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https://umass.edu

Performance

· 17 checks — Lighthouse + waterfall + sustainability rolled into one auditable list.
SCORE
68
GRADE
D
FIX
6
REVIEW
2
PASS
7
INFO
2

Performance-focused optimization plan with CWV assessment, top offenders, and time estimates

Mobile Desktop
42
Performance Overall performance score (0–100) based on Core Web Vitals and other metrics. 90+ is good.
91
Accessibility Measures how accessible the page is for users with disabilities. Checks color contrast, ARIA labels, and semantic HTML.
77
Best Practices Checks for modern web development best practices including HTTPS, no console errors, and secure JavaScript.
83
SEO Measures basic SEO optimizations: meta tags, crawlability, link text, and mobile friendliness.

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

2.86 s

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

9.01 s

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

1.02 s

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

0.004

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

6.57 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.

18.98 s

Page Load Progression

442 ms
885 ms
1.3 s
1.8 s
2.2 s
2.7 s
3.1 s
3.5 s
Checks
17
7 PASS 2 REVIEW 6 FIX
F
Page Weight Budget
Action
14.9 MB transferred, 103 requests
FIX
14.9 MB transferred, 103 requests
Critical::
Page weighs 19.5 MB (14.9 MB transferred)
Warning::
Images are 4.6 MB — compress or use modern formats
Convert images to WebP/AVIF and resize to display dimensions to reduce transfer size.
Got: 4.6 MB
Warning::
JavaScript is 1.3 MB — consider code splitting or lazy loading
Large JavaScript bundles delay interactivity. Split code by route or defer non-critical scripts.
Got: 1.3 MB
Warning::
103 HTTP requests — consider bundling or reducing
Each request adds latency. Bundle small files, use sprites, or eliminate unnecessary requests.
Info::
Estimated 3.1 g CO2 per page load
14.9 MB / 2.4 MB budget
14.9 MB transferred
103 requests
3.1 g CO2 per page load
Other 8.8 MiB 59%
Images 4.6 MiB 31%
JavaScript 1.3 MiB 9%
Fonts 86.0 KiB 1%
CSS 53.3 KiB 0%
HTML 33.0 KiB 0%
Other 9.6 KiB 0%
Other 3.9 KiB 0%
Other 2.7 KiB 0%
Other 1.7 KiB 0%
Other 759 B 0%
Other 0 B 0%
0 2.4 MB 4.9 MB
Over budget

Convert images to WebP/AVIF and resize to display dimensions to reduce transfer size.

Why this matters

Image bandwidth is high — modern formats (WebP/AVIF) and resizing typically cut it 50%+.

Source: web.dev

Large JavaScript bundles delay interactivity. Split code by route or defer non-critical scripts.

Why this matters

JavaScript bundle is large — code-split routes and lazy-load off-screen components to defer.

Source: web.dev

Each request adds latency. Bundle small files, use sprites, or eliminate unnecessary requests.

Why this matters

High HTTP request count — bundling, sprite-ing, and HTTP/2 server push can reduce per-request overhead.

Source: web.dev

D
Third-Party Impact
Action
100% third-party, 0 ms blocking
FIX
100% third-party, 0 ms blocking
Warning::
Third-party code accounts for 100% of page weight (14.9 MiB of 14.9 MiB)
Info::
Third-party blocking time is low (0 ms)
100%
First-party Third-party
F
JS Execution Cost
Action
4265ms total JS execution
FIX
4265ms total JS execution
Warning::
Unattributable: 690ms CPU time
Warning::
https://www.umass.edu/sites/default/files/js/js_qk...: 660ms CPU time
Warning::
https://www.umass.edu/: 504ms CPU time
Warning::
https://www.googletagmanager.com/gtm.js?id=GTM-TZK...: 404ms CPU time
Warning::
https://www.googletagmanager.com/gtag/js?id=G-21RL...: 316ms CPU time
Warning::
Third-party scripts: 4265ms (100% of total)

Main Thread Breakdown

Script Evaluation 55% Other 21% Script Parsing & Compilation 9% Style & Layout 9% Rendering 3%
ScriptTotalScriptingParse/CompileParty
Unattributable690ms89ms0ms3rd
https://www.umass.edu/sites/default/files/js/js_qkR_WhK0ss_r8msuqey3p1KmnPuMvD53hIo1Hg6cVEI.js?scope=footer&delta=1&language=en&theme=umass_base&include=eJxdj1FuAyEMBS-0hHP0Av1FBl5YN2CvwJsmOX23Uist-UGasSwPSfXGSCoDYj6dyTWWZTJ-wIyljAUPqyw3n_u-Ub384VJUS0UwKr4czztf6Ises2zL3miMEGnAU9wlkyS40jlPk1qfE7fIR9AnZ-jZr-gaVm2YpN7RP8SOhbOu9HqGwS-Ms23EEhpkn6RGPpLf9QD1tIar9ukbRjEiuw26Vbj7b-N04nslcyzb_p-TtMOLGl85kbGKY7hIIug_jGKibA660ms270ms21ms3rd
https://www.umass.edu/504ms4ms1ms3rd
https://www.googletagmanager.com/gtm.js?id=GTM-TZKZB3404ms339ms47ms3rd
https://www.googletagmanager.com/gtag/js?id=G-21RLS0L7EB&cx=c&gtm=4e64h1316ms273ms41ms3rd
https://www.googletagmanager.com/gtag/js?id=AW-17778413632&cx=c&gtm=4e64h1273ms208ms63ms3rd
https://analytics.tiktok.com/i18n/pixel/static/main.MWE0ZWQ3ZWQwOQ.js271ms206ms62ms3rd
https://connect.facebook.net/signals/config/522190823013485?v=2.9.303&r=stable&domain=www.umass.edu&hme=97937018cefade17726f0472876fc101316b2ce9008a35a6a5a7977d7436151a&ex_m=104%2C205%2C154%2C22%2C72%2C73%2C145%2C68%2C67%2C11%2C162%2C90%2C16%2C138%2C127%2C39%2C75%2C78%2C134%2C159%2C164%2C8%2C4%2C5%2C7%2C6%2C3%2C91%2C101%2C165%2C170%2C219%2C62%2C186%2C187%2C55%2C276%2C30%2C74%2C231%2C230%2C229%2C23%2C33%2C103%2C61%2C10%2C63%2C97%2C98%2C99%2C105%2C130%2C31%2C29%2C132%2C133%2C129%2C128%2C155%2C76%2C158%2C156%2C157%2C50%2C60%2C123%2C15%2C161%2C45%2C263%2C264%2C262%2C26%2C27%2C28%2C48%2C146%2C77%2C112%2C18%2C20%2C44%2C40%2C42%2C41%2C83%2C92%2C96%2C110%2C144%2C147%2C46%2C111%2C24%2C21%2C119%2C69%2C36%2C149%2C148%2C150%2C141%2C139%2C25%2C35%2C59%2C109%2C160%2C70%2C17%2C152%2C114%2C81%2C66%2C19%2C85%2C86%2C116%2C84%2C136%2C135%2C34%2C278%2C293%2C212%2C201%2C202%2C200%2C296%2C288%2C52%2C213%2C107%2C131%2C80%2C121%2C54%2C47%2C49%2C113%2C120%2C126%2C58%2C64%2C151%2C115%2C37%2C32%2C53%2C56%2C100%2C163%2C1%2C124%2C14%2C122%2C12%2C2%2C57%2C93%2C65%2C118%2C89%2C88%2C166%2C167%2C94%2C95%2C9%2C125%2C102%2C51%2C142%2C87%2C79%2C71%2C117%2C106%2C43%2C143%2C0%2C82%2C137%2C140%2C153%2C38%2C108%2C13%2C168270ms235ms34ms3rd
https://www.googletagmanager.com/gtag/destination?id=DC-12265960&cx=c&gtm=4e64h1257ms229ms26ms3rd
https://connect.facebook.net/en_US/fbevents.js183ms134ms48ms3rd

Showing top 10 of 15 scripts

F
JS Bundles
Action
36 scripts, 529 KB unused
FIX
36 scripts, 529 KB unused
Warning::
https://siteimproveanalytics.com/js/siteanalyze_10...: 71 KB unused (73%)
Consider code splitting or tree shaking to reduce unused code.
Warning::
https://www.googletagmanager.com/gtm.js?id=GTM-TZK...: 66 KB unused (40%)
Consider code splitting or tree shaking to reduce unused code.
Warning::
https://www.googletagmanager.com/gtag/js?id=G-21RL...: 65 KB unused (37%)
Consider code splitting or tree shaking to reduce unused code.
Warning::
https://analytics.tiktok.com/i18n/pixel/static/mai...: 63 KB unused (52%)
Consider code splitting or tree shaking to reduce unused code.
Warning::
https://www.googletagmanager.com/gtag/destination?...: 62 KB unused (48%)
Consider code splitting or tree shaking to reduce unused code.
Info::
Total unused JavaScript: 529 KB
529 KB unused JavaScript

Downloaded but never executed on this page.

ScriptSizeUnusedMinifiedParty
https://siteimproveanalytics.com/js/siteanalyze_10885.js97 KB71 KB (73%)✓3rd
https://www.googletagmanager.com/gtm.js?id=GTM-TZKZB3166 KB66 KB (40%)✓3rd
https://www.googletagmanager.com/gtag/js?id=G-21RLS0L7EB&cx=c&gtm=4e64h1173 KB65 KB (37%)✓3rd
https://analytics.tiktok.com/i18n/pixel/static/main.MWE0ZWQ3ZWQwOQ.js122 KB63 KB (52%)✓3rd
https://www.googletagmanager.com/gtag/destination?id=DC-12265960&cx=c&gtm=4e64h1129 KB62 KB (48%)✓3rd
https://www.googletagmanager.com/gtag/js?id=AW-17778413632&cx=c&gtm=4e64h1144 KB61 KB (43%)✓3rd
https://www.umass.edu/sites/default/files/js/js_qkR_WhK0ss_r8msuqey3p1KmnPuMvD53hIo1Hg6cVEI.js?scope=footer&delta=1&language=en&theme=umass_base&include=eJxdj1FuAyEMBS-0hHP0Av1FBl5YN2CvwJsmOX23Uist-UGasSwPSfXGSCoDYj6dyTWWZTJ-wIyljAUPqyw3n_u-Ub384VJUS0UwKr4czztf6Ises2zL3miMEGnAU9wlkyS40jlPk1qfE7fIR9AnZ-jZr-gaVm2YpN7RP8SOhbOu9HqGwS-Ms23EEhpkn6RGPpLf9QD1tIar9ukbRjEiuw26Vbj7b-N04nslcyzb_p-TtMOLGl85kbGKY7hIIug_jGKibA79 KB46 KB (59%)✓3rd
https://connect.facebook.net/signals/config/522190823013485?v=2.9.303&r=stable&domain=www.umass.edu&hme=97937018cefade17726f0472876fc101316b2ce9008a35a6a5a7977d7436151a&ex_m=104%2C205%2C154%2C22%2C72%2C73%2C145%2C68%2C67%2C11%2C162%2C90%2C16%2C138%2C127%2C39%2C75%2C78%2C134%2C159%2C164%2C8%2C4%2C5%2C7%2C6%2C3%2C91%2C101%2C165%2C170%2C219%2C62%2C186%2C187%2C55%2C276%2C30%2C74%2C231%2C230%2C229%2C23%2C33%2C103%2C61%2C10%2C63%2C97%2C98%2C99%2C105%2C130%2C31%2C29%2C132%2C133%2C129%2C128%2C155%2C76%2C158%2C156%2C157%2C50%2C60%2C123%2C15%2C161%2C45%2C263%2C264%2C262%2C26%2C27%2C28%2C48%2C146%2C77%2C112%2C18%2C20%2C44%2C40%2C42%2C41%2C83%2C92%2C96%2C110%2C144%2C147%2C46%2C111%2C24%2C21%2C119%2C69%2C36%2C149%2C148%2C150%2C141%2C139%2C25%2C35%2C59%2C109%2C160%2C70%2C17%2C152%2C114%2C81%2C66%2C19%2C85%2C86%2C116%2C84%2C136%2C135%2C34%2C278%2C293%2C212%2C201%2C202%2C200%2C296%2C288%2C52%2C213%2C107%2C131%2C80%2C121%2C54%2C47%2C49%2C113%2C120%2C126%2C58%2C64%2C151%2C115%2C37%2C32%2C53%2C56%2C100%2C163%2C1%2C124%2C14%2C122%2C12%2C2%2C57%2C93%2C65%2C118%2C89%2C88%2C166%2C167%2C94%2C95%2C9%2C125%2C102%2C51%2C142%2C87%2C79%2C71%2C117%2C106%2C43%2C143%2C0%2C82%2C137%2C140%2C153%2C38%2C108%2C13%2C168128 KB36 KB (28%)✓3rd
https://connect.facebook.net/en_US/fbevents.js97 KB33 KB (35%)✓3rd
https://www.umass.edu/sites/default/files/js/js_qLK7qxraPfK8__7zhIgQ4T0_g6Nk6Cx80DMVYHMz4qE.js?scope=footer&delta=3&language=en&theme=umass_base&include=eJxdj1FuAyEMBS-0hHP0Av1FBl5YN2CvwJsmOX23Uist-UGasSwPSfXGSCoDYj6dyTWWZTJ-wIyljAUPqyw3n_u-Ub384VJUS0UwKr4czztf6Ises2zL3miMEGnAU9wlkyS40jlPk1qfE7fIR9AnZ-jZr-gaVm2YpN7RP8SOhbOu9HqGwS-Ms23EEhpkn6RGPpLf9QD1tIar9ukbRjEiuw26Vbj7b-N04nslcyzb_p-TtMOLGl85kbGKY7hIIug_jGKibA48 KB25 KB (53%)✓3rd

Consider code splitting or tree shaking to reduce unused code.

Why this matters

This bundle has high unused code — code-split or tree-shake to ship only what executes.

Source: web.dev / Lighthouse coverage

Consider code splitting or tree shaking to reduce unused code.

Why this matters

This bundle has high unused code — code-split or tree-shake to ship only what executes.

Source: web.dev / Lighthouse coverage

Consider code splitting or tree shaking to reduce unused code.

Why this matters

This bundle has high unused code — code-split or tree-shake to ship only what executes.

Source: web.dev / Lighthouse coverage

Consider code splitting or tree shaking to reduce unused code.

Why this matters

This bundle has high unused code — code-split or tree-shake to ship only what executes.

Source: web.dev / Lighthouse coverage

Consider code splitting or tree shaking to reduce unused code.

Why this matters

This bundle has high unused code — code-split or tree-shake to ship only what executes.

Source: web.dev / Lighthouse coverage

F
Page Weight Inventory
Action
103 resources · 14.9 MB · 529 KB savings available
FIX
103 resources · 14.9 MB · 529 KB savings available
Warning::
Page weight 13.9 MB over 1MB target
Got: 14.9 MB Expected: ≤ 1 MB
Info::
~529 KB of savings available
Warning::
102 third-party resources (100% of weight)
Info::
6 resources over 200KB
103 resources · 14.9 MiB · 102 third-party 13.9 MiB over 1MB target
Media 59% · 8.8 MiB
Image 31% · 4.6 MiB
JavaScript 9% · 1.3 MiB
Font 1% · 86.0 KiB
CSS 0% · 53.3 KiB
Document 0% · 35.2 KiB
Other 0% · 11.7 KiB

~529.0 KiB of savings available

Remove unused JavaScript: 529.0 KiB
F
HTTP Caching
Action
No cache headers
FIX
No cache headers
Warning::
No Cache-Control header found
Browsers will use heuristic caching, which can be unpredictable. Set explicit cache headers.

No Cache-Control header

Adding a Cache-Control header can significantly improve repeat-visit performance.

B
Image Optimization
20 images, 0 KB saveable
REVIEW
20 images, 0 KB saveable
Warning::
is missing width/height — may cause layout shift
Set explicit width and height to prevent CLS.
20 images 4.6 MB
0 oversized -0 KB
17 legacy format
1 missing dimensions CLS risk

Set explicit width and height to prevent CLS.

Why this matters

Performance issues directly impact user engagement and conversion rates.

C
Green Hosting
Action
Whether the site is served from green-energy infrastructure
REVIEW

Green Hosting

No green hosting detected

A+
Text Compression
All text resources are compressed
PASS
All text resources are compressed
Info::
All text resources are compressed
All text resources are properly compressed.
A+
Font Loading
2 fonts (86 KB)
PASS
2 fonts (86 KB)
Info::
2 font(s) use font-display: swap (FOUT risk but functional)

Web fonts

2

86 KB total

Render-blocking

0

of 2

Dominant font-display

swap

Most common across fonts

Font loading timeline
Transfer FOIT (block) FOUT (swap)
0 ms 1.0 s 2.0 s 3.0 s 4.0 s 5.0 s 6.0 s 7.0 s 8.0 s 9.0 s FCP 2.9 s LCP 9.0 shttps://fonts.gstatic.com/s/opensans/v44/memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTS-mu0SC55I.woff2memvYaGs126MiZpBA-UvWbX... https://fonts.gstatic.com/s/opensans/v44/memvYaGs126MiZpBA-UvWbX2vVnXBbObj2OVTS-mu0SC55I.woff2 — 42.0 KiB — 62 ms — font-display: swaphttps://fonts.gstatic.com/s/opensans/v44/memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWuU6FxZCJgg.woff2memtYaGs126MiZpBA-UFUIc... https://fonts.gstatic.com/s/opensans/v44/memtYaGs126MiZpBA-UFUIcVXSCEkx2cmqvXlWqWuU6FxZCJgg.woff2 — 44.0 KiB — 62 ms — font-display: swap
memvYaGs126MiZpBA-UvWbX... woff2 swap
Size 42 KB
Load time 62 ms
Start 688 ms
Risk FOUT — text flashes from fallback to web font
memtYaGs126MiZpBA-UFUIc... woff2 swap
Size 44 KB
Load time 62 ms
Start 688 ms
Risk FOUT — text flashes from fallback to web font
Optimization checklist
  • Preload critical fonts (priority=high)
  • Use woff2 format for all fonts
  • Set font-display to swap, optional, or fallback
  • Subset large fonts (≤100 KB each)
A+
Resource Caching
All resources properly cached
PASS
All resources properly cached
Info::
No caching issues found
All static resources have appropriate caching headers.
A+
Critical Rendering Path
No render-blocking resources
PASS
No render-blocking resources
Info::
No render-blocking resources detected
A+
Resource Hints
No optimization needed
PASS
No optimization needed
Info::
No resource hint issues
A+
Render-Blocking Resources
No render-blocking resources detected
PASS
No render-blocking resources detected
Info::
No render-blocking resources detected in <head>
A+
Third-Party Resources
No third-party resources detected
PASS
No third-party resources detected
Network Waterfall
103 requests over 3118ms
INFO
0 ms 1.0 s 2.0 s 3.0 s 4.0 s 5.0 s 6.0 s 7.0 s 8.0 s 9.0 s FCP 2.9 s LCP 9.0 shttps://umass.edu// https://umass.edu/ — 302 — 511 B — 423 ms — http/1.1https://www.umass.edu/www.umass.edu/ https://www.umass.edu/ — 200 — 30.0 KiB — 94 ms — h2https://fonts.googleapis.com/css2?family=Open+Sans:ital,wght@0,300;0,400;0,600;0,700;0,800;1,300;1,400;1,600;1,700&display=swapfonts.googleapis.com/css2?family=Op... https://fonts.googleapis.com/css2?family=Open+Sans:ital,wght@0,300;0,400;0,600;0,700;0,800;1,300;1,400;1,600;1,700&display=swap — 200 — 2.8 KiB — 96 ms — h2https://www.umass.edu/sites/default/files/css/css_fmHr5nPrJZscIgwZoQr5CPSrd9n9O9w7yvXZES1BbE8.css?delta=0&language=en&theme=umass_base&include=eJyNku2OrCAMhm_Ij_PnXE9ToWpHoYTiON79FsfJbrLm5CTECH3b0ucFVakAxwe5Irl3qh06R6o88MrlgJFfpA3-lrkZ40QQpfDIDgtLhAFjpAxFYJ-50H1alkDAzuS4cpwCxXIrFFmYwHRqik_psy5Y7ioTx7s8ehWKHoatlCrjuOh5IcmLCWE_lPdjglEyOMwepsz-dsCZPYGnlazhVc1WFDslz6VWCLd5Nl9CQzOjs961ETkHWiRNmO4zimGGi2gQQ29g8cnTG-sJazRugDnLXsdJ66agPN0iSJmeldnfP3U9bY6agMdnjFmehvKxhdvb2EXzYeC0mDswrHAnKjvhAkq4AhrtUaRYyQB-hubt3GVc7zEv7SDWOFgkU-8kJIkW0m4LVtqsVWrbakZbzfg_1fn3T-nl9Fvj85Zw7fCBr8ZeSH0Wn7Nr2yTMOGVMs34i3yfdFtM2GJOZfKOHFgp97dJ8N-wTFmMQ2xWHVstR3_bPsO6cKDdPpl3789sF8dtKXxHIZKswww.umass.edu/sites/default/files/c... 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https://ad.doubleclick.net/activity;src=12265960;type=landpg;cat=homepage;rcb=0;ord=4534673047437;npa=1;auiddc=797748685.1776802075;uaa=;uab=64;uafvl=Chromium%3B147.0.7727.101%7CNot.A%252FBrand%3B8.0.0.0;uamb=1;uam=moto%20g%20power%20(2022);uap=Android;uapv=11.0;uaw=0;pscdl=noapi;frm=0;_tu=KFA;gtm=45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea;gcd=13l3l3l2l1l1;dma_cps=a;dma=1;dc_fmt=3;tag_exp=0~115938466~115938468~117266401;epver=2;dc_random=1776802075_19FMFpx-iTIfDpy0sU5jMY0C_NHobrGh9w;~oref=https%3A%2F%2Fwww.umass.edu%2F? — 302 — 21 B — 549 ms — 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https://12265960.fls.doubleclick.net/activityi;src=12265960;type=landpg;cat=homepage;rcb=0;ord=4534673047437;npa=1;auiddc=797748685.1776802075;uaa=;uab=64;uafvl=Chromium%3B147.0.7727.101%7CNot.A%252FBrand%3B8.0.0.0;uamb=1;uam=moto%20g%20power%20(2022);uap=Android;uapv=11.0;uaw=0;pscdl=noapi;frm=0;_tu=KFA;gtm=45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea;gcd=13l3l3l2l1l1;dma_cps=a;dma=1;dc_fmt=2;tag_exp=0~115938466~115938468~117266401;epver=2;dc_random=1776802075_19FMFpx-iTIfDpy0sU5jMY0C_NHobrGh9w;_dc_test=1;~oref=https%3A%2F%2Fwww.umass.edu%2F? — 200 — 742 B — 184 ms — h2https://analytics.tiktok.com/i18n/pixel/static/identify_5cff1caf.jsanalytics.tiktok.com/i18n/pixel/sta... https://analytics.tiktok.com/i18n/pixel/static/identify_5cff1caf.js — 200 — 39.6 KiB — 16 ms — h2https://analytics-ipv6.tiktokw.us/ipv6/enrich_ipv6analytics-ipv6.tiktokw.us/ipv6/enri... https://analytics-ipv6.tiktokw.us/ipv6/enrich_ipv6 — 200 — 934 B — 266 ms — 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https://adservice.google.com/ddm/fls/z/src=12265960;type=allpages;cat=allpages;rcb=0;ord=5982472975449;npa=1;auiddc=*;uaa=;uab=64;uafvl=Chromium%3B147.0.7727.101%7CNot.A%252FBrand%3B8.0.0.0;uamb=1;uam=moto%20g%20power%20(2022);uap=Android;uapv=11.0;uaw=0;pscdl=noapi;frm=0;_tu=KFA;gtm=45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea;gcd=13l3l3l2l1l1;dma_cps=a;dma=1;dc_fmt=2;tag_exp=0~115938466~115938468~117266401;epver=2;dc_random=1776802075_rstWgQL2Yi2bqVfmoz8n483WaMZ6zJ1cbw;_dc_test=1;~oref=https%3A%2F%2Fwww.umass.edu%2F — 302 — 22 B — 128 ms — h3https://c.amazon-adsystem.com/aat/amzn.jsc.amazon-adsystem.com/aat/amzn.js https://c.amazon-adsystem.com/aat/amzn.js — 200 — 8.9 KiB — 99 ms — h2https://trkn.us/pixel/conv/ppt=25742;g=site_visit;gid=65535;ord=4763476904370.668;v=120trkn.us/pixel/conv/ppt=25742;g=site... https://trkn.us/pixel/conv/ppt=25742;g=site_visit;gid=65535;ord=4763476904370.668;v=120 — 302 — 555 B — 169 ms — http/1.1https://origin.acuityplatform.com/event/v2/pixel.jsorigin.acuityplatform.com/event/v2/... https://origin.acuityplatform.com/event/v2/pixel.js — 200 — 2.7 KiB — 73 ms — http/1.1https://udxsva.rtactivate.com/tag?id=50134udxsva.rtactivate.com/tag?id=50134 https://udxsva.rtactivate.com/tag?id=50134 — 200 — 109 B — 388 ms — h2https://insight.adsrvr.org/track/pxl/?adv=45lwoau&ct=0:gykt1hb&fmt=3insight.adsrvr.org/track/pxl/?adv=4... https://insight.adsrvr.org/track/pxl/?adv=45lwoau&ct=0:gykt1hb&fmt=3 — 200 — 149 B — 140 ms — 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https://adservice.google.com/ddm/fls/z/src=12265960;type=landpg;cat=homepage;rcb=0;ord=4534673047437;npa=1;auiddc=*;uaa=;uab=64;uafvl=Chromium%3B147.0.7727.101%7CNot.A%252FBrand%3B8.0.0.0;uamb=1;uam=moto%20g%20power%20(2022);uap=Android;uapv=11.0;uaw=0;pscdl=noapi;frm=0;_tu=KFA;gtm=45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea;gcd=13l3l3l2l1l1;dma_cps=a;dma=1;dc_fmt=2;tag_exp=0~115938466~115938468~117266401;epver=2;dc_random=1776802075_19FMFpx-iTIfDpy0sU5jMY0C_NHobrGh9w;_dc_test=1;~oref=https%3A%2F%2Fwww.umass.edu%2F — 302 — 22 B — 131 ms — 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https://www.google.com/gmp/conversion/_dc_unique_id=3313682789159018073;_dc_ptd=ChEI8MCczwYQkY-Q6afjxZ38ARIfAGaq-NKl0EWzwzAfLea9XOa7V9nU3xqm2EQ7qbzNzg;_dc_time=1776802075;src=12265960;type=allpages;cat=allpages;rcb=0;ord=5982472975449;npa=1;auiddc=797748685.1776802075;uaa=;uab=64;uafvl=Chromium%3B147.0.7727.101%7CNot.A%252FBrand%3B8.0.0.0;uamb=1;uam=moto%20g%20power%20(2022);uap=Android;uapv=11.0;uaw=0;pscdl=noapi;frm=0;_tu=KFA;gtm=45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea;gcd=13l3l3l2l1l1;dma_cps=a;dma=1;dc_fmt=3;tag_exp=0~115938466~115938468~117266401;epver=2;dc_random=1776802075_rstWgQL2Yi2bqVfmoz8n483WaMZ6zJ1cbw;~oref=https%3A%2F%2Fwww.umass.edu%2F? — 200 — 63 B — 309 ms — 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http/1.1https://adservice.google.com/ddm/fls/z/src=12265960;dc_pre=CIa9zcTf_5MDFeBFkQUdoNwBkg;type=allpages;cat=allpages;rcb=0;ord=5982472975449;npa=1;auiddc=*;uaa=;uab=64;uafvl=Chromium%3B147.0.7727.101%7CNot.A%252FBrand%3B8.0.0.0;uamb=1;uam=moto%20g%20power%20(2022);uap=Android;uapv=11.0;uaw=0;pscdl=noapi;frm=0;_tu=KFA;gtm=45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea;gcd=13l3l3l2l1l1;dma_cps=a;dma=1;dc_fmt=2;tag_exp=0~115938466~115938468~117266401;epver=2;dc_random=1776802075_rstWgQL2Yi2bqVfmoz8n483WaMZ6zJ1cbw;_dc_test=1;~oref=https%3A%2F%2Fwww.umass.edu%2Fadservice.google.com/ddm/fls/z/src=... https://adservice.google.com/ddm/fls/z/src=12265960;dc_pre=CIa9zcTf_5MDFeBFkQUdoNwBkg;type=allpages;cat=allpages;rcb=0;ord=5982472975449;npa=1;auiddc=*;uaa=;uab=64;uafvl=Chromium%3B147.0.7727.101%7CNot.A%252FBrand%3B8.0.0.0;uamb=1;uam=moto%20g%20power%20(2022);uap=Android;uapv=11.0;uaw=0;pscdl=noapi;frm=0;_tu=KFA;gtm=45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea;gcd=13l3l3l2l1l1;dma_cps=a;dma=1;dc_fmt=2;tag_exp=0~115938466~115938468~117266401;epver=2;dc_random=1776802075_rstWgQL2Yi2bqVfmoz8n483WaMZ6zJ1cbw;_dc_test=1;~oref=https%3A%2F%2Fwww.umass.edu%2F — 200 — 63 B — 61 ms — h3https://tr6.snapchat.com/ptr6.snapchat.com/p https://tr6.snapchat.com/p — 200 — 45 B — 53 ms — h2https://analytics.tiktok.com/api/v2/pixel/actanalytics.tiktok.com/api/v2/pixel/a... https://analytics.tiktok.com/api/v2/pixel/act — 200 — 906 B — 425 ms — h2https://adservice.google.com/ddm/fls/z/src=12265960;dc_pre=CNS9z8Tf_5MDFc1GkQUdQ981Bg;type=landpg;cat=homepage;rcb=0;ord=4534673047437;npa=1;auiddc=*;uaa=;uab=64;uafvl=Chromium%3B147.0.7727.101%7CNot.A%252FBrand%3B8.0.0.0;uamb=1;uam=moto%20g%20power%20(2022);uap=Android;uapv=11.0;uaw=0;pscdl=noapi;frm=0;_tu=KFA;gtm=45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea;gcd=13l3l3l2l1l1;dma_cps=a;dma=1;dc_fmt=2;tag_exp=0~115938466~115938468~117266401;epver=2;dc_random=1776802075_19FMFpx-iTIfDpy0sU5jMY0C_NHobrGh9w;_dc_test=1;~oref=https%3A%2F%2Fwww.umass.edu%2Fadservice.google.com/ddm/fls/z/src=... https://adservice.google.com/ddm/fls/z/src=12265960;dc_pre=CNS9z8Tf_5MDFc1GkQUdQ981Bg;type=landpg;cat=homepage;rcb=0;ord=4534673047437;npa=1;auiddc=*;uaa=;uab=64;uafvl=Chromium%3B147.0.7727.101%7CNot.A%252FBrand%3B8.0.0.0;uamb=1;uam=moto%20g%20power%20(2022);uap=Android;uapv=11.0;uaw=0;pscdl=noapi;frm=0;_tu=KFA;gtm=45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea;gcd=13l3l3l2l1l1;dma_cps=a;dma=1;dc_fmt=2;tag_exp=0~115938466~115938468~117266401;epver=2;dc_random=1776802075_19FMFpx-iTIfDpy0sU5jMY0C_NHobrGh9w;_dc_test=1;~oref=https%3A%2F%2Fwww.umass.edu%2F — 200 — 63 B — 92 ms — h3https://trkn.us/pixel/conv/ppt=25742;g=site_visit;gid=65535;ord=4763476904370.668;v=120;ip=141.227.188.120;cuidchk=1trkn.us/pixel/conv/ppt=25742;g=site... https://trkn.us/pixel/conv/ppt=25742;g=site_visit;gid=65535;ord=4763476904370.668;v=120;ip=141.227.188.120;cuidchk=1 — 200 — 721 B — 101 ms — http/1.1https://www.umass.edu/themes/custom/umass_base/images/icons/icon-refresh.svgwww.umass.edu/themes/custom/umass_b... https://www.umass.edu/themes/custom/umass_base/images/icons/icon-refresh.svg — 200 — 602 B — 31 ms — h2https://aax-eu.amazon-adsystem.com/s/iu3?pid=c81ef644-779c-4647-953c-df03c5e3f58c&event=PageView&ts=1776802075897&eventSource=amzn.js&uuid=75d92b21-7166-442e-a85c-575d0757d399&dcc=taax-eu.amazon-adsystem.com/s/iu3?pi... https://aax-eu.amazon-adsystem.com/s/iu3?pid=c81ef644-779c-4647-953c-df03c5e3f58c&event=PageView&ts=1776802075897&eventSource=amzn.js&uuid=75d92b21-7166-442e-a85c-575d0757d399&dcc=t — 200 — 542 B — 205 ms — http/1.1https://mpc2-prod-23-is5qnl632q-ue.a.run.app/events?cee=nompc2-prod-23-is5qnl632q-ue.a.run.ap... https://mpc2-prod-23-is5qnl632q-ue.a.run.app/events?cee=no — 200 — 238 B — 190 ms — h2https://www.facebook.com/tr/?id=522190823013485&ev=PageView&dl=https%3A%2F%2Fwww.umass.edu%2F&rl=&if=false&ts=1776802076266&sw=412&sh=823&v=2.9.303&r=stable&ec=0&o=4126&fbp=fb.1.1776802076256.339068263196725244&eid=ob3_plugin-set_bd19f3eaa238a312f8d6739df0b046741b824d3e444f4840428500e77ec36f0b&cs_est=true&ler=empty&cdl=API_unavailable&pmd[title]=UMass%20Amherst%20%3A%20UMass%20Amherst&pmd[locale]=en&plt=1110.1999998092651&it=1776802075529&coo=false&tm=1&chmd=moto%20g%20power%20(2022)&chpv=11.0&chfv=undefined&cf=1&expv2[0]=pl0&expv2[1]=el3&expv2[2]=bc1&expv2[3]=ra2&expv2[4]=rp2&expv2[5]=im1&expv2[6]=hf1&rqm=GETwww.facebook.com/tr/?id=52219082301... https://www.facebook.com/tr/?id=522190823013485&ev=PageView&dl=https%3A%2F%2Fwww.umass.edu%2F&rl=&if=false&ts=1776802076266&sw=412&sh=823&v=2.9.303&r=stable&ec=0&o=4126&fbp=fb.1.1776802076256.339068263196725244&eid=ob3_plugin-set_bd19f3eaa238a312f8d6739df0b046741b824d3e444f4840428500e77ec36f0b&cs_est=true&ler=empty&cdl=API_unavailable&pmd[title]=UMass%20Amherst%20%3A%20UMass%20Amherst&pmd[locale]=en&plt=1110.1999998092651&it=1776802075529&coo=false&tm=1&chmd=moto%20g%20power%20(2022)&chpv=11.0&chfv=undefined&cf=1&expv2[0]=pl0&expv2[1]=el3&expv2[2]=bc1&expv2[3]=ra2&expv2[4]=rp2&expv2[5]=im1&expv2[6]=hf1&rqm=GET — 200 — 16 B — 40 ms — h3https://www.facebook.com/privacy_sandbox/pixel/register/trigger/?id=522190823013485&ev=PageView&dl=https%3A%2F%2Fwww.umass.edu%2F&rl=&if=false&ts=1776802076266&sw=412&sh=823&v=2.9.303&r=stable&ec=0&o=4126&fbp=fb.1.1776802076256.339068263196725244&eid=ob3_plugin-set_bd19f3eaa238a312f8d6739df0b046741b824d3e444f4840428500e77ec36f0b&cs_est=true&ler=empty&cdl=API_unavailable&pmd[title]=UMass%20Amherst%20%3A%20UMass%20Amherst&pmd[locale]=en&plt=1110.1999998092651&it=1776802075529&coo=false&tm=1&chmd=moto%20g%20power%20(2022)&chpv=11.0&chfv=undefined&cf=1&expv2[0]=pl0&expv2[1]=el3&expv2[2]=bc1&expv2[3]=ra2&expv2[4]=rp2&expv2[5]=im1&expv2[6]=hf1&rqm=FGETwww.facebook.com/privacy_sandbox/pi... https://www.facebook.com/privacy_sandbox/pixel/register/trigger/?id=522190823013485&ev=PageView&dl=https%3A%2F%2Fwww.umass.edu%2F&rl=&if=false&ts=1776802076266&sw=412&sh=823&v=2.9.303&r=stable&ec=0&o=4126&fbp=fb.1.1776802076256.339068263196725244&eid=ob3_plugin-set_bd19f3eaa238a312f8d6739df0b046741b824d3e444f4840428500e77ec36f0b&cs_est=true&ler=empty&cdl=API_unavailable&pmd[title]=UMass%20Amherst%20%3A%20UMass%20Amherst&pmd[locale]=en&plt=1110.1999998092651&it=1776802075529&coo=false&tm=1&chmd=moto%20g%20power%20(2022)&chpv=11.0&chfv=undefined&cf=1&expv2[0]=pl0&expv2[1]=el3&expv2[2]=bc1&expv2[3]=ra2&expv2[4]=rp2&expv2[5]=im1&expv2[6]=hf1&rqm=FGET — 200 — 200 B — 170 ms — h3https://tr.snapchat.com/ptr.snapchat.com/p https://tr.snapchat.com/p — 200 — 46 B — 29 ms — h2https://action.media6degrees.com/orbserv/nsjs?adv=cl167891107687365&ns=7760&nc=UMASS_Homepage_SV&ncv=61&dstOrderId=[OrderId]&dstOrderAmount=[OrderAmount]action.media6degrees.com/orbserv/ns... https://action.media6degrees.com/orbserv/nsjs?adv=cl167891107687365&ns=7760&nc=UMASS_Homepage_SV&ncv=61&dstOrderId=[OrderId]&dstOrderAmount=[OrderAmount] — 200 — 258 B — 390 ms — h2https://ara.paa-reporting-advertising.amazon/aat?pid=c81ef644-779c-4647-953c-df03c5e3f58c&event=PageView&ts=1776802075897&eventSource=amzn.js&uuid=75d92b21-7166-442e-a85c-575d0757d399ara.paa-reporting-advertising.amazo... https://ara.paa-reporting-advertising.amazon/aat?pid=c81ef644-779c-4647-953c-df03c5e3f58c&event=PageView&ts=1776802075897&eventSource=amzn.js&uuid=75d92b21-7166-442e-a85c-575d0757d399 — 200 — 437 B — 171 ms — h2https://cdn.bttrack.com/js/16000/analytics/1.0/analytics.min.jscdn.bttrack.com/js/16000/analytics/... https://cdn.bttrack.com/js/16000/analytics/1.0/analytics.min.js — 200 — 716 B — 4 ms — h2https://bttrack.com/Pixel/Retarget/2548bttrack.com/Pixel/Retarget/2548 https://bttrack.com/Pixel/Retarget/2548 — 200 — 110 B — 313 ms — h2https://bttrack.com/engagement/js?goalId=16000&cb=1776802076681bttrack.com/engagement/js?goalId=16... https://bttrack.com/engagement/js?goalId=16000&cb=1776802076681 — 200 — 3.6 KiB — 308 ms — h2https://bttrack.com/engagement/event?input=%7B%22globalId%22%3A%2200000000-0000-0000-0000-000000000042%22%2C%22creativeId%22%3A%22%22%2C%22placementId%22%3A%22%22%2C%22goalId%22%3A%2216000%22%2C%22sessionId%22%3A%2216c81521-4588-4d9e-b56f-d5b930f5ba12%22%2C%22parentPublisherId%22%3A%22%22%2C%22publisherId%22%3A%22%22%2C%22siteId%22%3A%22%22%2C%22commonId%22%3A%22%22%2C%22heartbeat%22%3A1%2C%22url%22%3A%22https%3A%2F%2F12265960.fls.doubleclick.net%2Factivityi%3Bsrc%3D12265960%3Btype%3Dallpages%3Bcat%3Dallpages%3Brcb%3D0%3Bord%3D5982472975449%3Bnpa%3D1%3Bauiddc%3D797748685.1776802075%3Buaa%3D%3Buab%3D64%3Buafvl%3DChromium%253B147.0.7727.101%257CNot.A%25252FBrand%253B8.0.0.0%3Buamb%3D1%3Buam%3Dmoto%2520g%2520power%2520(2022)%3Buap%3DAndroid%3Buapv%3D11.0%3Buaw%3D0%3Bpscdl%3Dnoapi%3Bfrm%3D0%3B_tu%3DKFA%3Bgtm%3D45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea%3Bgcd%3D13l3l3l2l1l1%3Bdma_cps%3Da%3Bdma%3D1%3Bdc_fmt%3D2%3Btag_exp%3D0~115938466~115938468~117266401%3Bepver%3D2%3Bdc_random%3D1776802075_rstWgQL2Yi2bqVfmoz8n483WaMZ6zJ1cbw%3B_dc_test%3D1%3B~oref%3Dhttps%253A%252F%252Fwww.umass.edu%252F%3F%22%2C%22fingerprint%22%3A%22%22%2C%22fingerprintProvider%22%3A%22%22%7Dbttrack.com/engagement/event?input=... https://bttrack.com/engagement/event?input=%7B%22globalId%22%3A%2200000000-0000-0000-0000-000000000042%22%2C%22creativeId%22%3A%22%22%2C%22placementId%22%3A%22%22%2C%22goalId%22%3A%2216000%22%2C%22sessionId%22%3A%2216c81521-4588-4d9e-b56f-d5b930f5ba12%22%2C%22parentPublisherId%22%3A%22%22%2C%22publisherId%22%3A%22%22%2C%22siteId%22%3A%22%22%2C%22commonId%22%3A%22%22%2C%22heartbeat%22%3A1%2C%22url%22%3A%22https%3A%2F%2F12265960.fls.doubleclick.net%2Factivityi%3Bsrc%3D12265960%3Btype%3Dallpages%3Bcat%3Dallpages%3Brcb%3D0%3Bord%3D5982472975449%3Bnpa%3D1%3Bauiddc%3D797748685.1776802075%3Buaa%3D%3Buab%3D64%3Buafvl%3DChromium%253B147.0.7727.101%257CNot.A%25252FBrand%253B8.0.0.0%3Buamb%3D1%3Buam%3Dmoto%2520g%2520power%2520(2022)%3Buap%3DAndroid%3Buapv%3D11.0%3Buaw%3D0%3Bpscdl%3Dnoapi%3Bfrm%3D0%3B_tu%3DKFA%3Bgtm%3D45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea%3Bgcd%3D13l3l3l2l1l1%3Bdma_cps%3Da%3Bdma%3D1%3Bdc_fmt%3D2%3Btag_exp%3D0~115938466~115938468~117266401%3Bepver%3D2%3Bdc_random%3D1776802075_rstWgQL2Yi2bqVfmoz8n483WaMZ6zJ1cbw%3B_dc_test%3D1%3B~oref%3Dhttps%253A%252F%252Fwww.umass.edu%252F%3F%22%2C%22fingerprint%22%3A%22%22%2C%22fingerprintProvider%22%3A%22%22%7D — 200 — 133 B — 294 ms — h2https://bttrack.com/engagement/getpixels?gid=16000bttrack.com/engagement/getpixels?gi... https://bttrack.com/engagement/getpixels?gid=16000 — 200 — 51 B — 294 ms — h2https://insight.adsrvr.org/track/cei?advertiser_id=g7gh36k&cookie_sync=1&upv=3.0.0&upid=6yvo2lq&ref=https://www.umass.edu/insight.adsrvr.org/track/cei?advert... https://insight.adsrvr.org/track/cei?advertiser_id=g7gh36k&cookie_sync=1&upv=3.0.0&upid=6yvo2lq&ref=https://www.umass.edu/ — 302 — 165 B — 41 ms — h2https://www.umass.edu/sites/default/files/styles/9_16_720x1280/public/2026-03/FY26_Vertical-Campus-Housing.jpg?h=75081741&itok=6kDcYqy3www.umass.edu/sites/default/files/s... https://www.umass.edu/sites/default/files/styles/9_16_720x1280/public/2026-03/FY26_Vertical-Campus-Housing.jpg?h=75081741&itok=6kDcYqy3 — 200 — 1.0 MiB — 61 ms — h2https://www.umass.edu/sites/default/files/styles/9_16_720x1280/public/2026-03/FY26_Vertical-Dining2.jpg?h=75081741&itok=_34BDcqAwww.umass.edu/sites/default/files/s... https://www.umass.edu/sites/default/files/styles/9_16_720x1280/public/2026-03/FY26_Vertical-Dining2.jpg?h=75081741&itok=_34BDcqA — 200 — 1010.9 KiB — 79 ms — h2https://www.umass.edu/sites/default/files/styles/9_16_720x1280/public/2026-03/FY26_Vertical-Downtown-Amherst.jpg?h=75081741&itok=irWjha4qwww.umass.edu/sites/default/files/s... https://www.umass.edu/sites/default/files/styles/9_16_720x1280/public/2026-03/FY26_Vertical-Downtown-Amherst.jpg?h=75081741&itok=irWjha4q — 200 — 1.1 MiB — 99 ms — h2https://match.adsrvr.org/track/cei?advertiser_id=g7gh36k&cookie_sync=1&upv=3.0.0&upid=6yvo2lq&ref=https%3a%2f%2fwww.umass.edu&redirect=1match.adsrvr.org/track/cei?advertis... https://match.adsrvr.org/track/cei?advertiser_id=g7gh36k&cookie_sync=1&upv=3.0.0&upid=6yvo2lq&ref=https%3a%2f%2fwww.umass.edu&redirect=1 — 200 — 369 B — 50 ms — h2https://js.adsrvr.org/universal_pixel.jsjs.adsrvr.org/universal_pixel.js https://js.adsrvr.org/universal_pixel.js — 200 — 935 B — 55 ms — http/1.1https://www.umass.edu/sites/default/files/styles/9_16_720x1280/public/2026-03/medium_jpg-2026_Vertical_Assets_5179_John_Solem_.jpg?h=7c5befa5&itok=DZUe-3fSwww.umass.edu/sites/default/files/s... https://www.umass.edu/sites/default/files/styles/9_16_720x1280/public/2026-03/medium_jpg-2026_Vertical_Assets_5179_John_Solem_.jpg?h=7c5befa5&itok=DZUe-3fS — 200 — 353.0 KiB — 36 ms — h2https://insight.adsrvr.org/track/realtimeconversioninsight.adsrvr.org/track/realtimeco... https://insight.adsrvr.org/track/realtimeconversion — 200 — 0 B — 121 ms — h2https://www.umass.edu/favicons/favicon.ico?v=1.0.0www.umass.edu/favicons/favicon.ico?... https://www.umass.edu/favicons/favicon.ico?v=1.0.0 — 200 — 4.7 KiB — 30 ms — h2https://insight.adsrvr.org/track/realtimeconversioninsight.adsrvr.org/track/realtimeco... https://insight.adsrvr.org/track/realtimeconversion — 200 — 349 B — 123 ms — h2
HTML JavaScript CSS Images Fonts XHR/Fetch Other
Third-Party Script Cost
Per-script blocking time, transfer cost, and cache headers
INFO
100% of JavaScript execution is third-party
First-party Third-party 4265ms · 1259KB · $57/mo
Unattributable
Other
Costly
Execution 690ms
Transfer 0 KB
Monthly Cost $9/mo
www.umass.edu
Other
Costly
Execution 660ms
Transfer 79 KB
Unused 59%
Monthly Cost $9/mo
www.umass.edu
Other
Costly
Execution 504ms
Transfer 30 KB
Monthly Cost $7/mo
Google Tag Manager
Tag Manager
Costly
Execution 404ms
Transfer 166 KB
Unused 40%
Monthly Cost $5/mo
Google Tag Manager
Tag Manager
Costly
Execution 316ms
Transfer 173 KB
Unused 37%
Monthly Cost $4/mo
Google Tag Manager
Tag Manager
Costly
Execution 273ms
Transfer 144 KB
Unused 43%
Monthly Cost $4/mo
analytics.tiktok.com
Other
Costly
Execution 271ms
Transfer 122 KB
Unused 52%
Monthly Cost $4/mo
Facebook Pixel
Advertising
Costly
Execution 270ms
Transfer 128 KB
Unused 28%
Monthly Cost $4/mo
Google Tag Manager
Tag Manager
Costly
Execution 257ms
Transfer 129 KB
Unused 48%
Monthly Cost $3/mo
Facebook Pixel
Advertising
Optional
Execution 183ms
Transfer 97 KB
Unused 35%
Monthly Cost $2/mo
sc-static.net
Other
Optional
Execution 132ms
Transfer 25 KB
Monthly Cost $2/mo
siteimproveanalytics.com
Other
Optional
Execution 109ms
Transfer 97 KB
Unused 73%
Monthly Cost $1/mo
www.umass.edu
Other
Optional
Execution 88ms
Transfer 48 KB
Unused 53%
Monthly Cost $1/mo
LinkedIn Insight
Advertising
Optional
Execution 59ms
Transfer 19 KB
Monthly Cost $1/mo
www.umass.edu
Other
Optional
Execution 50ms
Transfer 3 KB
Monthly Cost $1/mo

These scripts may cost more than they're worth

  • Unattributable adds 690ms and costs ~$9/month
  • www.umass.edu adds 660ms and costs ~$9/month
  • www.umass.edu adds 504ms and costs ~$7/month
  • Google Tag Manager adds 404ms and costs ~$5/month
  • Google Tag Manager adds 316ms and costs ~$4/month
  • Google Tag Manager adds 273ms and costs ~$4/month
  • analytics.tiktok.com adds 271ms and costs ~$4/month
  • Facebook Pixel adds 270ms and costs ~$4/month
  • Google Tag Manager adds 257ms and costs ~$3/month

100% of JavaScript execution time is spent on third-party scripts. Consider auditing which scripts are essential.

Why this matters

When third-party JS execution time exceeds your own, performance gains from frontend work are capped by code you don't own.

Learn more ▾

Every millisecond of third-party JS competes with your own for main-thread time. If their share is bigger than yours, optimization on your code base barely moves the needle. Audit, defer, or remove third-parties before further frontend optimization. Use Lighthouse's third-party audit to identify the worst offenders.

Source: web.dev

Unattributable takes 690ms of CPU time. Consider loading it asynchronously or replacing it with a lighter alternative.

Why this matters

This script has high main-thread execution time — optimize hot paths or defer.

Source: web.dev

www.umass.edu takes 660ms of CPU time. Consider loading it asynchronously or replacing it with a lighter alternative.

Why this matters

This script has high main-thread execution time — optimize hot paths or defer.

Source: web.dev

59% of www.umass.edu's code is unused. The script may be loading features you don't use.

Why this matters

Bundle has high unused-code ratio — tree-shaking and route-splitting recover the wasted bytes.

Source: web.dev

www.umass.edu takes 504ms of CPU time. Consider loading it asynchronously or replacing it with a lighter alternative.

Why this matters

This script has high main-thread execution time — optimize hot paths or defer.

Source: web.dev

Google Tag Manager takes 404ms of CPU time. Consider loading it asynchronously or replacing it with a lighter alternative.

Why this matters

This script has high main-thread execution time — optimize hot paths or defer.

Source: web.dev

Google Tag Manager takes 316ms of CPU time. Consider loading it asynchronously or replacing it with a lighter alternative.

Why this matters

This script has high main-thread execution time — optimize hot paths or defer.

Source: web.dev

Google Tag Manager takes 273ms of CPU time. Consider loading it asynchronously or replacing it with a lighter alternative.

Why this matters

This script has high main-thread execution time — optimize hot paths or defer.

Source: web.dev

analytics.tiktok.com takes 271ms of CPU time. Consider loading it asynchronously or replacing it with a lighter alternative.

Why this matters

This script has high main-thread execution time — optimize hot paths or defer.

Source: web.dev

52% of analytics.tiktok.com's code is unused. The script may be loading features you don't use.

Why this matters

Bundle has high unused-code ratio — tree-shaking and route-splitting recover the wasted bytes.

Source: web.dev

Facebook Pixel takes 270ms of CPU time. Consider loading it asynchronously or replacing it with a lighter alternative.

Why this matters

This script has high main-thread execution time — optimize hot paths or defer.

Source: web.dev

Google Tag Manager takes 257ms of CPU time. Consider loading it asynchronously or replacing it with a lighter alternative.

Why this matters

This script has high main-thread execution time — optimize hot paths or defer.

Source: web.dev

73% of siteimproveanalytics.com's code is unused. The script may be loading features you don't use.

Why this matters

Bundle has high unused-code ratio — tree-shaking and route-splitting recover the wasted bytes.

Source: web.dev

53% of www.umass.edu's code is unused. The script may be loading features you don't use.

Why this matters

Bundle has high unused-code ratio — tree-shaking and route-splitting recover the wasted bytes.

Source: web.dev

How third-party costs are calculated

All checks on this page are automated. Results are estimates - run targeted manual reviews when the score affects a release decision.

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