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Performance

· 15 checks — Lighthouse + waterfall + sustainability rolled into one auditable list.
SCORE
73
GRADE
C
FIX
4
REVIEW
3
PASS
6
INFO
2

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

Mobile Desktop
95
Performance Overall performance score (0–100) based on Core Web Vitals and other metrics. 90+ is good.
81
Accessibility Measures how accessible the page is for users with disabilities. Checks color contrast, ARIA labels, and semantic HTML.
81
Best Practices Checks for modern web development best practices including HTTPS, no console errors, and secure JavaScript.
100
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.

775 ms

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

1.26 s

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

108 ms

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

0.001

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

1.23 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.

2.56 s

Page Load Progression

375 ms
750 ms
1.1 s
1.5 s
1.9 s
2.2 s
2.6 s
3.0 s
Checks
15
6 PASS 3 REVIEW 4 FIX
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 (1.6 MiB of 1.6 MiB)
Info::
Third-party blocking time is low (0 ms)
100%
First-party Third-party
F
JS Bundles
Action
27 scripts, 599 KB unused
FIX
27 scripts, 599 KB unused
Warning::
https://c5.rgstatic.net/javascript/bundles/common_...: 193 KB unused (70%)
Consider code splitting or tree shaking to reduce unused code.
Warning::
https://ads.pubmatic.com/AdServer/js/pwt/161519/67...: 119 KB unused (70%)
Consider code splitting or tree shaking to reduce unused code.
Warning::
https://www.googletagmanager.com/gtag/js?id=G-4P31...: 66 KB unused (41%)
Consider code splitting or tree shaking to reduce unused code.
Warning::
https://sdk.privacy-center.org/sdk/ccd75f3fd1e3bfd...: 64 KB unused (63%)
Consider code splitting or tree shaking to reduce unused code.
Warning::
https://c5.rgstatic.net/javascript/bundles/common_...: 57 KB unused (47%)
Consider code splitting or tree shaking to reduce unused code.
Info::
Total unused JavaScript: 599 KB
599 KB unused JavaScript

Downloaded but never executed on this page.

ScriptSizeUnusedMinifiedParty
https://c5.rgstatic.net/javascript/bundles/common_vendor.6d04b8.js279 KB193 KB (70%)✓3rd
https://ads.pubmatic.com/AdServer/js/pwt/161519/6737/pwt.js170 KB119 KB (70%)✓3rd
https://www.googletagmanager.com/gtag/js?id=G-4P31SJ70EJ160 KB66 KB (41%)✓3rd
https://sdk.privacy-center.org/sdk/ccd75f3fd1e3bfdd8b4938d8a0c206149f135f03/modern/sdk.ccd75f3fd1e3bfdd8b4938d8a0c206149f135f03.js102 KB64 KB (63%)✓3rd
https://c5.rgstatic.net/javascript/bundles/common_rg.2230b3.js122 KB57 KB (47%)✓3rd
https://c5.rgstatic.net/javascript/bundles/common.76890d.js102 KB47 KB (46%)✓3rd
https://a.researchgate.net/static/array.js60 KB30 KB (50%)✓3rd
https://a.researchgate.net/static/surveys.js?v=1.369.032 KB24 KB (78%)✓3rd
https://c5.rgstatic.net/javascript/bundles/entrypoints/application/Index.3accd3.js4 KB—✓3rd
https://c5.rgstatic.net/javascript/bundles/bootstrap.d86c58.js42 KB—✓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
64 resources · 1.6 MB · 599 KB savings available
FIX
64 resources · 1.6 MB · 599 KB savings available
Warning::
Page weight 592 KB over 1MB target
Got: 1.6 MB Expected: ≤ 1 MB
Info::
~599 KB of savings available
Warning::
63 third-party resources (100% of weight)
Info::
1 resources over 200KB
64 resources · 1.6 MiB · 63 third-party 591.6 KiB over 1MB target
JavaScript 78% · 1.2 MiB
Image 12% · 196.3 KiB
CSS 4% · 65.3 KiB
Font 4% · 64.4 KiB
Other 1% · 13.0 KiB
Document 1% · 11.4 KiB

~599.5 KiB of savings available

Remove unused JavaScript: 599.5 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
Page Weight Budget
Action
1.6 MB transferred, 64 requests
REVIEW
1.6 MB transferred, 64 requests
Info::
Page weighs 5.3 MB (1.6 MB transferred)
Warning::
JavaScript is 1.2 MB — consider code splitting or lazy loading
Large JavaScript bundles delay interactivity. Split code by route or defer non-critical scripts.
Got: 1.2 MB
Info::
64 HTTP requests
Info::
Estimated 0.33 g CO2 per page load
1.6 MB / 2.4 MB budget
1.6 MB transferred
64 requests
0.33 g CO2 per page load
JavaScript 1.2 MiB 78%
Images 168.2 KiB 10%
CSS 65.3 KiB 4%
Fonts 64.4 KiB 4%
Other 29.6 KiB 2%
HTML 11.1 KiB 1%
Other 9.1 KiB 1%
Other 1.9 KiB 0%
Other 1.0 KiB 0%
Other 0 B 0%
0 2.4 MB 4.9 MB
Approaching limit

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

C
Image Optimization
Action
6 images, 0 KB saveable
REVIEW
6 images, 0 KB saveable
Warning::
https://www.researchgate.net/images/footer-hiring@... is missing width/height — may cause layout shift
Set explicit width and height to prevent CLS.
Warning::
https://c5.rgstatic.net/m/419438641133902/images/i... is missing width/height — may cause layout shift
Set explicit width and height to prevent CLS.
Warning::
https://www.researchgate.net/images/footer-adverti... is missing width/height — may cause layout shift
Set explicit width and height to prevent CLS.
6 images 168 KB
0 oversized -0 KB
5 legacy format
3 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

B
JS Execution Cost
907ms total JS execution
REVIEW
907ms total JS execution
Info::
https://c5.rgstatic.net/javascript/bundles/bootstr...: 195ms CPU time
Info::
Unattributable: 162ms CPU time
Info::
https://a.researchgate.net/static/array.js: 125ms CPU time
Info::
https://ads.pubmatic.com/AdServer/js/pwt/161519/67...: 92ms CPU time
Info::
https://www.researchgate.net/: 92ms CPU time
Warning::
Third-party scripts: 907ms (100% of total)

Main Thread Breakdown

Script Evaluation 63% Other 14% Script Parsing & Compilation 14% Style & Layout 5%
ScriptTotalScriptingParse/CompileParty
https://c5.rgstatic.net/javascript/bundles/bootstrap.d86c58.js195ms183ms5ms3rd
Unattributable162ms10ms0ms3rd
https://a.researchgate.net/static/array.js125ms118ms6ms3rd
https://ads.pubmatic.com/AdServer/js/pwt/161519/6737/pwt.js92ms71ms17ms3rd
https://www.researchgate.net/92ms18ms3ms3rd
https://www.researchgate.net/cdn-cgi/challenge-platform/scripts/jsd/main.js86ms81ms1ms3rd
https://www.googletagmanager.com/gtag/js?id=G-4P31SJ70EJ82ms65ms16ms3rd
https://sdk.privacy-center.org/sdk/ccd75f3fd1e3bfdd8b4938d8a0c206149f135f03/modern/sdk.ccd75f3fd1e3bfdd8b4938d8a0c206149f135f03.js73ms56ms13ms3rd
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
3 fonts (64 KB)
PASS
3 fonts (64 KB)
Info::
3 font(s) use font-display: swap (FOUT risk but functional)

Web fonts

3

64 KB total

Render-blocking

0

of 3

Dominant font-display

swap

Most common across fonts

Font loading timeline
Transfer FOIT (block) FOUT (swap)
0 ms 500 ms 1.0 s FCP 775 ms LCP 1.3 shttps://c5.rgstatic.net/m/4377210183614584/fonts/roboto-v15-latin-400.woff2roboto-v15-latin-400.woff2 https://c5.rgstatic.net/m/4377210183614584/fonts/roboto-v15-latin-400.woff2 — 14.6 KiB — 50 ms — font-display: swaphttps://c5.rgstatic.net/m/4263650741714552/fonts/roboto-v15-latin-700.woff2roboto-v15-latin-700.woff2 https://c5.rgstatic.net/m/4263650741714552/fonts/roboto-v15-latin-700.woff2 — 14.5 KiB — 99 ms — font-display: swaphttps://www.researchgate.net/webfonts/s/montserrat/v31/JTUSjIg1_i6t8kCHKm459WlhyyTh89Y.woff2JTUSjIg1_i6t8kCHKm459Wl... https://www.researchgate.net/webfonts/s/montserrat/v31/JTUSjIg1_i6t8kCHKm459WlhyyTh89Y.woff2 — 35.3 KiB — 61 ms — font-display: swap
roboto-v15-latin-400.woff2 woff2 swap
Size 15 KB
Load time 50 ms
Start 88 ms
Risk FOUT — text flashes from fallback to web font
roboto-v15-latin-700.woff2 woff2 swap
Size 15 KB
Load time 99 ms
Start 88 ms
Risk FOUT — text flashes from fallback to web font
JTUSjIg1_i6t8kCHKm459Wl... woff2 swap
Size 35 KB
Load time 61 ms
Start 287 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+
Green Hosting
Whether the site is served from green-energy infrastructure
PASS

Green Hosting

This site is hosted on green energy infrastructure

Provider: Cloudflare

Network Waterfall
64 requests over 2404ms
INFO
0 ms 500 ms 1.0 s 1.5 s 2.0 s 2.5 s FCP 775 ms LCP 1.3 shttps://researchgate.net// https://researchgate.net/ — 301 — 185 B — 14 ms — h2https://www.researchgate.net/www.researchgate.net/ https://www.researchgate.net/ — 200 — 11.1 KiB — 36 ms — h2https://c5.rgstatic.net/m/4389871838312458/javascript/errorLogging/logger.jsc5.rgstatic.net/m/4389871838312458/... https://c5.rgstatic.net/m/4389871838312458/javascript/errorLogging/logger.js — 200 — 5.0 KiB — 55 ms — h2https://c5.rgstatic.net/javascript/modern/polyfill.66e471.jsc5.rgstatic.net/javascript/modern/p... https://c5.rgstatic.net/javascript/modern/polyfill.66e471.js — 200 — 11.0 KiB — 53 ms — h2https://c5.rgstatic.net/styles/bundles/common.76890d.cssc5.rgstatic.net/styles/bundles/comm... https://c5.rgstatic.net/styles/bundles/common.76890d.css — 200 — 602 B — 42 ms — h2https://c5.rgstatic.net/styles/bundles/bootstrap.d86c58.cssc5.rgstatic.net/styles/bundles/boot... https://c5.rgstatic.net/styles/bundles/bootstrap.d86c58.css — 200 — 793 B — 43 ms — h2https://c5.rgstatic.net/javascript/bundles/runtime.127626.jsc5.rgstatic.net/javascript/bundles/... https://c5.rgstatic.net/javascript/bundles/runtime.127626.js — 200 — 7.0 KiB — 55 ms — h2https://c5.rgstatic.net/javascript/bundles/common_rg.2230b3.jsc5.rgstatic.net/javascript/bundles/... https://c5.rgstatic.net/javascript/bundles/common_rg.2230b3.js — 200 — 121.6 KiB — 89 ms — h2https://c5.rgstatic.net/javascript/bundles/common_vendor.6d04b8.jsc5.rgstatic.net/javascript/bundles/... https://c5.rgstatic.net/javascript/bundles/common_vendor.6d04b8.js — 200 — 278.7 KiB — 107 ms — h2https://c5.rgstatic.net/javascript/bundles/common.76890d.jsc5.rgstatic.net/javascript/bundles/... https://c5.rgstatic.net/javascript/bundles/common.76890d.js — 200 — 102.2 KiB — 106 ms — h2https://c5.rgstatic.net/javascript/bundles/bootstrap.d86c58.jsc5.rgstatic.net/javascript/bundles/... https://c5.rgstatic.net/javascript/bundles/bootstrap.d86c58.js — 200 — 42.4 KiB — 102 ms — h2https://c5.rgstatic.net/m/477575392831009/styles/rg-base.cssc5.rgstatic.net/m/477575392831009/s... https://c5.rgstatic.net/m/477575392831009/styles/rg-base.css — 200 — 6.1 KiB — 42 ms — h2https://c5.rgstatic.net/m/43485951709538458/styles/rg-nova-legacy.cssc5.rgstatic.net/m/43485951709538458... https://c5.rgstatic.net/m/43485951709538458/styles/rg-nova-legacy.css — 200 — 49.9 KiB — 73 ms — h2https://c5.rgstatic.net/styles/bundles/entrypoints/application/IndexContent.f23cba.cssc5.rgstatic.net/styles/bundles/entr... https://c5.rgstatic.net/styles/bundles/entrypoints/application/IndexContent.f23cba.css — 200 — 3.1 KiB — 42 ms — h2https://c5.rgstatic.net/styles/bundles/entrypoints/application/Index.3accd3.cssc5.rgstatic.net/styles/bundles/entr... https://c5.rgstatic.net/styles/bundles/entrypoints/application/Index.3accd3.css — 200 — 3.1 KiB — 43 ms — h2https://c5.rgstatic.net/m/4377210183614584/fonts/roboto-v15-latin-400.woff2c5.rgstatic.net/m/4377210183614584/... https://c5.rgstatic.net/m/4377210183614584/fonts/roboto-v15-latin-400.woff2 — 200 — 14.6 KiB — 50 ms — h2https://c5.rgstatic.net/m/4263650741714552/fonts/roboto-v15-latin-700.woff2c5.rgstatic.net/m/4263650741714552/... https://c5.rgstatic.net/m/4263650741714552/fonts/roboto-v15-latin-700.woff2 — 200 — 14.5 KiB — 99 ms — h2https://www.researchgate.net/webfonts/css?family=Montserrat:regular,bold&display=swapwww.researchgate.net/webfonts/css?f... https://www.researchgate.net/webfonts/css?family=Montserrat:regular,bold&display=swap — 200 — 1.0 KiB — 146 ms — h2https://c5.rgstatic.net/styles/bundles/entrypoints/application/GlobalFooterLoggedOut.aaec31.cssc5.rgstatic.net/styles/bundles/entr... https://c5.rgstatic.net/styles/bundles/entrypoints/application/GlobalFooterLoggedOut.aaec31.css — 200 — 765 B — 30 ms — h2https://www.researchgate.net/images/footer-hiring@2x.jpgwww.researchgate.net/images/footer-... https://www.researchgate.net/images/footer-hiring@2x.jpg — 200 — 43.7 KiB — 58 ms — h2https://c5.rgstatic.net/m/419438641133902/images/icons/svgicons/new-index-logo.svgc5.rgstatic.net/m/419438641133902/i... https://c5.rgstatic.net/m/419438641133902/images/icons/svgicons/new-index-logo.svg — 200 — 2.0 KiB — 35 ms — h2https://www.researchgate.net/images/footer-advertising@2x.jpgwww.researchgate.net/images/footer-... https://www.researchgate.net/images/footer-advertising@2x.jpg — 200 — 46.0 KiB — 29 ms — h3https://www.researchgate.net/manifest.jsonwww.researchgate.net/manifest.json https://www.researchgate.net/manifest.json — 200 — 1.0 KiB — 169 ms — h3https://www.researchgate.net/activeTriggers.jswww.researchgate.net/activeTriggers... https://www.researchgate.net/activeTriggers.js — 200 — 515 B — 17 ms — h3https://www.researchgate.net/header/tag.jswww.researchgate.net/header/tag.js https://www.researchgate.net/header/tag.js — 200 — 5.0 KiB — 180 ms — h3https://www.researchgate.net/m/435227022393349/images/icons/nova/icon-stack-s.svgwww.researchgate.net/m/435227022393... https://www.researchgate.net/m/435227022393349/images/icons/nova/icon-stack-s.svg — 200 — 24.4 KiB — 20 ms — h3https://c5.rgstatic.net/m/4108830164867639/images/index-hero@2x.jpgc5.rgstatic.net/m/4108830164867639/... https://c5.rgstatic.net/m/4108830164867639/images/index-hero@2x.jpg — 200 — 66.6 KiB — 25 ms — h3https://c5.rgstatic.net/m/4224193134820206/images/index-discover.svgc5.rgstatic.net/m/4224193134820206/... https://c5.rgstatic.net/m/4224193134820206/images/index-discover.svg — 200 — 6.4 KiB — 24 ms — h3https://c5.rgstatic.net/m/419123737069917/images/index-stats.svgc5.rgstatic.net/m/419123737069917/i... https://c5.rgstatic.net/m/419123737069917/images/index-stats.svg — 200 — 3.4 KiB — 19 ms — h3https://www.researchgate.net/webfonts/s/montserrat/v31/JTUSjIg1_i6t8kCHKm459WlhyyTh89Y.woff2www.researchgate.net/webfonts/s/mon... https://www.researchgate.net/webfonts/s/montserrat/v31/JTUSjIg1_i6t8kCHKm459WlhyyTh89Y.woff2 — 200 — 35.3 KiB — 61 ms — h3
0 ms 500 ms 1.0 s 1.5 s 2.0 s 2.5 s FCP 775 ms LCP 1.3 shttps://researchgate.net// https://researchgate.net/ — 301 — 185 B — 14 ms — h2https://www.researchgate.net/www.researchgate.net/ https://www.researchgate.net/ — 200 — 11.1 KiB — 36 ms — h2https://c5.rgstatic.net/m/4389871838312458/javascript/errorLogging/logger.jsc5.rgstatic.net/m/4389871838312458/... https://c5.rgstatic.net/m/4389871838312458/javascript/errorLogging/logger.js — 200 — 5.0 KiB — 55 ms — h2https://c5.rgstatic.net/javascript/modern/polyfill.66e471.jsc5.rgstatic.net/javascript/modern/p... https://c5.rgstatic.net/javascript/modern/polyfill.66e471.js — 200 — 11.0 KiB — 53 ms — h2https://c5.rgstatic.net/styles/bundles/common.76890d.cssc5.rgstatic.net/styles/bundles/comm... https://c5.rgstatic.net/styles/bundles/common.76890d.css — 200 — 602 B — 42 ms — h2https://c5.rgstatic.net/styles/bundles/bootstrap.d86c58.cssc5.rgstatic.net/styles/bundles/boot... https://c5.rgstatic.net/styles/bundles/bootstrap.d86c58.css — 200 — 793 B — 43 ms — h2https://c5.rgstatic.net/javascript/bundles/runtime.127626.jsc5.rgstatic.net/javascript/bundles/... https://c5.rgstatic.net/javascript/bundles/runtime.127626.js — 200 — 7.0 KiB — 55 ms — h2https://c5.rgstatic.net/javascript/bundles/common_rg.2230b3.jsc5.rgstatic.net/javascript/bundles/... https://c5.rgstatic.net/javascript/bundles/common_rg.2230b3.js — 200 — 121.6 KiB — 89 ms — h2https://c5.rgstatic.net/javascript/bundles/common_vendor.6d04b8.jsc5.rgstatic.net/javascript/bundles/... https://c5.rgstatic.net/javascript/bundles/common_vendor.6d04b8.js — 200 — 278.7 KiB — 107 ms — h2https://c5.rgstatic.net/javascript/bundles/common.76890d.jsc5.rgstatic.net/javascript/bundles/... https://c5.rgstatic.net/javascript/bundles/common.76890d.js — 200 — 102.2 KiB — 106 ms — h2https://c5.rgstatic.net/javascript/bundles/bootstrap.d86c58.jsc5.rgstatic.net/javascript/bundles/... https://c5.rgstatic.net/javascript/bundles/bootstrap.d86c58.js — 200 — 42.4 KiB — 102 ms — 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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 907ms · 547KB · $12/mo
c5.rgstatic.net
Other
Optional
Execution 195ms
Transfer 42 KB
Monthly Cost $3/mo
Unattributable
Other
Optional
Execution 162ms
Transfer 0 KB
Monthly Cost $2/mo
a.researchgate.net
Other
Optional
Execution 125ms
Transfer 60 KB
Unused 50%
Monthly Cost $2/mo
ads.pubmatic.com
Other
Optional
Execution 92ms
Transfer 170 KB
Unused 70%
Monthly Cost $1/mo
www.researchgate.net
Other
Optional
Execution 92ms
Transfer 11 KB
Monthly Cost $1/mo
www.researchgate.net
Other
Optional
Execution 86ms
Transfer 0 KB
Monthly Cost $1/mo
Google Tag Manager
Tag Manager
Optional
Execution 82ms
Transfer 160 KB
Unused 41%
Monthly Cost $1/mo
sdk.privacy-center.org
Other
Optional
Execution 73ms
Transfer 102 KB
Unused 63%
Monthly Cost $1/mo

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

50% of a.researchgate.net'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

70% of ads.pubmatic.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

63% of sdk.privacy-center.org'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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