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Performance

· 17 checks — Lighthouse + waterfall + sustainability rolled into one auditable list.
SCORE
70
GRADE
C
FIX
6
REVIEW
2
PASS
7
INFO
2

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

Mobile Desktop
33
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.
73
Best Practices Checks for modern web development best practices including HTTPS, no console errors, and secure JavaScript.
92
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.

4.51 s

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

6.37 s

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

3.17 s

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

0.000

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

7.09 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.

17.31 s

Page Load Progression

395 ms
791 ms
1.2 s
1.6 s
2.0 s
2.4 s
2.8 s
3.2 s
Checks
17
7 PASS 2 REVIEW 6 FIX
F
Page Weight Budget
Action
2.8 MB transferred, 115 requests
FIX
2.8 MB transferred, 115 requests
Warning::
Page weighs 9.4 MB (2.8 MB transferred)
Warning::
JavaScript is 1.5 MB — consider code splitting or lazy loading
Large JavaScript bundles delay interactivity. Split code by route or defer non-critical scripts.
Got: 1.5 MB
Warning::
Images are 1.0 MB — compress or use modern formats
Convert images to WebP/AVIF and resize to display dimensions to reduce transfer size.
Got: 1.0 MB
Warning::
115 HTTP requests — consider bundling or reducing
Each request adds latency. Bundle small files, use sprites, or eliminate unnecessary requests.
Info::
Estimated 0.58 g CO2 per page load
2.8 MB / 2.4 MB budget
2.8 MB transferred
115 requests
0.58 g CO2 per page load
JavaScript 1.5 MiB 53%
Images 1.0 MiB 36%
CSS 108.9 KiB 4%
Other 99.9 KiB 4%
HTML 27.7 KiB 1%
Other 26.1 KiB 1%
Fonts 21.2 KiB 1%
Other 14.8 KiB 1%
Other 9.0 KiB 0%
Other 0 B 0%
0 2.4 MB 4.9 MB
Over budget

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

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

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 (2.8 MiB of 2.8 MiB)
Info::
Third-party blocking time is low (0 ms)
100%
First-party Third-party
F
JS Execution Cost
Action
8887ms total JS execution
FIX
8887ms total JS execution
Warning::
https://cmp.osano.com/Azytm7SGW0qsW1JZP/6074ddb6-2...: 1611ms CPU time
Warning::
Unattributable: 1084ms CPU time
Warning::
https://securepubads.g.doubleclick.net/pagead/mana...: 1007ms CPU time
Warning::
https://pubs.aip.org/: 853ms CPU time
Warning::
https://ajax.googleapis.com/ajax/libs/jquery/3.4.1...: 725ms CPU time
Warning::
Third-party scripts: 8887ms (100% of total)

Main Thread Breakdown

Script Evaluation 66% Other 13% Script Parsing & Compilation 8% Style & Layout 7%
ScriptTotalScriptingParse/CompileParty
https://cmp.osano.com/Azytm7SGW0qsW1JZP/6074ddb6-2ea9-4eb5-b687-e5401632a614/osano.js1611ms1353ms44ms3rd
Unattributable1084ms64ms0ms3rd
https://securepubads.g.doubleclick.net/pagead/managed/js/gpt/m202604160201/pubads_impl.js1007ms779ms111ms3rd
https://pubs.aip.org/853ms50ms8ms3rd
https://ajax.googleapis.com/ajax/libs/jquery/3.4.1/jquery.min.js725ms659ms11ms3rd
https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js640ms458ms147ms3rd
https://pagead2.googlesyndication.com/pagead/managed/js/activeview/current/ufs_web_display.js610ms536ms57ms3rd
https://www.googletagmanager.com/gtm.js?id=GTM-K9XV4SZ488ms411ms67ms3rd
https://www.googletagmanager.com/gtag/js?id=G-N9Z0RY7XEN&cx=c&gtm=4e64k0430ms341ms66ms3rd
https://pubs.aip.org/cdn-cgi/challenge-platform/scripts/jsd/main.js330ms316ms4ms3rd

Showing top 10 of 17 scripts

F
JS Bundles
Action
35 scripts, 752 KB unused
FIX
35 scripts, 752 KB unused
Warning::
https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml...: 122 KB unused (49%)
Consider code splitting or tree shaking to reduce unused code.
Warning::
https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml...: 122 KB unused (49%)
Consider code splitting or tree shaking to reduce unused code.
Warning::
https://aipp.silverchair-cdn.com/Themes/Client/app...: 102 KB unused (78%)
Consider code splitting or tree shaking to reduce unused code.
Warning::
https://securepubads.g.doubleclick.net/pagead/mana...: 93 KB unused (49%)
Consider code splitting or tree shaking to reduce unused code.
Warning::
https://www.googletagmanager.com/gtag/js?id=G-N9Z0...: 67 KB unused (39%)
Consider code splitting or tree shaking to reduce unused code.
Info::
Total unused JavaScript: 752 KB
752 KB unused JavaScript

Downloaded but never executed on this page.

ScriptSizeUnusedMinifiedParty
https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js0 KB122 KB (49%)✓3rd
https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js252 KB122 KB (49%)✓3rd
https://aipp.silverchair-cdn.com/Themes/Client/app/jsdist/v-639116337352895212/site.min.js130 KB102 KB (78%)✓3rd
https://securepubads.g.doubleclick.net/pagead/managed/js/gpt/m202604160201/pubads_impl.js188 KB93 KB (49%)✓3rd
https://www.googletagmanager.com/gtag/js?id=G-N9Z0RY7XEN&cx=c&gtm=4e64k0174 KB67 KB (39%)✓3rd
https://www.googletagmanager.com/gtm.js?id=GTM-K9XV4SZ166 KB61 KB (37%)✓3rd
https://www.googletagmanager.com/gtag/destination?id=AW-942676412&cx=c&gtm=4e64k0137 KB57 KB (42%)✓3rd
https://aipp.hum.works/js/main.js104 KB46 KB (44%)✓3rd
https://pagead2.googlesyndication.com/pagead/managed/js/activeview/current/ufs_web_display.js0 KB30 KB (42%)✓3rd
https://pagead2.googlesyndication.com/pagead/managed/js/activeview/current/ufs_web_display.js73 KB30 KB (42%)✓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
115 resources · 2.8 MB · 752 KB savings available
FIX
115 resources · 2.8 MB · 752 KB savings available
Warning::
Page weight 1.8 MB over 1MB target
Got: 2.8 MB Expected: ≤ 1 MB
Info::
~752 KB of savings available
Warning::
114 third-party resources (100% of weight)
Info::
1 resources over 200KB
115 resources · 2.8 MiB · 114 third-party 1.8 MiB over 1MB target
JavaScript 53% · 1.5 MiB
Image 36% · 1.0 MiB
Other 5% · 137.8 KiB
CSS 4% · 108.9 KiB
Document 1% · 37.1 KiB
Font 1% · 21.2 KiB

~751.5 KiB of savings available

Remove unused JavaScript: 751.5 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.

C
Image Optimization
Action
27 images, 0 KB saveable
REVIEW
27 images, 0 KB saveable
Warning::
https://aipp.silverchair-cdn.com/aipp/content_publ... is missing width/height — may cause layout shift
Set explicit width and height to prevent CLS.
Warning::
https://aipp.silverchair-cdn.com/ImageLibrary/subm... is missing width/height — may cause layout shift
Set explicit width and height to prevent CLS.
Warning::
https://aipp.silverchair-cdn.com/ImageLibrary/subm... is missing width/height — may cause layout shift
Set explicit width and height to prevent CLS.
Warning::
https://aipp.silverchair-cdn.com/ImageLibrary/abou... is missing width/height — may cause layout shift
Set explicit width and height to prevent CLS.
Warning::
https://aipp.silverchair-cdn.com/aipp/content_publ... is missing width/height — may cause layout shift
Set explicit width and height to prevent CLS.
Warning::
https://aipp.silverchair-cdn.com/aipp/content_publ... is missing width/height — may cause layout shift
Set explicit width and height to prevent CLS.
Warning::
https://aipp.silverchair-cdn.com/ImageLibrary/sign... is missing width/height — may cause layout shift
Set explicit width and height to prevent CLS.
Warning::
https://aipp.silverchair-cdn.com/data/SiteBuilderA... is missing width/height — may cause layout shift
Set explicit width and height to prevent CLS.
Warning::
https://aipp.silverchair-cdn.com/ImageLibrary/pubp... is missing width/height — may cause layout shift
Set explicit width and height to prevent CLS.
Warning::
https://aipp.silverchair-cdn.com/aipp/content_publ... is missing width/height — may cause layout shift
Set explicit width and height to prevent CLS.
Warning::
https://aipp.silverchair-cdn.com/aipp/content_publ... is missing width/height — may cause layout shift
Set explicit width and height to prevent CLS.
Warning::
https://aipp.silverchair-cdn.com/aipp/content_publ... is missing width/height — may cause layout shift
Set explicit width and height to prevent CLS.
Warning::
https://aipp.silverchair-cdn.com/aipp/content_publ... is missing width/height — may cause layout shift
Set explicit width and height to prevent CLS.
27 images 1.0 MB
0 oversized -0 KB
26 legacy format
13 missing dimensions CLS risk

Set explicit width and height to prevent CLS.

Why this matters

Image without explicit width/height — browser can't reserve space; CLS jumps when image loads.

Source: web.dev / Core Web Vitals

Set explicit width and height to prevent CLS.

Why this matters

Image without explicit width/height — browser can't reserve space; CLS jumps when image loads.

Source: web.dev / Core Web Vitals

Set explicit width and height to prevent CLS.

Why this matters

Image without explicit width/height — browser can't reserve space; CLS jumps when image loads.

Source: web.dev / Core Web Vitals

Set explicit width and height to prevent CLS.

Why this matters

Image without explicit width/height — browser can't reserve space; CLS jumps when image loads.

Source: web.dev / Core Web Vitals

Set explicit width and height to prevent CLS.

Why this matters

Image without explicit width/height — browser can't reserve space; CLS jumps when image loads.

Source: web.dev / Core Web Vitals

Set explicit width and height to prevent CLS.

Why this matters

Image without explicit width/height — browser can't reserve space; CLS jumps when image loads.

Source: web.dev / Core Web Vitals

Set explicit width and height to prevent CLS.

Why this matters

Image without explicit width/height — browser can't reserve space; CLS jumps when image loads.

Source: web.dev / Core Web Vitals

Set explicit width and height to prevent CLS.

Why this matters

Image without explicit width/height — browser can't reserve space; CLS jumps when image loads.

Source: web.dev / Core Web Vitals

Set explicit width and height to prevent CLS.

Why this matters

Image without explicit width/height — browser can't reserve space; CLS jumps when image loads.

Source: web.dev / Core Web Vitals

Set explicit width and height to prevent CLS.

Why this matters

Image without explicit width/height — browser can't reserve space; CLS jumps when image loads.

Source: web.dev / Core Web Vitals

Set explicit width and height to prevent CLS.

Why this matters

Image without explicit width/height — browser can't reserve space; CLS jumps when image loads.

Source: web.dev / Core Web Vitals

Set explicit width and height to prevent CLS.

Why this matters

Image without explicit width/height — browser can't reserve space; CLS jumps when image loads.

Source: web.dev / Core Web Vitals

Set explicit width and height to prevent CLS.

Why this matters

Image without explicit width/height — browser can't reserve space; CLS jumps when image loads.

Source: web.dev / Core Web Vitals

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
1 fonts (21 KB)
PASS
1 fonts (21 KB)
Info::
1 font(s) use font-display: swap (FOUT risk but functional)

Web fonts

1

21 KB total

Render-blocking

0

of 1

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 FCP 4.5 s LCP 6.4 shttps://aipp.silverchair-cdn.com/Themes/Silver/app/icons/v-639102489936978178/fonts/white-label.ttf?7yqv1cwhite-label.ttf https://aipp.silverchair-cdn.com/Themes/Silver/app/icons/v-639102489936978178/fonts/white-label.ttf?7yqv1c — 21.2 KiB — 12 ms — font-display: swap
white-label.ttf ttf swap
Size 21 KB
Load time 12 ms
Start 1.0 s
Risk FOUT — text flashes from fallback to web font
  • Convert to woff2 for ~30% smaller file size
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)

Fixing the unchecked items could save ~6 KB and ~12 ms

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
115 requests over 4071ms
INFO
0 ms 1.0 s 2.0 s 3.0 s 4.0 s 5.0 s 6.0 s FCP 4.5 s LCP 6.4 shttps://scitation.org// https://scitation.org/ — 301 — 396 B — 163 ms — h2https://pubs.aip.org/pubs.aip.org/ https://pubs.aip.org/ — 200 — 15.7 KiB — 523 ms — h2https://cmp.osano.com/Azytm7SGW0qsW1JZP/6074ddb6-2ea9-4eb5-b687-e5401632a614/osano.jscmp.osano.com/Azytm7SGW0qsW1JZP/607... https://cmp.osano.com/Azytm7SGW0qsW1JZP/6074ddb6-2ea9-4eb5-b687-e5401632a614/osano.js — 200 — 85.0 KiB — 54 ms — h3https://ajax.googleapis.com/ajax/libs/jquery/3.4.1/jquery.min.jsajax.googleapis.com/ajax/libs/jquer... https://ajax.googleapis.com/ajax/libs/jquery/3.4.1/jquery.min.js — 200 — 30.7 KiB — 37 ms — h2https://aipp.silverchair-cdn.com/Themes/Silver/app/vendor/v-639102489972463725/jquery-migrate-3.1.0.min.jsaipp.silverchair-cdn.com/Themes/Sil... https://aipp.silverchair-cdn.com/Themes/Silver/app/vendor/v-639102489972463725/jquery-migrate-3.1.0.min.js — 200 — 3.9 KiB — 42 ms — h2https://aipp.silverchair-cdn.com/Themes/Client/app/css/v-639116336483262835/site.min.cssaipp.silverchair-cdn.com/Themes/Cli... https://aipp.silverchair-cdn.com/Themes/Client/app/css/v-639116336483262835/site.min.css — 200 — 101.5 KiB — 47 ms — h2https://aipp.silverchair-cdn.com/Themes/Silver/app/icons/v-639102489936978178/style.cssaipp.silverchair-cdn.com/Themes/Sil... https://aipp.silverchair-cdn.com/Themes/Silver/app/icons/v-639102489936978178/style.css — 200 — 1.9 KiB — 26 ms — h2https://aipp.silverchair-cdn.com/Themes/Client/app/css/v-639102487962937779/bg_img.cssaipp.silverchair-cdn.com/Themes/Cli... https://aipp.silverchair-cdn.com/Themes/Client/app/css/v-639102487962937779/bg_img.css — 200 — 648 B — 28 ms — h2https://fonts.googleapis.com/css2?family=Montserrat:ital,wght@0,300;0,400;0,500;0,700;1,400&family=Noto+Serif:ital,wght@0,400;0,700;1,400&display=swapfonts.googleapis.com/css2?family=Mo... https://fonts.googleapis.com/css2?family=Montserrat:ital,wght@0,300;0,400;0,500;0,700;1,400&family=Noto+Serif:ital,wght@0,400;0,700;1,400&display=swap — 200 — 1.9 KiB — 46 ms — h2https://aipp.silverchair-cdn.com/data/SiteBuilderAssets/Live/CSS/umbrella/v-638881201675924950/site.cssaipp.silverchair-cdn.com/data/SiteB... https://aipp.silverchair-cdn.com/data/SiteBuilderAssets/Live/CSS/umbrella/v-638881201675924950/site.css — 200 — 1.4 KiB — 29 ms — h2https://aipp.silverchair-cdn.com/data/SiteBuilderAssets/Live/CSS/umbrella/v-638318663995195955/site_v2.cssaipp.silverchair-cdn.com/data/SiteB... https://aipp.silverchair-cdn.com/data/SiteBuilderAssets/Live/CSS/umbrella/v-638318663995195955/site_v2.css — 200 — 874 B — 30 ms — h2https://static.adzerk.net/ados.jsstatic.adzerk.net/ados.js https://static.adzerk.net/ados.js — 200 — 9.1 KiB — 54 ms — h2https://widgets.figshare.com/static/figshare.jswidgets.figshare.com/static/figshar... https://widgets.figshare.com/static/figshare.js — 200 — 36.3 KiB — 334 ms — h2https://aipp.silverchair-cdn.com/data/SiteBuilderAssetsOriginals/Live/images/umbrella/AIPP-Master-Logo-White-RGB.svgaipp.silverchair-cdn.com/data/SiteB... https://aipp.silverchair-cdn.com/data/SiteBuilderAssetsOriginals/Live/images/umbrella/AIPP-Master-Logo-White-RGB.svg — 200 — 1.9 KiB — 15 ms — h2https://aipp.silverchair-cdn.com/ImageLibrary/pubpartners-mainimage-400x400.png?versionId=8320aipp.silverchair-cdn.com/ImageLibra... https://aipp.silverchair-cdn.com/ImageLibrary/pubpartners-mainimage-400x400.png?versionId=8320 — 200 — 56.4 KiB — 17 ms — h2https://aipp.silverchair-cdn.com/ImageLibrary/submitarticle-mainimage-400x400.png?versionId=8320aipp.silverchair-cdn.com/ImageLibra... https://aipp.silverchair-cdn.com/ImageLibrary/submitarticle-mainimage-400x400.png?versionId=8320 — 200 — 41.4 KiB — 5 ms — h2https://aipp.silverchair-cdn.com/ImageLibrary/aboutaipp-mainimage-400x400.png?versionId=8320aipp.silverchair-cdn.com/ImageLibra... https://aipp.silverchair-cdn.com/ImageLibrary/aboutaipp-mainimage-400x400.png?versionId=8320 — 200 — 46.1 KiB — 6 ms — h2blob:https://pubs.aip.org/e256f111-33b8-4b2f-9fb5-3aa2633edc8fpubs.aip.org/e256f111-33b8-4b2f-9fb... blob:https://pubs.aip.org/e256f111-33b8-4b2f-9fb5-3aa2633edc8f — 200 — -1 B — 32 ms — blobhttps://securepubads.g.doubleclick.net/tag/js/gpt.jssecurepubads.g.doubleclick.net/tag/... https://securepubads.g.doubleclick.net/tag/js/gpt.js — 200 — 33.6 KiB — 41 ms — h3https://aipp.silverchair-cdn.com/aipp/content_public/journal/apr/13/2/10.1063_5.0320073/1/021408_1_5.0320073.figures.online.highlight_f1.jpeg?Expires=1779913799&Signature=aWk0d~Apnkf471yjAkYbZk7Q5OW0Ktm6cYgkDruTDTZM5wwjnZrudK6Dryz2SqizeFJV6MKAy8gXeNptbRJy62Y2i5w9Ot2noB5r94ifDQRVvKIBKGSV56iEOU7Mi-5XMTTpbRsBpodfXZjVIIcuszj5Dm5qlnnrQ~Y~GtwBW0jAWRqWehz4Iyo2nnfZfGUkBstqTSAW~~Z3Cw7ZNaCsYps~Ph~3kEirv3QEWgKZpvyaOk9xpcdQK4NqChnHQVZdr8-RNSpkeIylpJJDAOfNqcgMF96IKjr5E5uwmXAskso631w5RqMaxThavhuS-GcwNt9JCy4aD2fk1osx6P38iw__&Key-Pair-Id=APKAIE5G5CRDK6RD3PGAaipp.silverchair-cdn.com/aipp/conte... 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h3https://securepubads.g.doubleclick.net/pcs/view?xai=AKAOjsvAyloIgZ5333dmdDc3hpJjx_wrjf7C1LT8MD6Pdy7MT3o1Sg50pxNKAvx_udDYLstI7KBQeBTFebCWywJ3CmKRz5oeAp1l-4QYaPegaM-n9ReuMikMK2FnOhjLpcbRN9WvWSyP58D0e0OnmTyWPQF7GgG6v7b34NQnRPIsDtlx7mmpN8sCfMIM_RXWda0DvVfn24BSgKa7ATqnYzGcUcb8nO4IoxCduJarGSoYRF0NcANlphkHO0k7s6rQZryjflIREwZWKUwy1FWY_cBKAxNrNz13moG6wB71fc1G10LR_nC3cDJXITaHZfWt_2y8bIoqaceO_gXvTXdbIMIKfQpJh8e1JqkFqSnsGwNh9zIytZTlWOP1x69cIrPT_HOyYzLEVIlT4FYJmt2SHyzB7zknGyrZBCatAmxi&sai=AMfl-YTzuYhgFrx0xwKlLs9XNTW7fM9ZzHgKpxAV6XZty4MMUpnsbDrv7xndZPqnzPA2U-cHko9AUNlEBFwF0Ass0YfrLSwzQkF4_pO5MgPPsKrjbqJo3hn_4nelBYFdXbUV2zs2oN7Ta_1DSm93v6yeGuYa06IWZLTveOC2t8dHmvSKZHlRwdsH-d4Zlicz_1eb3a405yC1euR5lN7TGL4RoS3KJCbkwa5DIMO6Bgrk7d7KCimHQ69y-eSAxnuj-1dCBxa2svb7VL-HH6QV2pHy_ERws9OUuFyw1M0QEhDfP-5tlpQqPqZqrFe8pjLAMUkpQ455_xbxE47gtTyOptCOjSREYE_pGtvyYCnlsi9QvTRIWoCBYpmSptcfJzWT-OKCcw&sig=Cg0ArKJSzOTpxg9A_MxaEAE&uach_m=%5BUACH%5D&dett=2&adurl=securepubads.g.doubleclick.net/pcs/... https://securepubads.g.doubleclick.net/pcs/view?xai=AKAOjsvAyloIgZ5333dmdDc3hpJjx_wrjf7C1LT8MD6Pdy7MT3o1Sg50pxNKAvx_udDYLstI7KBQeBTFebCWywJ3CmKRz5oeAp1l-4QYaPegaM-n9ReuMikMK2FnOhjLpcbRN9WvWSyP58D0e0OnmTyWPQF7GgG6v7b34NQnRPIsDtlx7mmpN8sCfMIM_RXWda0DvVfn24BSgKa7ATqnYzGcUcb8nO4IoxCduJarGSoYRF0NcANlphkHO0k7s6rQZryjflIREwZWKUwy1FWY_cBKAxNrNz13moG6wB71fc1G10LR_nC3cDJXITaHZfWt_2y8bIoqaceO_gXvTXdbIMIKfQpJh8e1JqkFqSnsGwNh9zIytZTlWOP1x69cIrPT_HOyYzLEVIlT4FYJmt2SHyzB7zknGyrZBCatAmxi&sai=AMfl-YTzuYhgFrx0xwKlLs9XNTW7fM9ZzHgKpxAV6XZty4MMUpnsbDrv7xndZPqnzPA2U-cHko9AUNlEBFwF0Ass0YfrLSwzQkF4_pO5MgPPsKrjbqJo3hn_4nelBYFdXbUV2zs2oN7Ta_1DSm93v6yeGuYa06IWZLTveOC2t8dHmvSKZHlRwdsH-d4Zlicz_1eb3a405yC1euR5lN7TGL4RoS3KJCbkwa5DIMO6Bgrk7d7KCimHQ69y-eSAxnuj-1dCBxa2svb7VL-HH6QV2pHy_ERws9OUuFyw1M0QEhDfP-5tlpQqPqZqrFe8pjLAMUkpQ455_xbxE47gtTyOptCOjSREYE_pGtvyYCnlsi9QvTRIWoCBYpmSptcfJzWT-OKCcw&sig=Cg0ArKJSzOTpxg9A_MxaEAE&uach_m=%5BUACH%5D&dett=2&adurl= — 200 — 28 B — 117 ms — h3https://pagead2.googlesyndication.com/pagead/gen_204?id=av-js&type=fle-fetch-start2pagead2.googlesyndication.com/pagea... https://pagead2.googlesyndication.com/pagead/gen_204?id=av-js&type=fle-fetch-start2 — 204 — 20 B — 83 ms — h3https://pagead2.googlesyndication.com/pagead/gen_204?id=av-js&type=colleague-executed&name=4pagead2.googlesyndication.com/pagea... https://pagead2.googlesyndication.com/pagead/gen_204?id=av-js&type=colleague-executed&name=4 — 204 — 20 B — 72 ms — h3https://securepubads.g.doubleclick.net/pcs/view?xai=AKAOjstyp8odIMgaiU8d6uLMmn6njM1USELbeF44L1OTZy8OO-zikzhSKwlrcfBehDFAh1VGgk4g5uLc9eDIlAxotvC5eoNSeK9WBuMli22GA53xuywRTL_JWqmS2kldBC3LY00JnHdhPbDcv8itqe9jwZZDSp4rBQAWCvgya_7UvSV5Mpk930Z98f58laBrRsaDSOS24gapIVIz6zcyo8sZNePvXtTc0lxNQg3zlBOCkgpp0LEyvX_qPXru1mghAemq1YhdfLpa2U6j_jGhAKkUMVr65Xd4GPH_0-9KbYiLLm6SvgwhNRrWdflCQfWT9TyoW8cxtDzpsGLwJ7V1xL1bxQu0wbaYN5UPCb43EWJANtATwScNmOVrwcF7sKOQxP7HPunJzhVKv-uryRgWpsKy2HLWxic9oSXVIaot&sai=AMfl-YSj8jhmInvpypXeARrj6ARudo9X8dXc_1ZW-CtlLSH1Lw5FHTXi5-RKMYQhThs_zdCSJCcuN-VRucVLlgkukKVot_duNvudCuLm4Q92VYHfKVXUAG1gB9NNU3yPXNpWENr2lRBEtha_6mVt-2kvRP3H7_yA_4LR2a9vGh0NcIynyiSMXZ6gou02Ub4yyRP-2Hk1DOc0YNOt42-V54fuNPPf7baDGpcl75lRHdzi9clMuZe8uZTscDJ4UjCSCdsZLcErLFb42UzW0Z3hm8HyHRVbslwERgBjxD7Q6nTlbtLIQg8JahNgK8fK0dArUlO-ulzfY2O5E_AVmhDPgC5wniEUxRVBW94qVaoRKXN_kRy5tsEEP3wSwvjXMSlLfbbW0Q&sig=Cg0ArKJSzFFsqnWs12c0EAE&uach_m=%5BUACH%5D&dett=2&adurl=securepubads.g.doubleclick.net/pcs/... https://securepubads.g.doubleclick.net/pcs/view?xai=AKAOjstyp8odIMgaiU8d6uLMmn6njM1USELbeF44L1OTZy8OO-zikzhSKwlrcfBehDFAh1VGgk4g5uLc9eDIlAxotvC5eoNSeK9WBuMli22GA53xuywRTL_JWqmS2kldBC3LY00JnHdhPbDcv8itqe9jwZZDSp4rBQAWCvgya_7UvSV5Mpk930Z98f58laBrRsaDSOS24gapIVIz6zcyo8sZNePvXtTc0lxNQg3zlBOCkgpp0LEyvX_qPXru1mghAemq1YhdfLpa2U6j_jGhAKkUMVr65Xd4GPH_0-9KbYiLLm6SvgwhNRrWdflCQfWT9TyoW8cxtDzpsGLwJ7V1xL1bxQu0wbaYN5UPCb43EWJANtATwScNmOVrwcF7sKOQxP7HPunJzhVKv-uryRgWpsKy2HLWxic9oSXVIaot&sai=AMfl-YSj8jhmInvpypXeARrj6ARudo9X8dXc_1ZW-CtlLSH1Lw5FHTXi5-RKMYQhThs_zdCSJCcuN-VRucVLlgkukKVot_duNvudCuLm4Q92VYHfKVXUAG1gB9NNU3yPXNpWENr2lRBEtha_6mVt-2kvRP3H7_yA_4LR2a9vGh0NcIynyiSMXZ6gou02Ub4yyRP-2Hk1DOc0YNOt42-V54fuNPPf7baDGpcl75lRHdzi9clMuZe8uZTscDJ4UjCSCdsZLcErLFb42UzW0Z3hm8HyHRVbslwERgBjxD7Q6nTlbtLIQg8JahNgK8fK0dArUlO-ulzfY2O5E_AVmhDPgC5wniEUxRVBW94qVaoRKXN_kRy5tsEEP3wSwvjXMSlLfbbW0Q&sig=Cg0ArKJSzFFsqnWs12c0EAE&uach_m=%5BUACH%5D&dett=2&adurl= — 200 — 28 B — 34 ms — h3https://pagead2.googlesyndication.com/pagead/gen_204?id=av-js&type=reach&proto=CAlgAWACaAM%3Dpagead2.googlesyndication.com/pagea... https://pagead2.googlesyndication.com/pagead/gen_204?id=av-js&type=reach&proto=CAlgAWACaAM%3D — 204 — 20 B — 24 ms — h3https://pagead2.googlesyndication.com/pagead/gen_204?id=av-js&type=reach&proto=CAlgAWACaAM%3Dpagead2.googlesyndication.com/pagea... https://pagead2.googlesyndication.com/pagead/gen_204?id=av-js&type=reach&proto=CAlgAWACaAM%3D — 204 — 20 B — 58 ms — h3https://ep2.adtrafficquality.google/sodar/sodar2/254/runner.htmlep2.adtrafficquality.google/sodar/s... https://ep2.adtrafficquality.google/sodar/sodar2/254/runner.html — 200 — 5.8 KiB — 23 ms — h2https://www.google.com/recaptcha/api2/aframewww.google.com/recaptcha/api2/afram... https://www.google.com/recaptcha/api2/aframe — 200 — 567 B — 106 ms — h3https://pagead2.googlesyndication.com/bg/6u4cjZJ6xo3e9mwcSLvMY6cXkaRwmTskeynnxfNWQwA.jspagead2.googlesyndication.com/bg/6u... https://pagead2.googlesyndication.com/bg/6u4cjZJ6xo3e9mwcSLvMY6cXkaRwmTskeynnxfNWQwA.js — 200 — 21.9 KiB — 24 ms — h3https://pagead2.googlesyndication.com/pagead/sodar?id=sodar2&v=254&li=gpt_m202604160201&jk=322225037556318&rc=pagead2.googlesyndication.com/pagea... https://pagead2.googlesyndication.com/pagead/sodar?id=sodar2&v=254&li=gpt_m202604160201&jk=322225037556318&rc= — 204 — 17 B — 22 ms — h3https://ep2.adtrafficquality.google/generate_204?g9H0fgep2.adtrafficquality.google/generat... https://ep2.adtrafficquality.google/generate_204?g9H0fg — 204 — 40 B — 4 ms — h2https://pagead2.googlesyndication.com/pagead/ping?e=1pagead2.googlesyndication.com/pagea... https://pagead2.googlesyndication.com/pagead/ping?e=1 — 204 — 20 B — 25 ms — h3https://ep1.adtrafficquality.google/pagead/sodar?id=sodar2&v=254&t=2&li=gpt_m202604160201&jk=322225037556318&bg=!ISKlIkDNAAa1ilLUlYo7AEcBe5WfOOmhjJoVsHWT_LVINgiGvrFpMBDp1nXFo2_QHxUY77bItUfd-f8uKNgQDKrx7t1ac-RxOU78Wj2JvqMPC8s5rSjZVAIAAABuUgAAAAZoAQd-ADaLkaRGENp63UVFG5zsEzqlHUrr4srZKiJrtUM6VIGvv9GIui0yFspqLpOaKwpBsXycbGIGW7SZAputmJ1ZpDRmbr-HZCFATjIG1aWZAV9KOlHf0Qh3Fhe6I8HZU0Y3du2yrGZm-NGkt_Ngxh6IXMoL9cIaScCvIu8CZ46hLofOhrW-rq2X2LpXRn0CIf8WIGwOqvtkFqvEhkY7M1vwaetUYwLrQhI7PfqPUFcbE9kt1XeCh3gUq1YlbvlB1J1tURDor9vRVUGR5eqnXpSE4lH2qvh6EYsRc6S1xPX7T-8AKQsRET8Xec9J7KqFH5sUZiaEiPvF5E04yT6YukYhvRk1mTgxm5ZSPUVfY6uEbMFgxo2PNfAFMw2T75EJNoQUVNmKUnrQqG1QSIJQp25RvAVNmfx5c-EgiKLOv3q7TUA9_NKRmGCtaDEPD7OljhCIGHpsjWV2isSz3mNamG9-nZZvbv_H68iTkmQc8A1E3LgztF7cOMWhgPs0w3d9EN4iFD4IRYvIiTgBAg5rAw5zbwAi0iEGeNKfjrMWEr_F5UlHaZP_cdFv0xf-g1cVhypcxA9V45upOKVnqU2kev8LOm4ysYpkPU-KuGq25GTvvYZUG1p-44jf6qVudbG3J6P4FVivotV-jK7ZT9XI1A7fHNaRPdDGjvY7IxtN9ma79XWVAufJF53YGyVrRnxznZx9cNCQXlqjZv3RvWS9fQquFfcz8S27zV9iyrNsMnOCJg2AECqo-QKZnG0FfIkBqM6XnsYIV89lLGHUlfNTt-qG-2jOJpmd1e1uzqQd08BJCgbCmjBLJyllH0nJxUhgifb46CB5AdKx-M-zmDsK13BWd0o0J1YjgdTsM_sBwgWUKkGyN93G5XP7VOkgIeLgNUKQRFvb5eKxDLc0jhay9OzcBjSJXVjEXFTkWmPGMkjyX8gayFpgrUdulXXlZeig3gDZJOoZA3Lkep1.adtrafficquality.google/pagead/... https://ep1.adtrafficquality.google/pagead/sodar?id=sodar2&v=254&t=2&li=gpt_m202604160201&jk=322225037556318&bg=!ISKlIkDNAAa1ilLUlYo7AEcBe5WfOOmhjJoVsHWT_LVINgiGvrFpMBDp1nXFo2_QHxUY77bItUfd-f8uKNgQDKrx7t1ac-RxOU78Wj2JvqMPC8s5rSjZVAIAAABuUgAAAAZoAQd-ADaLkaRGENp63UVFG5zsEzqlHUrr4srZKiJrtUM6VIGvv9GIui0yFspqLpOaKwpBsXycbGIGW7SZAputmJ1ZpDRmbr-HZCFATjIG1aWZAV9KOlHf0Qh3Fhe6I8HZU0Y3du2yrGZm-NGkt_Ngxh6IXMoL9cIaScCvIu8CZ46hLofOhrW-rq2X2LpXRn0CIf8WIGwOqvtkFqvEhkY7M1vwaetUYwLrQhI7PfqPUFcbE9kt1XeCh3gUq1YlbvlB1J1tURDor9vRVUGR5eqnXpSE4lH2qvh6EYsRc6S1xPX7T-8AKQsRET8Xec9J7KqFH5sUZiaEiPvF5E04yT6YukYhvRk1mTgxm5ZSPUVfY6uEbMFgxo2PNfAFMw2T75EJNoQUVNmKUnrQqG1QSIJQp25RvAVNmfx5c-EgiKLOv3q7TUA9_NKRmGCtaDEPD7OljhCIGHpsjWV2isSz3mNamG9-nZZvbv_H68iTkmQc8A1E3LgztF7cOMWhgPs0w3d9EN4iFD4IRYvIiTgBAg5rAw5zbwAi0iEGeNKfjrMWEr_F5UlHaZP_cdFv0xf-g1cVhypcxA9V45upOKVnqU2kev8LOm4ysYpkPU-KuGq25GTvvYZUG1p-44jf6qVudbG3J6P4FVivotV-jK7ZT9XI1A7fHNaRPdDGjvY7IxtN9ma79XWVAufJF53YGyVrRnxznZx9cNCQXlqjZv3RvWS9fQquFfcz8S27zV9iyrNsMnOCJg2AECqo-QKZnG0FfIkBqM6XnsYIV89lLGHUlfNTt-qG-2jOJpmd1e1uzqQd08BJCgbCmjBLJyllH0nJxUhgifb46CB5AdKx-M-zmDsK13BWd0o0J1YjgdTsM_sBwgWUKkGyN93G5XP7VOkgIeLgNUKQRFvb5eKxDLc0jhay9OzcBjSJXVjEXFTkWmPGMkjyX8gayFpgrUdulXXlZeig3gDZJOoZA3Lk — 204 — 17 B — 37 ms — h3https://pagead2.googlesyndication.com/pcs/activeview?xai=AKAOjssw3iHMDib7W7DzLxs_Zw8Yd-l8-gIiDH3RQYG0DuPqZLw3rbxCUjcD3ogcMZkf8gC84wZsPudl7cg63At5nzgthBJUJHdZnxvtW-vTVmChQLgUzJZodjPAkYlRU4Vz55Tng_-IfnUT-40dK8vVZqQZJQIsmmCU3sJ21qc5JscB9RhglUb9TTS5A-gP&sig=Cg0ArKJSzD-7kgY3nMc2EAE&id=lidar2&mcvt=1001&p=3,0,93,970&tm=1101.3999998569489&tu=100.29999995231628&mtos=1001,1001,1001,1001,1001&tos=1001,0,0,0,0&v=20260420&bin=7&avms=nio&bs=412,823&mc=1&vu=1&app=0&itpl=0&adk=1512969781&rs=4&la=0&cr=0&uach=WyJBbmRyb2lkIiwiMTEuMCIsIiIsIm1vdG8gZyBwb3dlciAoMjAyMikiLCIxNDYuMC4wLjAiLG51bGwsMSxudWxsLCI2NCIsW1siTm90LUEuQnJhbmQiLCIyNC4wLjAuMCJdLFsiQ2hyb21pdW0iLCIxNDYuMC43NjgwLjE2NCJdXSwwXQ%3D%3D&vs=4&r=v&co=7282263800&rst=1776889838040&rpt=198&isd=0&lsd=0&met=mue&wmsd=0&pbe=0&fle=0&vae=0&spb=0&sfl=0&ffslot=0&reach=8&io2=0pagead2.googlesyndication.com/pcs/a... https://pagead2.googlesyndication.com/pcs/activeview?xai=AKAOjssw3iHMDib7W7DzLxs_Zw8Yd-l8-gIiDH3RQYG0DuPqZLw3rbxCUjcD3ogcMZkf8gC84wZsPudl7cg63At5nzgthBJUJHdZnxvtW-vTVmChQLgUzJZodjPAkYlRU4Vz55Tng_-IfnUT-40dK8vVZqQZJQIsmmCU3sJ21qc5JscB9RhglUb9TTS5A-gP&sig=Cg0ArKJSzD-7kgY3nMc2EAE&id=lidar2&mcvt=1001&p=3,0,93,970&tm=1101.3999998569489&tu=100.29999995231628&mtos=1001,1001,1001,1001,1001&tos=1001,0,0,0,0&v=20260420&bin=7&avms=nio&bs=412,823&mc=1&vu=1&app=0&itpl=0&adk=1512969781&rs=4&la=0&cr=0&uach=WyJBbmRyb2lkIiwiMTEuMCIsIiIsIm1vdG8gZyBwb3dlciAoMjAyMikiLCIxNDYuMC4wLjAiLG51bGwsMSxudWxsLCI2NCIsW1siTm90LUEuQnJhbmQiLCIyNC4wLjAuMCJdLFsiQ2hyb21pdW0iLCIxNDYuMC43NjgwLjE2NCJdXSwwXQ%3D%3D&vs=4&r=v&co=7282263800&rst=1776889838040&rpt=198&isd=0&lsd=0&met=mue&wmsd=0&pbe=0&fle=0&vae=0&spb=0&sfl=0&ffslot=0&reach=8&io2=0 — 200 — 65 B — 25 ms — h3
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 8887ms · 1129KB · $118/mo
cmp.osano.com
Other
Costly
Execution 1611ms
Transfer 85 KB
Unused 26%
Monthly Cost $21/mo
Unattributable
Other
Costly
Execution 1084ms
Transfer 0 KB
Monthly Cost $14/mo
securepubads.g.doubleclick.net
Other
Costly
Execution 1007ms
Transfer 188 KB
Unused 49%
Monthly Cost $13/mo
pubs.aip.org
Other
Costly
Execution 853ms
Transfer 16 KB
Monthly Cost $11/mo
ajax.googleapis.com
Other
Costly
Execution 725ms
Transfer 31 KB
Monthly Cost $10/mo
jsDelivr
CDN
Costly
Execution 640ms
Transfer 0 KB
Unused 49%
Monthly Cost $8/mo
pagead2.googlesyndication.com
Other
Costly
Execution 610ms
Transfer 0 KB
Unused 42%
Monthly Cost $8/mo
Google Tag Manager
Tag Manager
Costly
Execution 488ms
Transfer 166 KB
Unused 37%
Monthly Cost $6/mo
Google Tag Manager
Tag Manager
Costly
Execution 430ms
Transfer 174 KB
Unused 39%
Monthly Cost $6/mo
pubs.aip.org
Other
Costly
Execution 330ms
Transfer 0 KB
Monthly Cost $4/mo
Google Tag Manager
Tag Manager
Costly
Execution 281ms
Transfer 137 KB
Unused 42%
Monthly Cost $4/mo
aipp.hum.works
Other
Costly
Execution 262ms
Transfer 104 KB
Unused 44%
Monthly Cost $3/mo
aipp.silverchair-cdn.com
Other
Optional
Execution 180ms
Transfer 130 KB
Unused 78%
Monthly Cost $2/mo
widgets.figshare.com
Other
Optional
Execution 110ms
Transfer 36 KB
Monthly Cost $1/mo
securepubads.g.doubleclick.net
Other
Optional
Execution 97ms
Transfer 34 KB
Monthly Cost $1/mo
ep2.adtrafficquality.google
Other
Optional
Execution 89ms
Transfer 8 KB
Monthly Cost $1/mo
Google Analytics
Analytics
Optional
Execution 89ms
Transfer 21 KB
Monthly Cost $1/mo

These scripts may cost more than they're worth

  • cmp.osano.com adds 1611ms and costs ~$21/month
  • Unattributable adds 1084ms and costs ~$14/month
  • securepubads.g.doubleclick.net adds 1007ms and costs ~$13/month
  • pubs.aip.org adds 853ms and costs ~$11/month
  • ajax.googleapis.com adds 725ms and costs ~$10/month
  • jsDelivr adds 640ms and costs ~$8/month
  • pagead2.googlesyndication.com adds 610ms and costs ~$8/month
  • Google Tag Manager adds 488ms and costs ~$6/month
  • Google Tag Manager adds 430ms and costs ~$6/month
  • pubs.aip.org adds 330ms and costs ~$4/month
  • Google Tag Manager adds 281ms and costs ~$4/month
  • aipp.hum.works adds 262ms 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

cmp.osano.com takes 1611ms 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

Unattributable takes 1084ms 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

securepubads.g.doubleclick.net takes 1007ms 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

pubs.aip.org takes 853ms 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

ajax.googleapis.com takes 725ms 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

jsDelivr takes 640ms 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

pagead2.googlesyndication.com takes 610ms 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 488ms 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 430ms 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

pubs.aip.org takes 330ms 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 281ms 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

aipp.hum.works takes 262ms 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

78% of aipp.silverchair-cdn.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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