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Performance

· 15 checks — Lighthouse + waterfall + sustainability rolled into one auditable list.
SCORE
68
GRADE
D
FIX
5
REVIEW
3
PASS
5
INFO
2

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

Mobile Desktop
73
Performance Overall performance score (0–100) based on Core Web Vitals and other metrics. 90+ is good.
95
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.

1.09 s

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

3.06 s

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

39 ms

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

0.003

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

3.58 s

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

4.57 s

Page Load Progression

784 ms
1.6 s
2.4 s
3.1 s
3.9 s
4.7 s
5.5 s
6.3 s
Checks
15
5 PASS 3 REVIEW 5 FIX
F
Page Weight Budget
Action
25.1 MB transferred, 106 requests
FIX
25.1 MB transferred, 106 requests
Critical::
Page weighs 24.7 MB (25.1 MB transferred)
Warning::
Images are 5.6 MB — compress or use modern formats
Convert images to WebP/AVIF and resize to display dimensions to reduce transfer size.
Got: 5.6 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::
106 HTTP requests — consider bundling or reducing
Each request adds latency. Bundle small files, use sprites, or eliminate unnecessary requests.
Info::
Estimated 5.3 g CO2 per page load
25.1 MB / 2.4 MB budget
25.1 MB transferred
106 requests
5.3 g CO2 per page load
Other 18.0 MiB 72%
Images 5.6 MiB 22%
JavaScript 1.3 MiB 5%
Fonts 86.0 KiB 0%
CSS 53.4 KiB 0%
HTML 32.8 KiB 0%
Other 11.0 KiB 0%
Other 3.6 KiB 0%
Other 2.3 KiB 0%
Other 1.7 KiB 0%
Other 760 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 (25.1 MiB of 25.1 MiB)
Info::
Third-party blocking time is low (0 ms)
100%
First-party Third-party
F
JS Bundles
Action
36 scripts, 530 KB unused
FIX
36 scripts, 530 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/gtag/js?id=G-21RL...: 66 KB unused (38%)
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://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: 530 KB
530 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/gtag/js?id=G-21RLS0L7EB&cx=c&gtm=4e64h1173 KB66 KB (38%)✓3rd
https://www.googletagmanager.com/gtm.js?id=GTM-TZKZB3166 KB66 KB (40%)✓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 KB60 KB (42%)✓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 (58%)✓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 (29%)✓3rd
https://connect.facebook.net/en_US/fbevents.js97 KB34 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
106 resources · 25.1 MB · 530 KB savings available
FIX
106 resources · 25.1 MB · 530 KB savings available
Warning::
Page weight 24.1 MB over 1MB target
Got: 25.1 MB Expected: ≤ 1 MB
Info::
~530 KB of savings available
Warning::
105 third-party resources (100% of weight)
Info::
6 resources over 200KB
106 resources · 25.1 MiB · 105 third-party 24.1 MiB over 1MB target
Media 72% · 18.0 MiB
Image 22% · 5.6 MiB
JavaScript 5% · 1.3 MiB
Font 0% · 86.0 KiB
CSS 0% · 53.4 KiB
Document 0% · 36.2 KiB
Other 0% · 11.1 KiB

~529.9 KiB of savings available

Remove unused JavaScript: 529.9 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
21 images, 0 KB saveable
REVIEW
21 images, 0 KB saveable
Warning::
is missing width/height — may cause layout shift
Set explicit width and height to prevent CLS.
21 images 5.6 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.

B
JS Execution Cost
967ms total JS execution
REVIEW
967ms total JS execution
Info::
https://www.umass.edu/sites/default/files/js/js_qk...: 236ms CPU time
Info::
Unattributable: 180ms CPU time
Info::
https://www.umass.edu/: 114ms CPU time
Info::
https://www.googletagmanager.com/gtm.js?id=GTM-TZK...: 98ms CPU time
Info::
https://www.googletagmanager.com/gtag/js?id=G-21RL...: 88ms CPU time
Warning::
Third-party scripts: 967ms (100% of total)

Main Thread Breakdown

Script Evaluation 53% Other 26% Style & Layout 9% Script Parsing & Compilation 8%
ScriptTotalScriptingParse/CompileParty
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_jGKibA236ms85ms5ms3rd
Unattributable180ms6ms0ms3rd
https://www.umass.edu/114ms1ms0ms3rd
https://www.googletagmanager.com/gtm.js?id=GTM-TZKZB398ms82ms11ms3rd
https://www.googletagmanager.com/gtag/js?id=G-21RLS0L7EB&cx=c&gtm=4e64h188ms78ms10ms3rd
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%2C16870ms60ms8ms3rd
https://analytics.tiktok.com/i18n/pixel/static/main.MWE0ZWQ3ZWQwOQ.js62ms52ms9ms3rd
https://www.googletagmanager.com/gtag/destination?id=DC-12265960&cx=c&gtm=4e64h159ms51ms8ms3rd
https://www.googletagmanager.com/gtag/js?id=AW-17778413632&cx=c&gtm=4e64h159ms51ms8ms3rd
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 FCP 1.1 s LCP 3.1 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 — 55 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 — 59 ms — font-display: swap
memvYaGs126MiZpBA-UvWbX... woff2 swap
Size 42 KB
Load time 55 ms
Start 659 ms
Risk FOUT — text flashes from fallback to web font
memtYaGs126MiZpBA-UFUIc... woff2 swap
Size 44 KB
Load time 59 ms
Start 659 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
Network Waterfall
106 requests over 3965ms
INFO
0 ms 1.0 s 2.0 s 3.0 s 4.0 s FCP 1.1 s LCP 3.1 shttps://umass.edu// https://umass.edu/ — 302 — 511 B — 430 ms — http/1.1https://www.umass.edu/www.umass.edu/ https://www.umass.edu/ — 200 — 30.0 KiB — 79 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 — 77 ms — h2https://events.umass.edu/widget/view?schools=umass&days=365&num=1&tags=main&template=backupevents.umass.edu/widget/view?school... https://events.umass.edu/widget/view?schools=umass&days=365&num=1&tags=main&template=backup — -1 — 0 B — 323 ms — https://events.umass.edu/widget/view?schools=umass&days=365&num=12&template=umass-cardevents.umass.edu/widget/view?school... https://events.umass.edu/widget/view?schools=umass&days=365&num=12&template=umass-card — -1 — 0 B — 323 ms — https://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=7;ord=9013128184000;npa=1;auiddc=430570550.1776802097;uaa=x86;uab=64;uafvl=Chromium%3B147.0.7727.101%7CNot.A%252FBrand%3B8.0.0.0;uamb=0;uam=;uap=macOS;uapv=10.15.7;uaw=0;pscdl=noapi;frm=0;_tu=KFA;gtm=45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea;gcd=13l3l3l2l1l1;dma_cps=a;dma=1;dc_fmt=3;tag_exp=0~115938466~115938469~117266400;epver=2;dc_random=1776802097_G_WxFeNPAKHqxZM6fiAtGCsv4x3XVqllQg;~oref=https%3A%2F%2Fwww.umass.edu%2F? — 302 — 22 B — 533 ms — h3https://12265960.fls.doubleclick.net/activityi;src=12265960;type=landpg;cat=homepage;rcb=7;ord=9013128184000;npa=1;auiddc=430570550.1776802097;uaa=x86;uab=64;uafvl=Chromium%3B147.0.7727.101%7CNot.A%252FBrand%3B8.0.0.0;uamb=0;uam=;uap=macOS;uapv=10.15.7;uaw=0;pscdl=noapi;frm=0;_tu=KFA;gtm=45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea;gcd=13l3l3l2l1l1;dma_cps=a;dma=1;dc_fmt=2;tag_exp=0~115938466~115938469~117266400;epver=2;dc_random=1776802097_G_WxFeNPAKHqxZM6fiAtGCsv4x3XVqllQg;_dc_test=1;~oref=https%3A%2F%2Fwww.umass.edu%2F?12265960.fls.doubleclick.net/activi... https://12265960.fls.doubleclick.net/activityi;src=12265960;type=landpg;cat=homepage;rcb=7;ord=9013128184000;npa=1;auiddc=430570550.1776802097;uaa=x86;uab=64;uafvl=Chromium%3B147.0.7727.101%7CNot.A%252FBrand%3B8.0.0.0;uamb=0;uam=;uap=macOS;uapv=10.15.7;uaw=0;pscdl=noapi;frm=0;_tu=KFA;gtm=45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea;gcd=13l3l3l2l1l1;dma_cps=a;dma=1;dc_fmt=2;tag_exp=0~115938466~115938469~117266400;epver=2;dc_random=1776802097_G_WxFeNPAKHqxZM6fiAtGCsv4x3XVqllQg;_dc_test=1;~oref=https%3A%2F%2Fwww.umass.edu%2F? — 302 — 485 B — 121 ms — h2https://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 — 156 ms — h2https://www.facebook.com/tr/?id=522190823013485&ev=PageView&dl=https%3A%2F%2Fwww.umass.edu%2F&rl=&if=false&ts=1776802097691&sw=800&sh=600&v=2.9.303&r=stable&ec=0&o=4126&fbp=fb.1.1776802097682.467174713388746748&eid=ob3_plugin-set_8bd69c4b657012065c7106744f124064ddbb3c79a4c6c0c0b708369a6e7091a7&cs_est=true&ler=empty&cdl=API_unavailable&pmd[title]=UMass%20Amherst%20%3A%20UMass%20Amherst&pmd[locale]=en&plt=943.9000005722046&it=1776802097532&coo=false&tm=1&cf=1&expv2[0]=pl0&expv2[1]=el2&expv2[2]=bc1&expv2[3]=ra2&expv2[4]=rp2&expv2[5]=im0&expv2[6]=hf0&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=1776802097691&sw=800&sh=600&v=2.9.303&r=stable&ec=0&o=4126&fbp=fb.1.1776802097682.467174713388746748&eid=ob3_plugin-set_8bd69c4b657012065c7106744f124064ddbb3c79a4c6c0c0b708369a6e7091a7&cs_est=true&ler=empty&cdl=API_unavailable&pmd[title]=UMass%20Amherst%20%3A%20UMass%20Amherst&pmd[locale]=en&plt=943.9000005722046&it=1776802097532&coo=false&tm=1&cf=1&expv2[0]=pl0&expv2[1]=el2&expv2[2]=bc1&expv2[3]=ra2&expv2[4]=rp2&expv2[5]=im0&expv2[6]=hf0&rqm=GET — 200 — 19 B — 41 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=1776802097691&sw=800&sh=600&v=2.9.303&r=stable&ec=0&o=4126&fbp=fb.1.1776802097682.467174713388746748&eid=ob3_plugin-set_8bd69c4b657012065c7106744f124064ddbb3c79a4c6c0c0b708369a6e7091a7&cs_est=true&ler=empty&cdl=API_unavailable&pmd[title]=UMass%20Amherst%20%3A%20UMass%20Amherst&pmd[locale]=en&plt=943.9000005722046&it=1776802097532&coo=false&tm=1&cf=1&expv2[0]=pl0&expv2[1]=el2&expv2[2]=bc1&expv2[3]=ra2&expv2[4]=rp2&expv2[5]=im0&expv2[6]=hf0&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=1776802097691&sw=800&sh=600&v=2.9.303&r=stable&ec=0&o=4126&fbp=fb.1.1776802097682.467174713388746748&eid=ob3_plugin-set_8bd69c4b657012065c7106744f124064ddbb3c79a4c6c0c0b708369a6e7091a7&cs_est=true&ler=empty&cdl=API_unavailable&pmd[title]=UMass%20Amherst%20%3A%20UMass%20Amherst&pmd[locale]=en&plt=943.9000005722046&it=1776802097532&coo=false&tm=1&cf=1&expv2[0]=pl0&expv2[1]=el2&expv2[2]=bc1&expv2[3]=ra2&expv2[4]=rp2&expv2[5]=im0&expv2[6]=hf0&rqm=FGET — 200 — 197 B — 175 ms — h3https://px4.ads.linkedin.com/collect?v=2&fmt=js&pid=4374548&time=1776802097464&url=https%3A%2F%2Fwww.umass.edu%2F&tm=gtmv2&e_ipv6=AQJcJLFMZkX5kAAAAZ2xqGmz2ZS1OYJVABTYpHle9QqFAZvKs0LgJp_PMHunwrVAmhIHYIFlAZ6_px4.ads.linkedin.com/collect?v=2&fm... https://px4.ads.linkedin.com/collect?v=2&fmt=js&pid=4374548&time=1776802097464&url=https%3A%2F%2Fwww.umass.edu%2F&tm=gtmv2&e_ipv6=AQJcJLFMZkX5kAAAAZ2xqGmz2ZS1OYJVABTYpHle9QqFAZvKs0LgJp_PMHunwrVAmhIHYIFlAZ6_ — 200 — 691 B — 204 ms — h2https://tr.snapchat.com/ptr.snapchat.com/p https://tr.snapchat.com/p — 200 — 15 B — 51 ms — h3https://ad.doubleclick.net/activity;dc_pre=CKTk-M7f_5MDFa_DOwIdLDQy5w;src=12265960;type=allpages;cat=allpages;rcb=7;ord=9567910022873;npa=1;auiddc=430570550.1776802097;uaa=x86;uab=64;uafvl=Chromium%3B147.0.7727.101%7CNot.A%252FBrand%3B8.0.0.0;uamb=0;uam=;uap=macOS;uapv=10.15.7;uaw=0;pscdl=noapi;frm=0;_tu=KFA;gtm=45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea;gcd=13l3l3l2l1l1;dma_cps=a;dma=1;dc_fmt=3;tag_exp=0~115938466~115938469~117266400;epver=2;dc_random=1776802097_cxHamKhrF6x8owAY00QD4uBup3IthwmLRA;~oref=https%3A%2F%2Fwww.umass.edu%2F?ad.doubleclick.net/activity;dc_pre=... https://ad.doubleclick.net/activity;dc_pre=CKTk-M7f_5MDFa_DOwIdLDQy5w;src=12265960;type=allpages;cat=allpages;rcb=7;ord=9567910022873;npa=1;auiddc=430570550.1776802097;uaa=x86;uab=64;uafvl=Chromium%3B147.0.7727.101%7CNot.A%252FBrand%3B8.0.0.0;uamb=0;uam=;uap=macOS;uapv=10.15.7;uaw=0;pscdl=noapi;frm=0;_tu=KFA;gtm=45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea;gcd=13l3l3l2l1l1;dma_cps=a;dma=1;dc_fmt=3;tag_exp=0~115938466~115938469~117266400;epver=2;dc_random=1776802097_cxHamKhrF6x8owAY00QD4uBup3IthwmLRA;~oref=https%3A%2F%2Fwww.umass.edu%2F? — 302 — 22 B — 442 ms — h3https://ad.doubleclick.net/activity;dc_pre=COLo-M7f_5MDFUbZOwIdNTII3w;src=12265960;type=landpg;cat=homepage;rcb=7;ord=9013128184000;npa=1;auiddc=430570550.1776802097;uaa=x86;uab=64;uafvl=Chromium%3B147.0.7727.101%7CNot.A%252FBrand%3B8.0.0.0;uamb=0;uam=;uap=macOS;uapv=10.15.7;uaw=0;pscdl=noapi;frm=0;_tu=KFA;gtm=45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea;gcd=13l3l3l2l1l1;dma_cps=a;dma=1;dc_fmt=3;tag_exp=0~115938466~115938469~117266400;epver=2;dc_random=1776802097_G_WxFeNPAKHqxZM6fiAtGCsv4x3XVqllQg;~oref=https%3A%2F%2Fwww.umass.edu%2F?ad.doubleclick.net/activity;dc_pre=... https://ad.doubleclick.net/activity;dc_pre=COLo-M7f_5MDFUbZOwIdNTII3w;src=12265960;type=landpg;cat=homepage;rcb=7;ord=9013128184000;npa=1;auiddc=430570550.1776802097;uaa=x86;uab=64;uafvl=Chromium%3B147.0.7727.101%7CNot.A%252FBrand%3B8.0.0.0;uamb=0;uam=;uap=macOS;uapv=10.15.7;uaw=0;pscdl=noapi;frm=0;_tu=KFA;gtm=45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea;gcd=13l3l3l2l1l1;dma_cps=a;dma=1;dc_fmt=3;tag_exp=0~115938466~115938469~117266400;epver=2;dc_random=1776802097_G_WxFeNPAKHqxZM6fiAtGCsv4x3XVqllQg;~oref=https%3A%2F%2Fwww.umass.edu%2F? — 302 — 22 B — 445 ms — h3https://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 — 11 ms — h2https://12265960.fls.doubleclick.net/activityi;dc_pre=CPCR_M7f_5MDFYfHEQgdM4YmYg;src=12265960;type=allpages;cat=allpages;rcb=7;ord=9567910022873;npa=1;auiddc=430570550.1776802097;uaa=x86;uab=64;uafvl=Chromium%3B147.0.7727.101%7CNot.A%252FBrand%3B8.0.0.0;uamb=0;uam=;uap=macOS;uapv=10.15.7;uaw=0;pscdl=noapi;frm=0;_tu=KFA;gtm=45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea;gcd=13l3l3l2l1l1;dma_cps=a;dma=1;dc_fmt=2;tag_exp=0~115938466~115938469~117266400;epver=2;dc_random=1776802097_cxHamKhrF6x8owAY00QD4uBup3IthwmLRA;_dc_test=1;~oref=https%3A%2F%2Fwww.umass.edu%2F?12265960.fls.doubleclick.net/activi... https://12265960.fls.doubleclick.net/activityi;dc_pre=CPCR_M7f_5MDFYfHEQgdM4YmYg;src=12265960;type=allpages;cat=allpages;rcb=7;ord=9567910022873;npa=1;auiddc=430570550.1776802097;uaa=x86;uab=64;uafvl=Chromium%3B147.0.7727.101%7CNot.A%252FBrand%3B8.0.0.0;uamb=0;uam=;uap=macOS;uapv=10.15.7;uaw=0;pscdl=noapi;frm=0;_tu=KFA;gtm=45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea;gcd=13l3l3l2l1l1;dma_cps=a;dma=1;dc_fmt=2;tag_exp=0~115938466~115938469~117266400;epver=2;dc_random=1776802097_cxHamKhrF6x8owAY00QD4uBup3IthwmLRA;_dc_test=1;~oref=https%3A%2F%2Fwww.umass.edu%2F? — 200 — 1.5 KiB — 63 ms — h2https://12265960.fls.doubleclick.net/activityi;dc_pre=COmk_M7f_5MDFdfTEQgd3l4gYw;src=12265960;type=landpg;cat=homepage;rcb=7;ord=9013128184000;npa=1;auiddc=430570550.1776802097;uaa=x86;uab=64;uafvl=Chromium%3B147.0.7727.101%7CNot.A%252FBrand%3B8.0.0.0;uamb=0;uam=;uap=macOS;uapv=10.15.7;uaw=0;pscdl=noapi;frm=0;_tu=KFA;gtm=45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea;gcd=13l3l3l2l1l1;dma_cps=a;dma=1;dc_fmt=2;tag_exp=0~115938466~115938469~117266400;epver=2;dc_random=1776802097_G_WxFeNPAKHqxZM6fiAtGCsv4x3XVqllQg;_dc_test=1;~oref=https%3A%2F%2Fwww.umass.edu%2F?12265960.fls.doubleclick.net/activi... https://12265960.fls.doubleclick.net/activityi;dc_pre=COmk_M7f_5MDFdfTEQgd3l4gYw;src=12265960;type=landpg;cat=homepage;rcb=7;ord=9013128184000;npa=1;auiddc=430570550.1776802097;uaa=x86;uab=64;uafvl=Chromium%3B147.0.7727.101%7CNot.A%252FBrand%3B8.0.0.0;uamb=0;uam=;uap=macOS;uapv=10.15.7;uaw=0;pscdl=noapi;frm=0;_tu=KFA;gtm=45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea;gcd=13l3l3l2l1l1;dma_cps=a;dma=1;dc_fmt=2;tag_exp=0~115938466~115938469~117266400;epver=2;dc_random=1776802097_G_WxFeNPAKHqxZM6fiAtGCsv4x3XVqllQg;_dc_test=1;~oref=https%3A%2F%2Fwww.umass.edu%2F? — 200 — 758 B — 69 ms — h2https://analytics-ipv6.tiktokw.us/ipv6/enrich_ipv6analytics-ipv6.tiktokw.us/ipv6/enri... https://analytics-ipv6.tiktokw.us/ipv6/enrich_ipv6 — 200 — 797 B — 186 ms — h2https://analytics.tiktok.com/api/v2/pixelanalytics.tiktok.com/api/v2/pixel https://analytics.tiktok.com/api/v2/pixel — 200 — 910 B — 161 ms — h2https://analytics.tiktok.com/api/v2/pixelanalytics.tiktok.com/api/v2/pixel https://analytics.tiktok.com/api/v2/pixel — 200 — 906 B — 335 ms — h2https://cdn.bttrack.com/universal/45004cdn.bttrack.com/universal/45004 https://cdn.bttrack.com/universal/45004 — 200 — 2.8 KiB — 46 ms — h2https://action.dstillery.com/orbserv/nsjs?adv=cl167891107687365&ns=7760&nc=UMASS_Homepage_SV&ncv=61&dstOrderId=[OrderId]&dstOrderAmount=[OrderAmount]action.dstillery.com/orbserv/nsjs?a... https://action.dstillery.com/orbserv/nsjs?adv=cl167891107687365&ns=7760&nc=UMASS_Homepage_SV&ncv=61&dstOrderId=[OrderId]&dstOrderAmount=[OrderAmount] — 302 — 274 B — 369 ms — h2https://adservice.google.com/ddm/fls/z/dc_pre=CPCR_M7f_5MDFYfHEQgdM4YmYg;src=12265960;type=allpages;cat=allpages;rcb=7;ord=9567910022873;npa=1;auiddc=*;uaa=x86;uab=64;uafvl=Chromium%3B147.0.7727.101%7CNot.A%252FBrand%3B8.0.0.0;uamb=0;uam=;uap=macOS;uapv=10.15.7;uaw=0;pscdl=noapi;frm=0;_tu=KFA;gtm=45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea;gcd=13l3l3l2l1l1;dma_cps=a;dma=1;dc_fmt=2;tag_exp=0~115938466~115938469~117266400;epver=2;dc_random=1776802097_cxHamKhrF6x8owAY00QD4uBup3IthwmLRA;_dc_test=1;~oref=https%3A%2F%2Fwww.umass.edu%2Fadservice.google.com/ddm/fls/z/dc_p... https://adservice.google.com/ddm/fls/z/dc_pre=CPCR_M7f_5MDFYfHEQgdM4YmYg;src=12265960;type=allpages;cat=allpages;rcb=7;ord=9567910022873;npa=1;auiddc=*;uaa=x86;uab=64;uafvl=Chromium%3B147.0.7727.101%7CNot.A%252FBrand%3B8.0.0.0;uamb=0;uam=;uap=macOS;uapv=10.15.7;uaw=0;pscdl=noapi;frm=0;_tu=KFA;gtm=45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea;gcd=13l3l3l2l1l1;dma_cps=a;dma=1;dc_fmt=2;tag_exp=0~115938466~115938469~117266400;epver=2;dc_random=1776802097_cxHamKhrF6x8owAY00QD4uBup3IthwmLRA;_dc_test=1;~oref=https%3A%2F%2Fwww.umass.edu%2F — 200 — 63 B — 113 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 — 73 ms — h2https://trkn.us/pixel/conv/ppt=25742;g=site_visit;gid=65535;ord=6027656047474.459;v=120trkn.us/pixel/conv/ppt=25742;g=site... https://trkn.us/pixel/conv/ppt=25742;g=site_visit;gid=65535;ord=6027656047474.459;v=120 — 302 — 555 B — 114 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 — 47 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 — 352 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 — 112 ms — 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https://e.acuityplatform.com/pj?pk=7922068154041258672&pu=https%3A%2F%2F12265960.fls.doubleclick.net%2Factivityi%3Bdc_pre%3DCPCR_M7f_5MDFYfHEQgdM4YmYg%3Bsrc%3D12265960%3Btype%3Dallpages%3Bcat%3Dallpages%3Brcb%3D7%3Bord%3D9567910022873%3Bnpa%3D1%3Bauiddc%3D430570550.1776802097%3Buaa%3Dx86%3Buab%3D64%3Buafvl%3DChromium%253B147.0.7727.101%257CNot.A%25252FBrand%253B8.0.0.0%3Buamb%3D0%3Buam%3D%3Buap%3DmacOS%3Buapv%3D10.15.7%3Buaw%3D0%3Bpscdl%3Dnoapi%3Bfrm%3D0%3B_tu%3DKFA%3Bgtm%3D45fe64h1v9188110654z871634930za20gzb71634930zd71634930xea%3Bgcd%3D13l3l3l2l1l1%3Bdma_cps%3Da%3Bdma%3D1%3Bdc_fmt%3D2%3Btag_exp%3D0~115938466~115938469~117266400%3Bepver%3D2%3Bdc_random%3D1776802097_cxHamKhrF6x8owAY00QD4uBup3IthwmLRA%3B_dc_test%3D1%3B~oref%3Dhttps%253A%252F%252Fwww.umass.edu%252F%3F&pixelKey=7922068154041258672 — 204 — 188 B — 119 ms — http/1.1https://tr6.snapchat.com/ptr6.snapchat.com/p https://tr6.snapchat.com/p — 200 — 173 B — 74 ms — 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— 200 — 133 B — 295 ms — h2https://bttrack.com/engagement/getpixels?gid=16000bttrack.com/engagement/getpixels?gi... https://bttrack.com/engagement/getpixels?gid=16000 — 200 — 28 B — 297 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 — 26 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 — 51 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 — 71 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 — 76 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 — 97 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 — 56 ms — h2https://js.adsrvr.org/universal_pixel.jsjs.adsrvr.org/universal_pixel.js https://js.adsrvr.org/universal_pixel.js — 200 — 935 B — 53 ms — http/1.1https://insight.adsrvr.org/track/realtimeconversioninsight.adsrvr.org/track/realtimeco... https://insight.adsrvr.org/track/realtimeconversion — 200 — 0 B — 114 ms — h2https://insight.adsrvr.org/track/realtimeconversioninsight.adsrvr.org/track/realtimeco... https://insight.adsrvr.org/track/realtimeconversion — 200 — 349 B — 110 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 967ms · 970KB · $13/mo
www.umass.edu
Other
Costly
Execution 236ms
Transfer 79 KB
Unused 58%
Monthly Cost $3/mo
Unattributable
Other
Optional
Execution 180ms
Transfer 0 KB
Monthly Cost $2/mo
www.umass.edu
Other
Optional
Execution 114ms
Transfer 30 KB
Monthly Cost $2/mo
Google Tag Manager
Tag Manager
Optional
Execution 98ms
Transfer 166 KB
Unused 40%
Monthly Cost $1/mo
Google Tag Manager
Tag Manager
Optional
Execution 88ms
Transfer 173 KB
Unused 38%
Monthly Cost $1/mo
Facebook Pixel
Advertising
Optional
Execution 70ms
Transfer 128 KB
Unused 29%
Monthly Cost $1/mo
analytics.tiktok.com
Other
Optional
Execution 62ms
Transfer 122 KB
Unused 52%
Monthly Cost $1/mo
Google Tag Manager
Tag Manager
Optional
Execution 59ms
Transfer 129 KB
Unused 48%
Monthly Cost $1/mo
Google Tag Manager
Tag Manager
Optional
Execution 59ms
Transfer 144 KB
Unused 42%
Monthly Cost $1/mo

These scripts may cost more than they're worth

  • www.umass.edu adds 236ms 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

www.umass.edu takes 236ms 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

58% 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

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

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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