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https://in.pinterest.com

Performance

· 17 checks — Lighthouse + waterfall + sustainability rolled into one auditable list.
SCORE
69
GRADE
D
FIX
6
REVIEW
2
PASS
7
INFO
2

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

Mobile Desktop
28
Performance Overall performance score (0–100) based on Core Web Vitals and other metrics. 90+ is good.
97
Accessibility Measures how accessible the page is for users with disabilities. Checks color contrast, ARIA labels, and semantic HTML.
92
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.

11.41 s

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

13.26 s

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

2.03 s

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

0.028

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

11.41 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.

20.66 s

Page Load Progression

685 ms
1.4 s
2.1 s
2.7 s
3.4 s
4.1 s
4.8 s
5.5 s
Checks
17
7 PASS 2 REVIEW 6 FIX
F
Page Weight Budget
Action
3.3 MB transferred, 124 requests
FIX
3.3 MB transferred, 124 requests
Warning::
Page weighs 10.7 MB (3.3 MB transferred)
Warning::
JavaScript is 2.3 MB — consider code splitting or lazy loading
Large JavaScript bundles delay interactivity. Split code by route or defer non-critical scripts.
Got: 2.3 MB
Warning::
124 HTTP requests — consider bundling or reducing
Each request adds latency. Bundle small files, use sprites, or eliminate unnecessary requests.
Info::
Estimated 0.70 g CO2 per page load
3.3 MB / 2.4 MB budget
3.3 MB transferred
124 requests
0.70 g CO2 per page load
JavaScript 2.3 MiB 69%
Images 670.1 KiB 20%
HTML 204.6 KiB 6%
Fonts 136.9 KiB 4%
Other 12.6 KiB 0%
Other 12.1 KiB 0%
Other 5.1 KiB 0%
Other 5.0 KiB 0%
CSS 2.2 KiB 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

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
97% third-party, 0 ms blocking
FIX
97% third-party, 0 ms blocking
Warning::
Third-party code accounts for 97% of page weight (3.2 MiB of 3.3 MiB)
Info::
Third-party blocking time is low (0 ms)
97%
First-party Third-party
F
JS Execution Cost
Action
10048ms total JS execution
FIX
10048ms total JS execution
Warning::
https://s.pinimg.com/webapp/www/_client-62195fd773...: 4944ms CPU time
Warning::
Unattributable: 1243ms CPU time
Warning::
https://in.pinterest.com/: 1218ms CPU time
Warning::
https://s.pinimg.com/webapp/31320-2f5f600dacb7eabb...: 616ms CPU time
Warning::
https://s.pinimg.com/webapp/18324-f75b500bbaa8e30e...: 543ms CPU time
Warning::
Third-party scripts: 8830ms (88% of total)

Main Thread Breakdown

Script Evaluation 54% Other 18% Script Parsing & Compilation 15% Style & Layout 6%
ScriptTotalScriptingParse/CompileParty
https://s.pinimg.com/webapp/www/_client-62195fd773519886.mjs4944ms4335ms215ms3rd
Unattributable1243ms38ms0ms3rd
https://in.pinterest.com/1218ms18ms10ms1st
https://s.pinimg.com/webapp/31320-2f5f600dacb7eabb.mjs616ms334ms6ms3rd
https://s.pinimg.com/webapp/18324-f75b500bbaa8e30e.mjs543ms419ms122ms3rd
https://s.pinimg.com/webapp/38794-8b06bf08008b5f9e.mjs271ms177ms6ms3rd
https://s.pinimg.com/webapp/vendor-react-aacabe10c4aaf058.mjs269ms99ms90ms3rd
https://accounts.google.com/gsi/client?hl=en242ms135ms42ms3rd
https://s.pinimg.com/webapp/gestalt-5c994cddaa3994a0.mjs178ms8ms168ms3rd
https://connect.facebook.net/en_US/bundle/sdk.js/167ms122ms40ms3rd

Showing top 10 of 15 scripts

F
JS Bundles
Action
70 scripts, 806 KB unused
FIX
70 scripts, 806 KB unused
Warning::
https://s.pinimg.com/webapp/www/_client-62195fd773...: 163 KB unused (60%)
Consider code splitting or tree shaking to reduce unused code.
Warning::
https://s.pinimg.com/webapp/gestalt-5c994cddaa3994...: 70 KB unused (34%)
Consider code splitting or tree shaking to reduce unused code.
Warning::
https://s.pinimg.com/webapp/vendor-react-aacabe10c...: 68 KB unused (51%)
Consider code splitting or tree shaking to reduce unused code.
Warning::
https://accounts.google.com/gsi/client?hl=en: 65 KB unused (68%)
Consider code splitting or tree shaking to reduce unused code.
Warning::
https://s.pinimg.com/webapp/18030-df9a17e6751d2771...: 64 KB unused (64%)
Consider code splitting or tree shaking to reduce unused code.
Info::
Total unused JavaScript: 806 KB
806 KB unused JavaScript

Downloaded but never executed on this page.

ScriptSizeUnusedMinifiedParty
https://s.pinimg.com/webapp/www/_client-62195fd773519886.mjs272 KB163 KB (60%)✓3rd
https://s.pinimg.com/webapp/gestalt-5c994cddaa3994a0.mjs232 KB70 KB (34%)✓3rd
https://s.pinimg.com/webapp/vendor-react-aacabe10c4aaf058.mjs134 KB68 KB (51%)✓3rd
https://accounts.google.com/gsi/client?hl=en96 KB65 KB (68%)✓3rd
https://s.pinimg.com/webapp/18030-df9a17e6751d2771.mjs101 KB64 KB (64%)✓3rd
https://s.pinimg.com/webapp/51405-76ae5359063ab8d4.mjs63 KB54 KB (87%)✓3rd
https://connect.facebook.net/en_US/bundle/sdk.js/78 KB49 KB (64%)✓3rd
https://s.pinimg.com/webapp/www/index-670a36ef7ae8c558.mjs72 KB47 KB (65%)✓3rd
https://s.pinimg.com/webapp/38595-cdbfffd4275055a6.mjs48 KB45 KB (93%)✓3rd
https://s.pinimg.com/webapp/70508-7b44254c136095a9.mjs38 KB32 KB (85%)✓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
124 resources · 3.3 MB · 806 KB savings available
FIX
124 resources · 3.3 MB · 806 KB savings available
Warning::
Page weight 2.3 MB over 1MB target
Got: 3.3 MB Expected: ≤ 1 MB
Info::
~806 KB of savings available
Warning::
113 third-party resources (97% of weight)
Info::
3 resources over 200KB
124 resources · 3.3 MiB · 113 third-party 2.3 MiB over 1MB target
JavaScript 69% · 2.3 MiB
Image 20% · 682.7 KiB
Document 6% · 204.6 KiB
Font 4% · 136.9 KiB
Other 1% · 22.2 KiB
CSS 0% · 2.2 KiB

~805.7 KiB of savings available

Remove unused JavaScript: 805.7 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
28 images, 0 KB saveable
REVIEW
28 images, 0 KB saveable
Info::
All images are well-optimized
28 images 670 KB
0 oversized -0 KB
28 legacy format
0 missing dimensions CLS risk
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
6 fonts (137 KB)
PASS
6 fonts (137 KB)
Info::
6 font(s) use font-display: swap (FOUT risk but functional)

Web fonts

6

137 KB total

Render-blocking

0

of 6

Dominant font-display

swap

Most common across fonts

Font loading timeline
Transfer FOIT (block) FOUT (swap)
0 ms 2.0 s 4.0 s 6.0 s 8.0 s 10.0 s 12.0 s FCP 11.4 s LCP 13.3 shttps://s.pinimg.com/webapp/Pin-Sans-MacOS-Regular-708c49dd.woff2Pin-Sans-MacOS-Regular-... https://s.pinimg.com/webapp/Pin-Sans-MacOS-Regular-708c49dd.woff2 — 19.8 KiB — 319 ms — font-display: swaphttps://s.pinimg.com/webapp/Pin-Sans-MacOS-Medium-704a4f34.woff2Pin-Sans-MacOS-Medium-7... https://s.pinimg.com/webapp/Pin-Sans-MacOS-Medium-704a4f34.woff2 — 19.8 KiB — 322 ms — font-display: swaphttps://s.pinimg.com/webapp/Pin-Sans-MacOS-Bold-ce475d98.woff2Pin-Sans-MacOS-Bold-ce4... https://s.pinimg.com/webapp/Pin-Sans-MacOS-Bold-ce475d98.woff2 — 19.9 KiB — 326 ms — font-display: swaphttps://s.pinimg.com/webapp/Pin-Sans-MacOS-Heavy-2b6abf8c.woff2Pin-Sans-MacOS-Heavy-2b... https://s.pinimg.com/webapp/Pin-Sans-MacOS-Heavy-2b6abf8c.woff2 — 23.5 KiB — 331 ms — font-display: swaphttps://fonts.gstatic.com/s/googlesans/v62/4UaRrENHsxJlGDuGo1OIlJfC6l_24rlCK1Yo_Iq2vgCIhM907w.woff24UaRrENHsxJlGDuGo1OIlJf... https://fonts.gstatic.com/s/googlesans/v62/4UaRrENHsxJlGDuGo1OIlJfC6l_24rlCK1Yo_Iq2vgCIhM907w.woff2 — 53.9 KiB — 15 ms — font-display: swaphttps://fonts.gstatic.com/s/googlesans/v62/4UaRrENHsxJlGDuGo1OIlJfC6l_24rlCK1Yo_Iq2vgCIhM907w.woff24UaRrENHsxJlGDuGo1OIlJf... https://fonts.gstatic.com/s/googlesans/v62/4UaRrENHsxJlGDuGo1OIlJfC6l_24rlCK1Yo_Iq2vgCIhM907w.woff2 — 0 B — 0 ms — font-display: swap
Pin-Sans-MacOS-Regular-... woff2 swap
Size 20 KB
Load time 319 ms
Start 303 ms
Risk FOUT — text flashes from fallback to web font
Pin-Sans-MacOS-Medium-7... woff2 swap
Size 20 KB
Load time 322 ms
Start 304 ms
Risk FOUT — text flashes from fallback to web font
Pin-Sans-MacOS-Bold-ce4... woff2 swap
Size 20 KB
Load time 326 ms
Start 304 ms
Risk FOUT — text flashes from fallback to web font
Pin-Sans-MacOS-Heavy-2b... woff2 swap
Size 24 KB
Load time 331 ms
Start 305 ms
Risk FOUT — text flashes from fallback to web font
4UaRrENHsxJlGDuGo1OIlJf... woff2 swap
Size 54 KB
Load time 15 ms
Start 2.3 s
Risk FOUT — text flashes from fallback to web font
4UaRrENHsxJlGDuGo1OIlJf... woff2 swap
Size 0 KB
Load time 0 ms
Start 2.5 s
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
54 hints, 0 missing preconnects
PASS
54 hints, 0 missing preconnects
Info::
Page uses 54 resource hint(s)

Current Resource Hints

preconnect
1
preload
+43
53
dns-prefetch
—
prefetch
—

54 resource hints configured

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
124 requests over 3160ms
INFO
0 ms 2.0 s 4.0 s 6.0 s 8.0 s 10.0 s 12.0 s FCP 11.4 s LCP 13.3 shttps://in.pinterest.com// https://in.pinterest.com/ — 200 — 95.1 KiB — 473 ms — h2https://s.pinimg.com/webapp/runtime-fb682deb027ce0e5.mjss.pinimg.com/webapp/runtime-fb682de... https://s.pinimg.com/webapp/runtime-fb682deb027ce0e5.mjs — 200 — 15.2 KiB — 67 ms — h2https://s.pinimg.com/webapp/polyfills-18af7491caeffa00.mjss.pinimg.com/webapp/polyfills-18af7... https://s.pinimg.com/webapp/polyfills-18af7491caeffa00.mjs — 200 — 473 B — 68 ms — h2https://s.pinimg.com/webapp/locale-en_US-LocaleDataLoader-8fb6d5ec1874fd43.mjss.pinimg.com/webapp/locale-en_US-Lo... https://s.pinimg.com/webapp/locale-en_US-LocaleDataLoader-8fb6d5ec1874fd43.mjs — 200 — 593 B — 67 ms — h2https://s.pinimg.com/webapp/gestalt-5c994cddaa3994a0.mjss.pinimg.com/webapp/gestalt-5c994cd... https://s.pinimg.com/webapp/gestalt-5c994cddaa3994a0.mjs — 200 — 232.4 KiB — 130 ms — h2https://s.pinimg.com/webapp/vendor-react-aacabe10c4aaf058.mjss.pinimg.com/webapp/vendor-react-aa... https://s.pinimg.com/webapp/vendor-react-aacabe10c4aaf058.mjs — 200 — 134.4 KiB — 217 ms — h2https://s.pinimg.com/webapp/51405-76ae5359063ab8d4.mjss.pinimg.com/webapp/51405-76ae53590... https://s.pinimg.com/webapp/51405-76ae5359063ab8d4.mjs — 200 — 62.8 KiB — 163 ms — h2https://s.pinimg.com/webapp/49517-9592893f636d4e8e.mjss.pinimg.com/webapp/49517-9592893f6... https://s.pinimg.com/webapp/49517-9592893f636d4e8e.mjs — 200 — 26.8 KiB — 163 ms — h2https://s.pinimg.com/webapp/90051-8a018bce1ae533a4.mjss.pinimg.com/webapp/90051-8a018bce1... https://s.pinimg.com/webapp/90051-8a018bce1ae533a4.mjs — 200 — 10.8 KiB — 104 ms — h2https://s.pinimg.com/webapp/73935-4dcbc3e3d9d6f2b9.mjss.pinimg.com/webapp/73935-4dcbc3e3d... https://s.pinimg.com/webapp/73935-4dcbc3e3d9d6f2b9.mjs — 200 — 7.2 KiB — 112 ms — h2https://s.pinimg.com/webapp/11778-633aff9fc84741a9.mjss.pinimg.com/webapp/11778-633aff9fc... https://s.pinimg.com/webapp/11778-633aff9fc84741a9.mjs — 200 — 8.2 KiB — 116 ms — h2https://s.pinimg.com/webapp/38232-b8f2d460b5bea3bc.mjss.pinimg.com/webapp/38232-b8f2d460b... https://s.pinimg.com/webapp/38232-b8f2d460b5bea3bc.mjs — 200 — 7.5 KiB — 117 ms — h2https://s.pinimg.com/webapp/37796-2e66ce0432fdda2e.mjss.pinimg.com/webapp/37796-2e66ce043... https://s.pinimg.com/webapp/37796-2e66ce0432fdda2e.mjs — 200 — 27.9 KiB — 152 ms — h2https://s.pinimg.com/webapp/81350-d0b326817d2b30f8.mjss.pinimg.com/webapp/81350-d0b326817... https://s.pinimg.com/webapp/81350-d0b326817d2b30f8.mjs — 200 — 8.9 KiB — 134 ms — h2https://s.pinimg.com/webapp/7351-5f34b39b8472f54b.mjss.pinimg.com/webapp/7351-5f34b39b84... https://s.pinimg.com/webapp/7351-5f34b39b8472f54b.mjs — 200 — 13.2 KiB — 137 ms — h2https://s.pinimg.com/webapp/33926-8124998ba4936d2b.mjss.pinimg.com/webapp/33926-8124998ba... https://s.pinimg.com/webapp/33926-8124998ba4936d2b.mjs — 200 — 9.5 KiB — 140 ms — h2https://s.pinimg.com/webapp/30073-7dbccfa3e3b698e2.mjss.pinimg.com/webapp/30073-7dbccfa3e... https://s.pinimg.com/webapp/30073-7dbccfa3e3b698e2.mjs — 200 — 7.7 KiB — 149 ms — h2https://s.pinimg.com/webapp/89721-ee82c7e33babcc8a.mjss.pinimg.com/webapp/89721-ee82c7e33... https://s.pinimg.com/webapp/89721-ee82c7e33babcc8a.mjs — 200 — 93.4 KiB — 229 ms — h2https://s.pinimg.com/webapp/88764-6cf75e18f358fdd6.mjss.pinimg.com/webapp/88764-6cf75e18f... https://s.pinimg.com/webapp/88764-6cf75e18f358fdd6.mjs — 200 — 14.7 KiB — 171 ms — h2https://s.pinimg.com/webapp/13023-be06ac46178fc1af.mjss.pinimg.com/webapp/13023-be06ac461... https://s.pinimg.com/webapp/13023-be06ac46178fc1af.mjs — 200 — 12.4 KiB — 172 ms — h2https://s.pinimg.com/webapp/523-0d7a9ee421addad2.mjss.pinimg.com/webapp/523-0d7a9ee421a... https://s.pinimg.com/webapp/523-0d7a9ee421addad2.mjs — 200 — 12.8 KiB — 176 ms — h2https://s.pinimg.com/webapp/6946-69b9283636baa7b0.mjss.pinimg.com/webapp/6946-69b9283636... https://s.pinimg.com/webapp/6946-69b9283636baa7b0.mjs — 200 — 8.6 KiB — 181 ms — h2https://s.pinimg.com/webapp/38794-8b06bf08008b5f9e.mjss.pinimg.com/webapp/38794-8b06bf080... https://s.pinimg.com/webapp/38794-8b06bf08008b5f9e.mjs — 200 — 8.1 KiB — 185 ms — h2https://s.pinimg.com/webapp/96664-15758a43660d5024.mjss.pinimg.com/webapp/96664-15758a436... https://s.pinimg.com/webapp/96664-15758a43660d5024.mjs — 200 — 27.6 KiB — 203 ms — h2https://s.pinimg.com/webapp/61029-6fab5b311b36339a.mjss.pinimg.com/webapp/61029-6fab5b311... https://s.pinimg.com/webapp/61029-6fab5b311b36339a.mjs — 200 — 7.5 KiB — 194 ms — h2https://s.pinimg.com/webapp/21731-f41fa04b35388d3d.mjss.pinimg.com/webapp/21731-f41fa04b3... https://s.pinimg.com/webapp/21731-f41fa04b35388d3d.mjs — 200 — 6.7 KiB — 197 ms — h2https://s.pinimg.com/webapp/57728-c2f047e0f96f3313.mjss.pinimg.com/webapp/57728-c2f047e0f... https://s.pinimg.com/webapp/57728-c2f047e0f96f3313.mjs — 200 — 15.9 KiB — 78 ms — h2https://s.pinimg.com/webapp/83452-3836da4112e6c1ca.mjss.pinimg.com/webapp/83452-3836da411... https://s.pinimg.com/webapp/83452-3836da4112e6c1ca.mjs — 200 — 12.1 KiB — 201 ms — h2https://s.pinimg.com/webapp/48380-d586579395bba458.mjss.pinimg.com/webapp/48380-d58657939... https://s.pinimg.com/webapp/48380-d586579395bba458.mjs — 200 — 10.2 KiB — 211 ms — h2https://s.pinimg.com/webapp/70508-7b44254c136095a9.mjss.pinimg.com/webapp/70508-7b44254c1... https://s.pinimg.com/webapp/70508-7b44254c136095a9.mjs — 200 — 38.2 KiB — 235 ms — h2
0 ms 2.0 s 4.0 s 6.0 s 8.0 s 10.0 s 12.0 s FCP 11.4 s LCP 13.3 shttps://in.pinterest.com// https://in.pinterest.com/ — 200 — 95.1 KiB — 473 ms — h2https://s.pinimg.com/webapp/runtime-fb682deb027ce0e5.mjss.pinimg.com/webapp/runtime-fb682de... https://s.pinimg.com/webapp/runtime-fb682deb027ce0e5.mjs — 200 — 15.2 KiB — 67 ms — h2https://s.pinimg.com/webapp/polyfills-18af7491caeffa00.mjss.pinimg.com/webapp/polyfills-18af7... https://s.pinimg.com/webapp/polyfills-18af7491caeffa00.mjs — 200 — 473 B — 68 ms — h2https://s.pinimg.com/webapp/locale-en_US-LocaleDataLoader-8fb6d5ec1874fd43.mjss.pinimg.com/webapp/locale-en_US-Lo... https://s.pinimg.com/webapp/locale-en_US-LocaleDataLoader-8fb6d5ec1874fd43.mjs — 200 — 593 B — 67 ms — h2https://s.pinimg.com/webapp/gestalt-5c994cddaa3994a0.mjss.pinimg.com/webapp/gestalt-5c994cd... https://s.pinimg.com/webapp/gestalt-5c994cddaa3994a0.mjs — 200 — 232.4 KiB — 130 ms — h2https://s.pinimg.com/webapp/vendor-react-aacabe10c4aaf058.mjss.pinimg.com/webapp/vendor-react-aa... https://s.pinimg.com/webapp/vendor-react-aacabe10c4aaf058.mjs — 200 — 134.4 KiB — 217 ms — h2https://s.pinimg.com/webapp/51405-76ae5359063ab8d4.mjss.pinimg.com/webapp/51405-76ae53590... https://s.pinimg.com/webapp/51405-76ae5359063ab8d4.mjs — 200 — 62.8 KiB — 163 ms — h2https://s.pinimg.com/webapp/49517-9592893f636d4e8e.mjss.pinimg.com/webapp/49517-9592893f6... https://s.pinimg.com/webapp/49517-9592893f636d4e8e.mjs — 200 — 26.8 KiB — 163 ms — h2https://s.pinimg.com/webapp/90051-8a018bce1ae533a4.mjss.pinimg.com/webapp/90051-8a018bce1... https://s.pinimg.com/webapp/90051-8a018bce1ae533a4.mjs — 200 — 10.8 KiB — 104 ms — h2https://s.pinimg.com/webapp/73935-4dcbc3e3d9d6f2b9.mjss.pinimg.com/webapp/73935-4dcbc3e3d... https://s.pinimg.com/webapp/73935-4dcbc3e3d9d6f2b9.mjs — 200 — 7.2 KiB — 112 ms — h2https://s.pinimg.com/webapp/11778-633aff9fc84741a9.mjss.pinimg.com/webapp/11778-633aff9fc... 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h3https://ct.pinterest.com/ct.htmlct.pinterest.com/ct.html https://ct.pinterest.com/ct.html — 200 — 469 B — 45 ms — h2https://i.pinimg.com/236x/f3/d6/bf/f3d6bf4e9fb7773b42e853d0cf5a5977.jpgi.pinimg.com/236x/f3/d6/bf/f3d6bf4e... https://i.pinimg.com/236x/f3/d6/bf/f3d6bf4e9fb7773b42e853d0cf5a5977.jpg — 200 — 21.3 KiB — 27 ms — h3https://i.pinimg.com/236x/51/4c/34/514c341c9578935bcbc06a7c02232e6c.jpgi.pinimg.com/236x/51/4c/34/514c341c... https://i.pinimg.com/236x/51/4c/34/514c341c9578935bcbc06a7c02232e6c.jpg — 200 — 14.5 KiB — 29 ms — h3https://i.pinimg.com/236x/0a/f7/54/0af75415f14e696fbf12a457ec107b6b.jpgi.pinimg.com/236x/0a/f7/54/0af75415... https://i.pinimg.com/236x/0a/f7/54/0af75415f14e696fbf12a457ec107b6b.jpg — 200 — 21.3 KiB — 53 ms — h3https://i.pinimg.com/236x/1f/35/f8/1f35f8a8c71287e3b47a8d0305da4b2c.jpgi.pinimg.com/236x/1f/35/f8/1f35f8a8... https://i.pinimg.com/236x/1f/35/f8/1f35f8a8c71287e3b47a8d0305da4b2c.jpg — 200 — 12.0 KiB — 52 ms — h3https://i.pinimg.com/236x/4b/19/21/4b19216ef919511575b3ec9f756017a9.jpgi.pinimg.com/236x/4b/19/21/4b19216e... https://i.pinimg.com/236x/4b/19/21/4b19216ef919511575b3ec9f756017a9.jpg — 200 — 16.3 KiB — 44 ms — h3https://i.pinimg.com/236x/e0/be/b2/e0beb2018a51cabc3ddd65b21dff3b85.jpgi.pinimg.com/236x/e0/be/b2/e0beb201... https://i.pinimg.com/236x/e0/be/b2/e0beb2018a51cabc3ddd65b21dff3b85.jpg — 200 — 17.4 KiB — 33 ms — h3https://i.pinimg.com/236x/d0/6d/70/d06d70a81fd1a6c54690f70022d71764.jpgi.pinimg.com/236x/d0/6d/70/d06d70a8... https://i.pinimg.com/236x/d0/6d/70/d06d70a81fd1a6c54690f70022d71764.jpg — 200 — 12.1 KiB — 42 ms — h3https://i.pinimg.com/236x/48/f2/09/48f20925e3b261df632e556903f30548.jpgi.pinimg.com/236x/48/f2/09/48f20925... https://i.pinimg.com/236x/48/f2/09/48f20925e3b261df632e556903f30548.jpg — 200 — 16.4 KiB — 44 ms — h3https://i.pinimg.com/236x/7c/14/86/7c1486e221efedf1cc79c9a49d19f390.jpgi.pinimg.com/236x/7c/14/86/7c1486e2... https://i.pinimg.com/236x/7c/14/86/7c1486e221efedf1cc79c9a49d19f390.jpg — 200 — 10.6 KiB — 42 ms — h3https://i.pinimg.com/236x/1d/7d/1f/1d7d1f77dbb964aba0227ce746a85054.jpgi.pinimg.com/236x/1d/7d/1f/1d7d1f77... https://i.pinimg.com/236x/1d/7d/1f/1d7d1f77dbb964aba0227ce746a85054.jpg — 200 — 19.2 KiB — 44 ms — h3https://in.pinterest.com/_/_/trace/trace//_/_/trace/trace/ https://in.pinterest.com/_/_/trace/trace/ — 200 — 888 B — 271 ms — h3https://s.pinimg.com/webapp/www/login-0647c1b797a5667b.csss.pinimg.com/webapp/www/login-0647c... https://s.pinimg.com/webapp/www/login-0647c1b797a5667b.css — 200 — 1.6 KiB — 9 ms — h3https://s.pinimg.com/webapp/18324-f75b500bbaa8e30e.mjss.pinimg.com/webapp/18324-f75b500bb... https://s.pinimg.com/webapp/18324-f75b500bbaa8e30e.mjs — 200 — 341.5 KiB — 115 ms — h3https://s.pinimg.com/webapp/80944-69003cb46428947e.mjss.pinimg.com/webapp/80944-69003cb46... https://s.pinimg.com/webapp/80944-69003cb46428947e.mjs — 200 — 8.8 KiB — 26 ms — h3https://s.pinimg.com/webapp/9721-79a264947bd97246.mjss.pinimg.com/webapp/9721-79a264947b... https://s.pinimg.com/webapp/9721-79a264947bd97246.mjs — 200 — 14.1 KiB — 39 ms — h3https://s.pinimg.com/webapp/98202-3f52e5cbd5297f09.mjss.pinimg.com/webapp/98202-3f52e5cbd... https://s.pinimg.com/webapp/98202-3f52e5cbd5297f09.mjs — 200 — 27.8 KiB — 33 ms — h3https://s.pinimg.com/webapp/68459-3a2de76a07ac8a8b.mjss.pinimg.com/webapp/68459-3a2de76a0... https://s.pinimg.com/webapp/68459-3a2de76a07ac8a8b.mjs — 200 — 24.7 KiB — 50 ms — h3https://s.pinimg.com/webapp/44034-58a9d9fd4a23d830.mjss.pinimg.com/webapp/44034-58a9d9fd4... https://s.pinimg.com/webapp/44034-58a9d9fd4a23d830.mjs — 200 — 11.0 KiB — 48 ms — h3https://s.pinimg.com/webapp/38595-cdbfffd4275055a6.mjss.pinimg.com/webapp/38595-cdbfffd42... https://s.pinimg.com/webapp/38595-cdbfffd4275055a6.mjs — 200 — 48.4 KiB — 76 ms — h3https://s.pinimg.com/webapp/78337-c6c8a465b74e9149.mjss.pinimg.com/webapp/78337-c6c8a465b... https://s.pinimg.com/webapp/78337-c6c8a465b74e9149.mjs — 200 — 15.7 KiB — 44 ms — h3https://s.pinimg.com/webapp/23741-6a3a485fcb25ac34.mjss.pinimg.com/webapp/23741-6a3a485fc... https://s.pinimg.com/webapp/23741-6a3a485fcb25ac34.mjs — 200 — 9.3 KiB — 53 ms — h3https://s.pinimg.com/webapp/50906-209e7a3ace3b0f76.mjss.pinimg.com/webapp/50906-209e7a3ac... https://s.pinimg.com/webapp/50906-209e7a3ace3b0f76.mjs — 200 — 16.0 KiB — 70 ms — h3https://s.pinimg.com/webapp/www/login-2178bacb1c9d4924.mjss.pinimg.com/webapp/www/login-2178b... https://s.pinimg.com/webapp/www/login-2178bacb1c9d4924.mjs — 200 — 528 B — 57 ms — h3https://s.pinimg.com/webapp/60453-ae0e70c44d3a3d25.mjss.pinimg.com/webapp/60453-ae0e70c44... https://s.pinimg.com/webapp/60453-ae0e70c44d3a3d25.mjs — 200 — 10.1 KiB — 56 ms — h3https://s.pinimg.com/webapp/46531-c46f3bc849099be9.mjss.pinimg.com/webapp/46531-c46f3bc84... https://s.pinimg.com/webapp/46531-c46f3bc849099be9.mjs — 200 — 20.8 KiB — 53 ms — h3https://s.pinimg.com/webapp/www/signup-d6181f4bc4937f23.mjss.pinimg.com/webapp/www/signup-d618... https://s.pinimg.com/webapp/www/signup-d6181f4bc4937f23.mjs — 200 — 528 B — 46 ms — h3https://s.pinimg.com/webapp/78401-3d66b99d70a9ddf0.mjss.pinimg.com/webapp/78401-3d66b99d7... https://s.pinimg.com/webapp/78401-3d66b99d70a9ddf0.mjs — 200 — 528 B — 28 ms — h3https://s.pinimg.com/webapp/MobileModal-502b71b3e413105d.mjss.pinimg.com/webapp/MobileModal-502... https://s.pinimg.com/webapp/MobileModal-502b71b3e413105d.mjs — 200 — 19.0 KiB — 22 ms — h3https://accounts.google.com/gsi/styleaccounts.google.com/gsi/style https://accounts.google.com/gsi/style — 200 — 665 B — 21 ms — h2https://accounts.google.com/gsi/button?size=large&shape=rectangular&text=continue_with&theme=outline&width=327px&logo_alignment=undefined&click_listener=()%3D%3E%7Ba%26%26a()%2Co%26%26o()%2C(0%2Cs.XB)(%7Bevent%3A%22start%22%2Cprovider%3A%22google%22%7D)%7D&is_fedcm_supported=true&client_id=694505692171-31closf3bcmlt59aeulg2j81ej68j6hk.apps.googleusercontent.com&iframe_id=gsi_555833_978962&cas=0d8dhMORU8PHPDPj9gltKa436f0kVuLoyT10cMWWR74&hl=en-USaccounts.google.com/gsi/button?size... https://accounts.google.com/gsi/button?size=large&shape=rectangular&text=continue_with&theme=outline&width=327px&logo_alignment=undefined&click_listener=()%3D%3E%7Ba%26%26a()%2Co%26%26o()%2C(0%2Cs.XB)(%7Bevent%3A%22start%22%2Cprovider%3A%22google%22%7D)%7D&is_fedcm_supported=true&client_id=694505692171-31closf3bcmlt59aeulg2j81ej68j6hk.apps.googleusercontent.com&iframe_id=gsi_555833_978962&cas=0d8dhMORU8PHPDPj9gltKa436f0kVuLoyT10cMWWR74&hl=en-US — 200 — 54.8 KiB — 81 ms — h2https://i.pinimg.com/736x/31/e8/45/31e8455b6b965b1b93b35c0b4466f836.jpgi.pinimg.com/736x/31/e8/45/31e8455b... https://i.pinimg.com/736x/31/e8/45/31e8455b6b965b1b93b35c0b4466f836.jpg — 200 — 39.0 KiB — 13 ms — h3https://i.pinimg.com/736x/81/b5/20/81b52024529990e2f09b2ba79cc400e7.jpgi.pinimg.com/736x/81/b5/20/81b52024... https://i.pinimg.com/736x/81/b5/20/81b52024529990e2f09b2ba79cc400e7.jpg — 200 — 38.2 KiB — 14 ms — h3https://i.pinimg.com/736x/aa/6e/0c/aa6e0c763a7b742461b30c29a7dacda6.jpgi.pinimg.com/736x/aa/6e/0c/aa6e0c76... https://i.pinimg.com/736x/aa/6e/0c/aa6e0c763a7b742461b30c29a7dacda6.jpg — 200 — 39.7 KiB — 12 ms — h3https://i.pinimg.com/originals/33/41/9a/33419a1151e20d00775adf45349c681b.jpgi.pinimg.com/originals/33/41/9a/334... https://i.pinimg.com/originals/33/41/9a/33419a1151e20d00775adf45349c681b.jpg — 200 — 63.2 KiB — 10 ms — h3https://s.pinimg.com/webapp/EN@2x-54ac74f0.pngs.pinimg.com/webapp/EN@2x-54ac74f0.... https://s.pinimg.com/webapp/EN@2x-54ac74f0.png — 200 — 6.8 KiB — 8 ms — h3https://s.pinimg.com/webapp/31320-2f5f600dacb7eabb.mjss.pinimg.com/webapp/31320-2f5f600da... https://s.pinimg.com/webapp/31320-2f5f600dacb7eabb.mjs — 200 — 11.3 KiB — 10 ms — h3https://in.pinterest.com/_/_/trace/trace//_/_/trace/trace/ https://in.pinterest.com/_/_/trace/trace/ — 200 — 1.0 KiB — 100 ms — h3https://i.pinimg.com/474x/31/e8/45/31e8455b6b965b1b93b35c0b4466f836.jpgi.pinimg.com/474x/31/e8/45/31e8455b... https://i.pinimg.com/474x/31/e8/45/31e8455b6b965b1b93b35c0b4466f836.jpg — 200 — 22.3 KiB — 18 ms — h3https://i.pinimg.com/474x/81/b5/20/81b52024529990e2f09b2ba79cc400e7.jpgi.pinimg.com/474x/81/b5/20/81b52024... https://i.pinimg.com/474x/81/b5/20/81b52024529990e2f09b2ba79cc400e7.jpg — 200 — 20.1 KiB — 11 ms — h3https://i.pinimg.com/474x/aa/6e/0c/aa6e0c763a7b742461b30c29a7dacda6.jpgi.pinimg.com/474x/aa/6e/0c/aa6e0c76... https://i.pinimg.com/474x/aa/6e/0c/aa6e0c763a7b742461b30c29a7dacda6.jpg — 200 — 21.9 KiB — 18 ms — h3https://in.pinterest.com/resource/UserExperienceResource/get/?source_url=%2F&data=%7B%22options%22%3A%7B%22placement_ids%22%3A%5B1000180%5D%2C%22extra_context%22%3Anull%7D%2C%22context%22%3A%7B%7D%7D&_=1776801556133/resource/UserExperienceResource/ge... https://in.pinterest.com/resource/UserExperienceResource/get/?source_url=%2F&data=%7B%22options%22%3A%7B%22placement_ids%22%3A%5B1000180%5D%2C%22extra_context%22%3Anull%7D%2C%22context%22%3A%7B%7D%7D&_=1776801556133 — 200 — 2.1 KiB — 116 ms — h3https://in.pinterest.com/resource/UnauthUserDataResource/get/?source_url=%2F&data=%7B%22options%22%3A%7B%7D%2C%22context%22%3A%7B%7D%7D&_=1776801556140/resource/UnauthUserDataResource/ge... https://in.pinterest.com/resource/UnauthUserDataResource/get/?source_url=%2F&data=%7B%22options%22%3A%7B%7D%2C%22context%22%3A%7B%7D%7D&_=1776801556140 — 200 — 2.0 KiB — 120 ms — h3https://fonts.gstatic.com/s/googlesans/v62/4UaRrENHsxJlGDuGo1OIlJfC6l_24rlCK1Yo_Iq2vgCIhM907w.woff2fonts.gstatic.com/s/googlesans/v62/... https://fonts.gstatic.com/s/googlesans/v62/4UaRrENHsxJlGDuGo1OIlJfC6l_24rlCK1Yo_Iq2vgCIhM907w.woff2 — 200 — 53.9 KiB — 15 ms — h3https://accounts.google.com/gsi/button?size=large&shape=rectangular&text=continue_with&theme=outline&width=180px&logo_alignment=undefined&click_listener=()%3D%3E%7Ba%26%26a()%2Co%26%26o()%2C(0%2Cs.XB)(%7Bevent%3A%22start%22%2Cprovider%3A%22google%22%7D)%7D&is_fedcm_supported=true&client_id=694505692171-31closf3bcmlt59aeulg2j81ej68j6hk.apps.googleusercontent.com&iframe_id=gsi_556174_891538&cas=0d8dhMORU8PHPDPj9gltKa436f0kVuLoyT10cMWWR74&hl=en-USaccounts.google.com/gsi/button?size... https://accounts.google.com/gsi/button?size=large&shape=rectangular&text=continue_with&theme=outline&width=180px&logo_alignment=undefined&click_listener=()%3D%3E%7Ba%26%26a()%2Co%26%26o()%2C(0%2Cs.XB)(%7Bevent%3A%22start%22%2Cprovider%3A%22google%22%7D)%7D&is_fedcm_supported=true&client_id=694505692171-31closf3bcmlt59aeulg2j81ej68j6hk.apps.googleusercontent.com&iframe_id=gsi_556174_891538&cas=0d8dhMORU8PHPDPj9gltKa436f0kVuLoyT10cMWWR74&hl=en-US — 200 — 54.3 KiB — 73 ms — h2https://csp.withgoogle.com/csp/frame-ancestors/dd7de8473bddc59c6b748810a67a39b1csp.withgoogle.com/csp/frame-ancest... https://csp.withgoogle.com/csp/frame-ancestors/dd7de8473bddc59c6b748810a67a39b1 — -1 — 0 B — 72 ms — https://connect.facebook.net/en_US/sdk.jsconnect.facebook.net/en_US/sdk.js https://connect.facebook.net/en_US/sdk.js — 200 — 5.1 KiB — 28 ms — h3https://fonts.gstatic.com/s/googlesans/v62/4UaRrENHsxJlGDuGo1OIlJfC6l_24rlCK1Yo_Iq2vgCIhM907w.woff2fonts.gstatic.com/s/googlesans/v62/... https://fonts.gstatic.com/s/googlesans/v62/4UaRrENHsxJlGDuGo1OIlJfC6l_24rlCK1Yo_Iq2vgCIhM907w.woff2 — 200 — 0 B — 0 ms — h3https://connect.facebook.net/en_US/bundle/sdk.js/connect.facebook.net/en_US/bundle/s... https://connect.facebook.net/en_US/bundle/sdk.js/ — 200 — 77.8 KiB — 14 ms — h3https://in.pinterest.com/resource/ApiResource/create//resource/ApiResource/create/ https://in.pinterest.com/resource/ApiResource/create/ — 200 — 2.0 KiB — 108 ms — h3https://in.pinterest.com/resource/UserResource/get/?source_url=%2F&data=%7B%22options%22%3A%7B%22user_id%22%3A%22%22%7D%2C%22context%22%3A%7B%7D%7D&_=1776801556738/resource/UserResource/get/?source_... https://in.pinterest.com/resource/UserResource/get/?source_url=%2F&data=%7B%22options%22%3A%7B%22user_id%22%3A%22%22%7D%2C%22context%22%3A%7B%7D%7D&_=1776801556738 — 404 — 2.0 KiB — 98 ms — h3https://www.facebook.com/x/oauth/status?client_id=274266067164&input_token&origin=2&redirect_uri=https%3A%2F%2Fin.pinterest.com%2F&sdk=joey&wants_cookie_data=falsewww.facebook.com/x/oauth/status?cli... https://www.facebook.com/x/oauth/status?client_id=274266067164&input_token&origin=2&redirect_uri=https%3A%2F%2Fin.pinterest.com%2F&sdk=joey&wants_cookie_data=false — 200 — 118 B — 150 ms — h3
HTML JavaScript CSS Images Fonts XHR/Fetch Other
Third-Party Script Cost
Per-script blocking time, transfer cost, and cache headers
INFO
88% of JavaScript execution is third-party
First-party Third-party 8830ms · 1530KB · $117/mo
s.pinimg.com
Other
Costly
Execution 4944ms
Transfer 272 KB
Unused 60%
Monthly Cost $66/mo
Unattributable
Other
Costly
Execution 1243ms
Transfer 0 KB
Monthly Cost $16/mo
s.pinimg.com
Other
Costly
Execution 616ms
Transfer 11 KB
Monthly Cost $8/mo
s.pinimg.com
Other
Costly
Execution 543ms
Transfer 341 KB
Monthly Cost $7/mo
s.pinimg.com
Other
Costly
Execution 271ms
Transfer 8 KB
Monthly Cost $4/mo
s.pinimg.com
Other
Costly
Execution 269ms
Transfer 134 KB
Unused 51%
Monthly Cost $4/mo
accounts.google.com
Other
Costly
Execution 242ms
Transfer 96 KB
Unused 68%
Monthly Cost $3/mo
s.pinimg.com
Other
Optional
Execution 178ms
Transfer 232 KB
Unused 34%
Monthly Cost $2/mo
Facebook Pixel
Advertising
Optional
Execution 167ms
Transfer 78 KB
Unused 64%
Monthly Cost $2/mo
s.pinimg.com
Other
Optional
Execution 85ms
Transfer 72 KB
Unused 65%
Monthly Cost $1/mo
s.pinimg.com
Other
Optional
Execution 84ms
Transfer 101 KB
Unused 64%
Monthly Cost $1/mo
s.pinimg.com
Other
Optional
Execution 77ms
Transfer 27 KB
Monthly Cost $1/mo
s.pinimg.com
Other
Optional
Execution 57ms
Transfer 63 KB
Unused 87%
Monthly Cost $1/mo
s.pinimg.com
Other
Optional
Execution 53ms
Transfer 93 KB
Monthly Cost $1/mo

These scripts may cost more than they're worth

  • s.pinimg.com adds 4944ms and costs ~$66/month
  • Unattributable adds 1243ms and costs ~$16/month
  • s.pinimg.com adds 616ms and costs ~$8/month
  • s.pinimg.com adds 543ms and costs ~$7/month
  • s.pinimg.com adds 271ms and costs ~$4/month
  • s.pinimg.com adds 269ms and costs ~$4/month
  • accounts.google.com adds 242ms and costs ~$3/month

88% 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

s.pinimg.com takes 4944ms 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

60% of s.pinimg.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

Unattributable takes 1243ms 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

s.pinimg.com takes 616ms 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

s.pinimg.com takes 543ms 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

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

Why this matters

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

Source: web.dev

s.pinimg.com takes 269ms 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

51% of s.pinimg.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

accounts.google.com takes 242ms 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

68% of accounts.google.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

64% of Facebook Pixel'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

65% of s.pinimg.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

64% of s.pinimg.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

87% of s.pinimg.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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