SEO: Optimizing Your Site for a Global MarketplaceInternational SEO: Optimizing Your Site for a Global Marketplace
International SEO: Optimizing Your Site for a Global Marketplace
 
(130216) #fitalk potentially malicious ur ls
(130216) #fitalk   potentially malicious ur ls(130216) #fitalk   potentially malicious ur ls
(130216) #fitalk potentially malicious ur ls
 
[US] Searchmetrics X 3Q Lunch & Learn - Jordan Koene
[US] Searchmetrics X 3Q Lunch & Learn - Jordan Koene[US] Searchmetrics X 3Q Lunch & Learn - Jordan Koene
[US] Searchmetrics X 3Q Lunch & Learn - Jordan Koene
 
Technical SEO: Crawl Space Management - SEOZone Istanbul 2014
Technical SEO: Crawl Space Management - SEOZone Istanbul 2014Technical SEO: Crawl Space Management - SEOZone Istanbul 2014
Technical SEO: Crawl Space Management - SEOZone Istanbul 2014
 
Coz speed matters (WordPress Optimization)
Coz speed matters (WordPress Optimization)Coz speed matters (WordPress Optimization)
Coz speed matters (WordPress Optimization)
 
SEO Sample Report
SEO Sample ReportSEO Sample Report
SEO Sample Report
 
Smart Factory: Search Engine Optimization
Smart Factory: Search Engine OptimizationSmart Factory: Search Engine Optimization
Smart Factory: Search Engine Optimization
 
SEO Audit Project
  SEO Audit Project   SEO Audit Project
SEO Audit Project
 
96 Top FREE Article Submission directories
96 Top FREE Article Submission directories96 Top FREE Article Submission directories
96 Top FREE Article Submission directories
 
Search Engine Visibility 2013
Search Engine Visibility 2013Search Engine Visibility 2013
Search Engine Visibility 2013
 
SEO Tools of the Trade - Barcelona Affiliate Conference 2014
SEO Tools of the Trade - Barcelona Affiliate Conference 2014SEO Tools of the Trade - Barcelona Affiliate Conference 2014
SEO Tools of the Trade - Barcelona Affiliate Conference 2014
 
Redefining Technical SEO - Paul Shapiro at MozCon 2019
Redefining Technical SEO - Paul Shapiro at MozCon 2019Redefining Technical SEO - Paul Shapiro at MozCon 2019
Redefining Technical SEO - Paul Shapiro at MozCon 2019
 
Exploring internet
Exploring internetExploring internet
Exploring internet
 
Google Chrome - Strategic Plan
Google Chrome - Strategic PlanGoogle Chrome - Strategic Plan
Google Chrome - Strategic Plan
 
7 tools to turbo boost your SEO in 2017
7 tools to turbo boost your SEO in 20177 tools to turbo boost your SEO in 2017
7 tools to turbo boost your SEO in 2017
 
The Next $50 Billion will Come From...Putting Users First
The Next $50 Billion will Come From...Putting Users FirstThe Next $50 Billion will Come From...Putting Users First
The Next $50 Billion will Come From...Putting Users First
 
Listening to social signals to adjust your marketing campaigns
Listening to social signals to adjust your marketing campaignsListening to social signals to adjust your marketing campaigns
Listening to social signals to adjust your marketing campaigns
 
Topic 6- SEO and Analytics .ppt
Topic 6- SEO and Analytics  .pptTopic 6- SEO and Analytics  .ppt
Topic 6- SEO and Analytics .ppt
 

Kürzlich hochgeladen

Introduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxIntroduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxupamatechverse
 
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...Call Girls in Nagpur High Profile
 
result management system report for college project
result management system report for college projectresult management system report for college project
result management system report for college projectTonystark477637
 
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated  Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...Top Rated  Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...Call Girls in Nagpur High Profile
 
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdfONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdfKamal Acharya
 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Christo Ananth
 
UNIT-III FMM. DIMENSIONAL ANALYSIS
UNIT-III FMM.        DIMENSIONAL ANALYSISUNIT-III FMM.        DIMENSIONAL ANALYSIS
UNIT-III FMM. DIMENSIONAL ANALYSISrknatarajan
 
Introduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxIntroduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxupamatechverse
 
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Dr.Costas Sachpazis
 
Porous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writingPorous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writingrakeshbaidya232001
 
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and workingUNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and workingrknatarajan
 
UNIT-II FMM-Flow Through Circular Conduits
UNIT-II FMM-Flow Through Circular ConduitsUNIT-II FMM-Flow Through Circular Conduits
UNIT-II FMM-Flow Through Circular Conduitsrknatarajan
 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxAsutosh Ranjan
 
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordCCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordAsst.prof M.Gokilavani
 
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...ranjana rawat
 
Online banking management system project.pdf
Online banking management system project.pdfOnline banking management system project.pdf
Online banking management system project.pdfKamal Acharya
 

Kürzlich hochgeladen (20)

Introduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxIntroduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptx
 
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
 
result management system report for college project
result management system report for college projectresult management system report for college project
result management system report for college project
 
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated  Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...Top Rated  Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
 
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdfONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
 
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
 
UNIT-III FMM. DIMENSIONAL ANALYSIS
UNIT-III FMM.        DIMENSIONAL ANALYSISUNIT-III FMM.        DIMENSIONAL ANALYSIS
UNIT-III FMM. DIMENSIONAL ANALYSIS
 
Introduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxIntroduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptx
 
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
 
Water Industry Process Automation & Control Monthly - April 2024
Water Industry Process Automation & Control Monthly - April 2024Water Industry Process Automation & Control Monthly - April 2024
Water Industry Process Automation & Control Monthly - April 2024
 
DJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINE
DJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINEDJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINE
DJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINE
 
Porous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writingPorous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writing
 
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and workingUNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
 
UNIT-II FMM-Flow Through Circular Conduits
UNIT-II FMM-Flow Through Circular ConduitsUNIT-II FMM-Flow Through Circular Conduits
UNIT-II FMM-Flow Through Circular Conduits
 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptx
 
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordCCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
 
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
 
Online banking management system project.pdf
Online banking management system project.pdfOnline banking management system project.pdf
Online banking management system project.pdf
 
Roadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and RoutesRoadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and Routes
 

Measuring adblockers impact on site performance

Hinweis der Redaktion

  1. User end point diversity Webserver stack Network Application ---- Conversions More and more of this complexity is moving towards the user end point and thus factors impacting application performance on user end point become important
  2. Source: https://malwaretips.com/threads/22-billion-in-advertising-revenue-will-be-lost-through-adblockers.49452/
  3. Source: https://downloads.pagefair.com/wp-content/uploads/2016/05/2015_report-the_cost_of_ad_blocking.pdf
  4. Browser will make a GET request, and html page is served, browser beings to parse the page, and create DOM (document Object model), fires other requests on the page ( blocks rendering) Intercept network requests before sending it out from browser Pass through its filter list and either allow or block it Source: http://adforads.com/category_images/website.jpg https://www.digitalmusicnews.com/wp-content/uploads/2015/11/adblocklogo.png http://findicons.com/files/icons/1579/devine/256/list.png Website Content filtering Mainly browser based extensions Filter list Chrome Extension overview https://developer.chrome.com/extensions/overview Content scripts https://developer.chrome.com/extensions/content_scripts https://en.wikipedia.org/wiki/Adblock_Plus
  5. https://twitter.com/inspiredlabs/status/743037699561492480
  6. https://twitter.com/inspiredlabs/status/743037699561492480
  7. Nytimes study
  8. But lets take a pause here for a minute, what we were hearing was Adblockers could imporve user experience They could make the page load faster They could reduce battery usage Adblocks are a UX problem How could I produce the same set of results on my end Spectrum of tools Running locally No standard way of measuring/quantifying
  9. Private: https://sites.google.com/a/webpagetest.org/docs/private-instances WPR: https://sites.google.com/a/webpagetest.org/docs/private-instances/web-page-replay
  10. Removing ad scripts in critical rendering path Total 14 scripts, 8 in Critical rendering path ChromeABP http://www.webpagetest.org/results.php?test=160621_WM_05da47db5ac1447f4a1dc0fd7d9ec883 Chrome http://www.webpagetest.org/results.php?test=160621_DJ_1bfc7b372d1dd4e31f812748f28573ae Side-by-side http://www.webpagetest.org/video/compare.php?tests=160621_DJ_1bfc7b372d1dd4e31f812748f28573ae -r%3A7-l%3AWithout%2C160621_WM_05da47db5ac1447f4a1dc0fd7d9ec883 -r%3A4-l%3AAdblock&thumbSize=200&ival=100&end=doc
  11. Removing ad scripts in critical rendering path Total 14 scripts, 8 in Critical rendering path ChromeABP http://www.webpagetest.org/results.php?test=160621_WM_05da47db5ac1447f4a1dc0fd7d9ec883 Chrome http://www.webpagetest.org/results.php?test=160621_DJ_1bfc7b372d1dd4e31f812748f28573ae Side-by-side http://www.webpagetest.org/video/compare.php?tests=160621_DJ_1bfc7b372d1dd4e31f812748f28573ae -r%3A7-l%3AWithout%2C160621_WM_05da47db5ac1447f4a1dc0fd7d9ec883 -r%3A4-l%3AAdblock&thumbSize=200&ival=100&end=doc
  12. ChromeABP http://www.webpagetest.org/results.php?test=160621_WM_05da47db5ac1447f4a1dc0fd7d9ec883 Chrome http://www.webpagetest.org/results.php?test=160621_DJ_1bfc7b372d1dd4e31f812748f28573ae Side-by-side http://www.webpagetest.org/video/compare.php?tests=160621_DJ_1bfc7b372d1dd4e31f812748f28573ae -r%3A7-l%3AWithout%2C160621_WM_05da47db5ac1447f4a1dc0fd7d9ec883 -r%3A4-l%3AAdblock&thumbSize=200&ival=100&end=doc
  13. ChromeABP http://www.webpagetest.org/results.php?test=160621_WM_05da47db5ac1447f4a1dc0fd7d9ec883 Chrome http://www.webpagetest.org/results.php?test=160621_DJ_1bfc7b372d1dd4e31f812748f28573ae Side-by-side http://www.webpagetest.org/video/compare.php?tests=160621_DJ_1bfc7b372d1dd4e31f812748f28573ae -r%3A7-l%3AWithout%2C160621_WM_05da47db5ac1447f4a1dc0fd7d9ec883 -r%3A4-l%3AAdblock&thumbSize=200&ival=100&end=doc
  14. ChromeABP http://www.webpagetest.org/results.php?test=160621_WM_05da47db5ac1447f4a1dc0fd7d9ec883 Chrome http://www.webpagetest.org/results.php?test=160621_DJ_1bfc7b372d1dd4e31f812748f28573ae Side-by-side http://www.webpagetest.org/video/compare.php?tests=160621_DJ_1bfc7b372d1dd4e31f812748f28573ae -r%3A7-l%3AWithout%2C160621_WM_05da47db5ac1447f4a1dc0fd7d9ec883 -r%3A4-l%3AAdblock&thumbSize=200&ival=100&end=doc
  15. ChromeABP http://www.webpagetest.org/results.php?test=160621_WM_05da47db5ac1447f4a1dc0fd7d9ec883 Chrome http://www.webpagetest.org/results.php?test=160621_DJ_1bfc7b372d1dd4e31f812748f28573ae Side-by-side http://www.webpagetest.org/video/compare.php?tests=160621_DJ_1bfc7b372d1dd4e31f812748f28573ae -r%3A7-l%3AWithout%2C160621_WM_05da47db5ac1447f4a1dc0fd7d9ec883 -r%3A4-l%3AAdblock&thumbSize=200&ival=100&end=doc
  16. ChromeABP http://www.webpagetest.org/results.php?test=160621_WM_05da47db5ac1447f4a1dc0fd7d9ec883 Chrome http://www.webpagetest.org/results.php?test=160621_DJ_1bfc7b372d1dd4e31f812748f28573ae Side-by-side http://www.webpagetest.org/video/compare.php?tests=160621_DJ_1bfc7b372d1dd4e31f812748f28573ae -r%3A7-l%3AWithout%2C160621_WM_05da47db5ac1447f4a1dc0fd7d9ec883 -r%3A4-l%3AAdblock&thumbSize=200&ival=100&end=doc
  17. Apple: Chrome http://www.webpagetest.org/results.php?test=160621_2W_bb24ff0d3af3d923b53f6d62b85ed05b ChromeAbp http://www.webpagetest.org/results.php?test=160621_H9_2c137987b59f4e60a46771ef5d65a6a8 http://www.webpagetest.org/video/compare.php?tests=160621_2W_bb24ff0d3af3d923b53f6d62b85ed05b -r:3-l:Without%2C160621_H9_2c137987b59f4e60a46771ef5d65a6a8-r:5-l:Adblock
  18. Apple: Chrome http://www.webpagetest.org/results.php?test=160621_2W_bb24ff0d3af3d923b53f6d62b85ed05b ChromeAbp http://www.webpagetest.org/results.php?test=160621_H9_2c137987b59f4e60a46771ef5d65a6a8 http://www.webpagetest.org/video/compare.php?tests=160621_2W_bb24ff0d3af3d923b53f6d62b85ed05b -r:3-l:Without%2C160621_H9_2c137987b59f4e60a46771ef5d65a6a8-r:5-l:Adblock
  19. Apple: Chrome http://www.webpagetest.org/results.php?test=160621_2W_bb24ff0d3af3d923b53f6d62b85ed05b ChromeAbp http://www.webpagetest.org/results.php?test=160621_H9_2c137987b59f4e60a46771ef5d65a6a8 http://www.webpagetest.org/video/compare.php?tests=160621_2W_bb24ff0d3af3d923b53f6d62b85ed05b -r:3-l:Without%2C160621_H9_2c137987b59f4e60a46771ef5d65a6a8-r:5-l:Adblock
  20. Apple: Chrome http://www.webpagetest.org/results.php?test=160621_2W_bb24ff0d3af3d923b53f6d62b85ed05b ChromeAbp http://www.webpagetest.org/results.php?test=160621_H9_2c137987b59f4e60a46771ef5d65a6a8 http://www.webpagetest.org/video/compare.php?tests=160621_2W_bb24ff0d3af3d923b53f6d62b85ed05b -r:3-l:Without%2C160621_H9_2c137987b59f4e60a46771ef5d65a6a8-r:5-l:Adblock
  21. Apple: Chrome http://www.webpagetest.org/results.php?test=160621_2W_bb24ff0d3af3d923b53f6d62b85ed05b ChromeAbp http://www.webpagetest.org/results.php?test=160621_H9_2c137987b59f4e60a46771ef5d65a6a8 http://www.webpagetest.org/video/compare.php?tests=160621_2W_bb24ff0d3af3d923b53f6d62b85ed05b -r:3-l:Without%2C160621_H9_2c137987b59f4e60a46771ef5d65a6a8-r:5-l:Adblock
  22. Apple: Chrome http://www.webpagetest.org/results.php?test=160621_2W_bb24ff0d3af3d923b53f6d62b85ed05b ChromeAbp http://www.webpagetest.org/results.php?test=160621_H9_2c137987b59f4e60a46771ef5d65a6a8 http://www.webpagetest.org/video/compare.php?tests=160621_2W_bb24ff0d3af3d923b53f6d62b85ed05b -r:3-l:Without%2C160621_H9_2c137987b59f4e60a46771ef5d65a6a8-r:5-l:Adblock
  23. Chrome http://www.webpagetest.org/results.php?test=160621_HC_47319296a3159b6aa6d0a2c8e2f44b73 ChromeABP http://www.webpagetest.org/results.php?test=160621_EH_e1e9e14ce93cdd1b4e63da6a4ae89999
  24. Chrome http://www.webpagetest.org/results.php?test=160621_HC_47319296a3159b6aa6d0a2c8e2f44b73 ChromeABP http://www.webpagetest.org/results.php?test=160621_EH_e1e9e14ce93cdd1b4e63da6a4ae89999
  25. Chrome http://www.webpagetest.org/results.php?test=160621_HC_47319296a3159b6aa6d0a2c8e2f44b73 ChromeABP http://www.webpagetest.org/results.php?test=160621_EH_e1e9e14ce93cdd1b4e63da6a4ae89999
  26. Chrome http://www.webpagetest.org/results.php?test=160621_HC_47319296a3159b6aa6d0a2c8e2f44b73 ChromeABP http://www.webpagetest.org/results.php?test=160621_EH_e1e9e14ce93cdd1b4e63da6a4ae89999
  27. Chrome http://www.webpagetest.org/results.php?test=160621_HC_47319296a3159b6aa6d0a2c8e2f44b73 ChromeABP http://www.webpagetest.org/results.php?test=160621_EH_e1e9e14ce93cdd1b4e63da6a4ae89999
  28. Chrome http://www.webpagetest.org/results.php?test=160621_HC_47319296a3159b6aa6d0a2c8e2f44b73 ChromeABP http://www.webpagetest.org/results.php?test=160621_EH_e1e9e14ce93cdd1b4e63da6a4ae89999
  29. Chrome http://www.webpagetest.org/results.php?test=160621_HC_47319296a3159b6aa6d0a2c8e2f44b73 ChromeABP http://www.webpagetest.org/results.php?test=160621_EH_e1e9e14ce93cdd1b4e63da6a4ae89999
  30. Chrome http://www.webpagetest.org/results.php?test=160621_HV_fce26e59494634f74ed9105d2aa6de98 ChromeABP http://www.webpagetest.org/results.php?test=160621_FW_4673432e8fdb152544a0ea03009d4c99 Comparison http://www.webpagetest.org/video/compare.php?tests=160621_HV_fce26e59494634f74ed9105d2aa6de98 -r%3A8-l%3AWithout%2C160621_FW_4673432e8fdb152544a0ea03009d4c99 -r%3A6-l%3AAdblock&thumbSize=200&ival=500&end=doc
  31. Chrome http://www.webpagetest.org/results.php?test=160621_HV_fce26e59494634f74ed9105d2aa6de98 ChromeABP http://www.webpagetest.org/results.php?test=160621_FW_4673432e8fdb152544a0ea03009d4c99 Comparison http://www.webpagetest.org/video/compare.php?tests=160621_HV_fce26e59494634f74ed9105d2aa6de98 -r%3A8-l%3AWithout%2C160621_FW_4673432e8fdb152544a0ea03009d4c99 -r%3A6-l%3AAdblock&thumbSize=200&ival=500&end=doc
  32. Chrome http://www.webpagetest.org/results.php?test=160621_HV_fce26e59494634f74ed9105d2aa6de98 ChromeABP http://www.webpagetest.org/results.php?test=160621_FW_4673432e8fdb152544a0ea03009d4c99 Comparison http://www.webpagetest.org/video/compare.php?tests=160621_HV_fce26e59494634f74ed9105d2aa6de98 -r%3A8-l%3AWithout%2C160621_FW_4673432e8fdb152544a0ea03009d4c99 -r%3A6-l%3AAdblock&thumbSize=200&ival=500&end=doc
  33. Chrome http://www.webpagetest.org/results.php?test=160621_HV_fce26e59494634f74ed9105d2aa6de98 ChromeABP http://www.webpagetest.org/results.php?test=160621_FW_4673432e8fdb152544a0ea03009d4c99 Comparison http://www.webpagetest.org/video/compare.php?tests=160621_HV_fce26e59494634f74ed9105d2aa6de98 -r%3A8-l%3AWithout%2C160621_FW_4673432e8fdb152544a0ea03009d4c99 -r%3A6-l%3AAdblock&thumbSize=200&ival=500&end=doc
  34. Chrome http://www.webpagetest.org/results.php?test=160621_HV_fce26e59494634f74ed9105d2aa6de98 ChromeABP http://www.webpagetest.org/results.php?test=160621_FW_4673432e8fdb152544a0ea03009d4c99 Comparison http://www.webpagetest.org/video/compare.php?tests=160621_HV_fce26e59494634f74ed9105d2aa6de98 -r%3A8-l%3AWithout%2C160621_FW_4673432e8fdb152544a0ea03009d4c99 -r%3A6-l%3AAdblock&thumbSize=200&ival=500&end=doc
  35. Chrome http://www.webpagetest.org/results.php?test=160621_HV_fce26e59494634f74ed9105d2aa6de98 ChromeABP http://www.webpagetest.org/results.php?test=160621_FW_4673432e8fdb152544a0ea03009d4c99 Comparison http://www.webpagetest.org/video/compare.php?tests=160621_HV_fce26e59494634f74ed9105d2aa6de98 -r%3A8-l%3AWithout%2C160621_FW_4673432e8fdb152544a0ea03009d4c99 -r%3A6-l%3AAdblock&thumbSize=200&ival=500&end=doc
  36. Chrome http://www.webpagetest.org/results.php?test=160621_HV_fce26e59494634f74ed9105d2aa6de98 ChromeABP http://www.webpagetest.org/results.php?test=160621_FW_4673432e8fdb152544a0ea03009d4c99 Comparison http://www.webpagetest.org/video/compare.php?tests=160621_HV_fce26e59494634f74ed9105d2aa6de98 -r%3A8-l%3AWithout%2C160621_FW_4673432e8fdb152544a0ea03009d4c99 -r%3A6-l%3AAdblock&thumbSize=200&ival=500&end=doc
  37. http://www.webpagetest.org/results.php?test=160621_Z5_4641ee9b85c479c9d393f6e7ecb6938f http://www.webpagetest.org/results.php?test=160621_31_4b99f83538843f8eec280525998722a4