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Performance

· 15 checks — Lighthouse + waterfall + sustainability rolled into one auditable list.
SCORE
70
GRADE
C
FIX
5
REVIEW
3
PASS
5
INFO
2

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

Mobile Desktop
62
Performance Overall performance score (0–100) based on Core Web Vitals and other metrics. 90+ is good.
96
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.

2.36 s

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

4.43 s

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

22 ms

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.

3.17 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.

5.07 s

Page Load Progression

690 ms
1.4 s
2.1 s
2.8 s
3.5 s
4.1 s
4.8 s
5.5 s
Checks
15
5 PASS 3 REVIEW 5 FIX
F
Page Weight Budget
Action
5.9 MB transferred, 104 requests
FIX
5.9 MB transferred, 104 requests
Critical::
Page weighs 8.0 MB (5.9 MB transferred)
Warning::
Images are 2.3 MB — compress or use modern formats
Convert images to WebP/AVIF and resize to display dimensions to reduce transfer size.
Got: 2.3 MB
Warning::
JavaScript is 946 KB — consider code splitting or lazy loading
Large JavaScript bundles delay interactivity. Split code by route or defer non-critical scripts.
Got: 946 KB
Info::
Fonts are 218 KB — consider subsetting or using system fonts
Subset fonts to include only used characters, or switch to system font stacks.
Got: 218 KB
Warning::
104 HTTP requests — consider bundling or reducing
Each request adds latency. Bundle small files, use sprites, or eliminate unnecessary requests.
Info::
Estimated 1.2 g CO2 per page load
5.9 MB / 2.4 MB budget
5.9 MB transferred
104 requests
1.2 g CO2 per page load
Images 2.3 MiB 39%
Other 2.3 MiB 39%
JavaScript 946.2 KiB 16%
Fonts 217.6 KiB 4%
CSS 83.0 KiB 1%
HTML 35.1 KiB 1%
Other 11.7 KiB 0%
Other 2.4 KiB 0%
Other 1.8 KiB 0%
Other 547 B 0%
0 2.4 MB 4.9 MB
Over budget

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

Why this matters

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

Source: web.dev

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

Why this matters

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

Source: web.dev

Subset fonts to include only used characters, or switch to system font stacks.

Why this matters

Font payload is large — subset to used glyphs only, or fall back to system fonts (zero load time).

Source: web.dev font loading

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 (5.9 MiB of 5.9 MiB)
Info::
Third-party blocking time is low (0 ms)
100%
First-party Third-party
D
JS Bundles
Action
34 scripts, 343 KB unused
FIX
34 scripts, 343 KB unused
Warning::
https://www.googletagmanager.com/gtag/js?id=G-1XQY...: 67 KB unused (39%)
Consider code splitting or tree shaking to reduce unused code.
Warning::
https://www.googletagmanager.com/gtag/destination?...: 60 KB unused (42%)
Consider code splitting or tree shaking to reduce unused code.
Warning::
https://www.googletagmanager.com/gtm.js?id=GTM-5Q3...: 56 KB unused (31%)
Consider code splitting or tree shaking to reduce unused code.
Warning::
https://www.google.com/cse/static/element/dc329f57...: 53 KB unused (52%)
Consider code splitting or tree shaking to reduce unused code.
Warning::
https://cse.google.com/adsense/search/async-ads.js: 32 KB unused (73%)
Consider code splitting or tree shaking to reduce unused code.
Info::
Total unused JavaScript: 343 KB
343 KB unused JavaScript

Downloaded but never executed on this page.

ScriptSizeUnusedMinifiedParty
https://www.googletagmanager.com/gtag/js?id=G-1XQYSMEBVE&cx=c&gtm=4e64h1175 KB67 KB (39%)✓3rd
https://www.googletagmanager.com/gtag/destination?id=AW-10975680821&cx=c&gtm=4e64h1145 KB60 KB (42%)✓3rd
https://www.googletagmanager.com/gtm.js?id=GTM-5Q36JQ180 KB56 KB (31%)✓3rd
https://www.google.com/cse/static/element/dc329f57de078f5d/cse_element__en.js?usqp=CAM%3D103 KB53 KB (52%)✓3rd
https://cse.google.com/adsense/search/async-ads.js44 KB32 KB (73%)✓3rd
https://resources.usersnap.com/widget-assets/js/entries/globalSetup/8fa14b1d6833454c.js72 KB29 KB (40%)✓3rd
https://www.cmu.edu/core/assets/vendor/jquery/jquery.min.js?v=4.0.035 KB25 KB (73%)✓3rd
https://www.cmu.edu/themes/custom/cmu_base/dist/assets/script2.js32 KB21 KB (67%)✗3rd
https://www.cmu.edu/sites/default/files/js/js_f7uEGQuEyNe0IGXBmhsrFjCpvefxAjYDlKohWT3lisY.js?scope=footer&delta=4&language=en&theme=cmu_base&include=eJxtjksOwzAIRC_kxkdCJKEOETaVIW5y-7pZtOpnM4LRYwY0IwcuK02uNa42XHkHalQctioW8AfQRrXyTDCjd2G7CR6dgIxlQwHhRvcFhcD6DWv5k2HsxHOY8gYjGsUkOqJczA_hkk6_p2MPphrPb-w0nwDF1xTe0EgLNtZqIammXu6YYuryvQ-44v5p5gepYWdm5 KB—✓3rd
https://widget.usersnap.com/global/load/c459e901-629d-40c0-8e0f-ac7766bdb46d?onload=onUsersnapLoad4 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

D
Page Weight Inventory
Action
104 resources · 5.9 MB · 343 KB savings available
FIX
104 resources · 5.9 MB · 343 KB savings available
Warning::
Page weight 4.9 MB over 1MB target
Got: 5.9 MB Expected: ≤ 1 MB
Info::
~343 KB of savings available
Warning::
103 third-party resources (100% of weight)
Info::
5 resources over 200KB
104 resources · 5.9 MiB · 103 third-party 4.9 MiB over 1MB target
Image 39% · 2.3 MiB
Media 39% · 2.3 MiB
JavaScript 16% · 946.2 KiB
Font 4% · 217.6 KiB
CSS 1% · 83.0 KiB
Document 1% · 38.1 KiB
Other 0% · 11.5 KiB

~342.6 KiB of savings available

Remove unused JavaScript: 342.6 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
35 images, 0 KB saveable
REVIEW
35 images, 0 KB saveable
Info::
All images are well-optimized
35 images 2.3 MB
0 oversized -0 KB
11 legacy format
0 missing dimensions CLS risk
C
JS Execution Cost
Action
1274ms total JS execution
REVIEW
1274ms total JS execution
Warning::
https://www.cmu.edu/: 432ms CPU time
Info::
Unattributable: 230ms CPU time
Info::
https://www.googletagmanager.com/gtm.js?id=GTM-5Q3...: 161ms CPU time
Info::
https://www.cmu.edu/themes/custom/cmu_base/dist/as...: 109ms CPU time
Info::
https://www.googletagmanager.com/gtag/destination?...: 103ms CPU time
Warning::
Third-party scripts: 1274ms (100% of total)

Main Thread Breakdown

Script Evaluation 37% Style & Layout 27% Other 26% Script Parsing & Compilation 5% Rendering 4%
ScriptTotalScriptingParse/CompileParty
https://www.cmu.edu/432ms3ms1ms3rd
Unattributable230ms7ms0ms3rd
https://www.googletagmanager.com/gtm.js?id=GTM-5Q36JQ161ms129ms15ms3rd
https://www.cmu.edu/themes/custom/cmu_base/dist/assets/script.js?v=11.3.5109ms21ms0ms3rd
https://www.googletagmanager.com/gtag/destination?id=AW-10975680821&cx=c&gtm=4e64h1103ms94ms9ms3rd
https://scripts.clarity.ms/0.8.59/clarity.js81ms70ms3ms3rd
https://cse.google.com/cse.js?cx=ff2cbc6f33e7e567855ms27ms0ms3rd
https://www.googletagmanager.com/gtag/js?id=G-1XQYSMEBVE&cx=c&gtm=4e64h151ms39ms12ms3rd
https://events.cmu.edu/live/resource/js/%5Clivewhale%5Cthirdparty%5Cjquery%5Cjquery.no-conflict-header.js/%5Clivewhale%5Cthirdparty%5Cjquery%5Cjquery.js/%5Clivewhale%5Cthirdparty%5Cjquery%5Cjquery.no-conflict-footer.js/%5Clivewhale%5Cscripts%5Clib%5Cdate%5Cformatter.js/%5Clivewhale%5Cscripts%5Clib%5Cdate%5Ctimezone.js/%5Clivewhale%5Cscripts%5Clib%5Cdate%5Cuser.js/%5Clivewhale%5Cplugins%5Cjquery%5Cjquery.lw-widget.js51ms22ms4ms3rd
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 (218 KB)
PASS
6 fonts (218 KB)
Info::
6 font(s) use font-display: swap (FOUT risk but functional)

Web fonts

6

218 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 1.0 s 2.0 s 3.0 s 4.0 s FCP 2.4 s LCP 4.4 shttps://use.typekit.net/af/f18587/00000000000000007735a07a/30/l?primer=7cdcb44be4a7db8877ffa5c0007b8dd865b3bbc383831fe2ea177f62257a9191&fvd=n4&v=3l https://use.typekit.net/af/f18587/00000000000000007735a07a/30/l?primer=7cdcb44be4a7db8877ffa5c0007b8dd865b3bbc383831fe2ea177f62257a9191&fvd=n4&v=3 — 17.6 KiB — 31 ms — font-display: swaphttps://use.typekit.net/af/3135a7/00000000000000007735a460/30/l?primer=7cdcb44be4a7db8877ffa5c0007b8dd865b3bbc383831fe2ea177f62257a9191&fvd=n6&v=3l https://use.typekit.net/af/3135a7/00000000000000007735a460/30/l?primer=7cdcb44be4a7db8877ffa5c0007b8dd865b3bbc383831fe2ea177f62257a9191&fvd=n6&v=3 — 54.7 KiB — 34 ms — font-display: swaphttps://use.typekit.net/af/8c3639/00000000000000007735a07c/30/l?primer=7cdcb44be4a7db8877ffa5c0007b8dd865b3bbc383831fe2ea177f62257a9191&fvd=n6&v=3l https://use.typekit.net/af/8c3639/00000000000000007735a07c/30/l?primer=7cdcb44be4a7db8877ffa5c0007b8dd865b3bbc383831fe2ea177f62257a9191&fvd=n6&v=3 — 18.2 KiB — 48 ms — font-display: swaphttps://use.typekit.net/af/8939f9/00000000000000007735a061/30/l?primer=7cdcb44be4a7db8877ffa5c0007b8dd865b3bbc383831fe2ea177f62257a9191&fvd=n7&v=3l https://use.typekit.net/af/8939f9/00000000000000007735a061/30/l?primer=7cdcb44be4a7db8877ffa5c0007b8dd865b3bbc383831fe2ea177f62257a9191&fvd=n7&v=3 — 18.4 KiB — 32 ms — font-display: swaphttps://use.typekit.net/af/923169/00000000000000007735a459/30/l?primer=7cdcb44be4a7db8877ffa5c0007b8dd865b3bbc383831fe2ea177f62257a9191&fvd=n7&v=3l https://use.typekit.net/af/923169/00000000000000007735a459/30/l?primer=7cdcb44be4a7db8877ffa5c0007b8dd865b3bbc383831fe2ea177f62257a9191&fvd=n7&v=3 — 55.4 KiB — 37 ms — font-display: swaphttps://use.typekit.net/af/ac5663/00000000000000007735a458/30/l?primer=7cdcb44be4a7db8877ffa5c0007b8dd865b3bbc383831fe2ea177f62257a9191&fvd=n4&v=3l https://use.typekit.net/af/ac5663/00000000000000007735a458/30/l?primer=7cdcb44be4a7db8877ffa5c0007b8dd865b3bbc383831fe2ea177f62257a9191&fvd=n4&v=3 — 53.3 KiB — 44 ms — font-display: swap
l woff2 swap
Size 18 KB
Load time 31 ms
Start 1.5 s
Risk FOUT — text flashes from fallback to web font
l woff2 swap
Size 55 KB
Load time 34 ms
Start 1.5 s
Risk FOUT — text flashes from fallback to web font
l woff2 swap
Size 18 KB
Load time 48 ms
Start 1.5 s
Risk FOUT — text flashes from fallback to web font
l woff2 swap
Size 18 KB
Load time 32 ms
Start 1.5 s
Risk FOUT — text flashes from fallback to web font
l woff2 swap
Size 55 KB
Load time 37 ms
Start 1.5 s
Risk FOUT — text flashes from fallback to web font
l woff2 swap
Size 53 KB
Load time 44 ms
Start 1.5 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
No optimization needed
PASS
No optimization needed
Info::
No resource hint issues
Network Waterfall
104 requests over 5161ms
INFO
0 ms 1.0 s 2.0 s 3.0 s 4.0 s 5.0 s FCP 2.4 s LCP 4.4 shttps://cmu.edu// https://cmu.edu/ — 301 — 124 B — 418 ms — http/1.0https://www.cmu.edu/www.cmu.edu/ https://www.cmu.edu/ — 200 — 29.4 KiB — 556 ms — http/1.1https://use.typekit.net/jfh3qah.cssuse.typekit.net/jfh3qah.css https://use.typekit.net/jfh3qah.css — 200 — 1.5 KiB — 41 ms — h2https://www.cmu.edu/sites/default/files/css/css_k35TXZCj5flJ1rVHxGFSjBzhY-9lbFpT5OGeBpgfv64.css?delta=0&language=en&theme=cmu_base&include=eJxtj1EOwiAQRC-EcCSyhS1QgSUMpO3t1Sbqh_69vExmMgTwsKlu7IZ04wC9n0j7GWwqwfLRqFZvo4w1HcqVaRcCm5BloXzDOHOq4fIvZvMh5aSz8X02ypo2OlSjTqFTi3jrr9GztrnkhMheNZgGfbVAQVyibAv7RPY5dodZpQ7aGVJYOylNKtfxL_ir9IhcWOHE4GJeVx5jZ2WWwww.cmu.edu/sites/default/files/css... https://www.cmu.edu/sites/default/files/css/css_k35TXZCj5flJ1rVHxGFSjBzhY-9lbFpT5OGeBpgfv64.css?delta=0&language=en&theme=cmu_base&include=eJxtj1EOwiAQRC-EcCSyhS1QgSUMpO3t1Sbqh_69vExmMgTwsKlu7IZ04wC9n0j7GWwqwfLRqFZvo4w1HcqVaRcCm5BloXzDOHOq4fIvZvMh5aSz8X02ypo2OlSjTqFTi3jrr9GztrnkhMheNZgGfbVAQVyibAv7RPY5dodZpQ7aGVJYOylNKtfxL_ir9IhcWOHE4GJeVx5jZ2WW — 200 — 4.2 KiB — 242 ms — http/1.1https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.6.0/css/all.min.csscdnjs.cloudflare.com/ajax/libs/font... https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.6.0/css/all.min.css — 200 — 18.9 KiB — 70 ms — h3https://www.cmu.edu/sites/default/files/css/css_tuu0fjq_P-6mpCAwif3_XPNESUK3I-2TbwnjIuWZago.css?delta=2&language=en&theme=cmu_base&include=eJxtj1EOwiAQRC-EcCSyhS1QgSUMpO3t1Sbqh_69vExmMgTwsKlu7IZ04wC9n0j7GWwqwfLRqFZvo4w1HcqVaRcCm5BloXzDOHOq4fIvZvMh5aSz8X02ypo2OlSjTqFTi3jrr9GztrnkhMheNZgGfbVAQVyibAv7RPY5dodZpQ7aGVJYOylNKtfxL_ir9IhcWOHE4GJeVx5jZ2WWwww.cmu.edu/sites/default/files/css... https://www.cmu.edu/sites/default/files/css/css_tuu0fjq_P-6mpCAwif3_XPNESUK3I-2TbwnjIuWZago.css?delta=2&language=en&theme=cmu_base&include=eJxtj1EOwiAQRC-EcCSyhS1QgSUMpO3t1Sbqh_69vExmMgTwsKlu7IZ04wC9n0j7GWwqwfLRqFZvo4w1HcqVaRcCm5BloXzDOHOq4fIvZvMh5aSz8X02ypo2OlSjTqFTi3jrr9GztrnkhMheNZgGfbVAQVyibAv7RPY5dodZpQ7aGVJYOylNKtfxL_ir9IhcWOHE4GJeVx5jZ2WW — 200 — 1.2 KiB — 350 ms — http/1.1https://www.cmu.edu/sites/default/files/css/css_Wr8S4O-H4ThvEr3CcF6xr1laE5jDs0fF--59OxZw-GU.css?delta=3&language=en&theme=cmu_base&include=eJxtj1EOwiAQRC-EcCSyhS1QgSUMpO3t1Sbqh_69vExmMgTwsKlu7IZ04wC9n0j7GWwqwfLRqFZvo4w1HcqVaRcCm5BloXzDOHOq4fIvZvMh5aSz8X02ypo2OlSjTqFTi3jrr9GztrnkhMheNZgGfbVAQVyibAv7RPY5dodZpQ7aGVJYOylNKtfxL_ir9IhcWOHE4GJeVx5jZ2WWwww.cmu.edu/sites/default/files/css... https://www.cmu.edu/sites/default/files/css/css_Wr8S4O-H4ThvEr3CcF6xr1laE5jDs0fF--59OxZw-GU.css?delta=3&language=en&theme=cmu_base&include=eJxtj1EOwiAQRC-EcCSyhS1QgSUMpO3t1Sbqh_69vExmMgTwsKlu7IZ04wC9n0j7GWwqwfLRqFZvo4w1HcqVaRcCm5BloXzDOHOq4fIvZvMh5aSz8X02ypo2OlSjTqFTi3jrr9GztrnkhMheNZgGfbVAQVyibAv7RPY5dodZpQ7aGVJYOylNKtfxL_ir9IhcWOHE4GJeVx5jZ2WW — 200 — 40.1 KiB — 530 ms — http/1.1https://www.cmu.edu/sites/default/files/css/css_bWwjtyZsxhqP0kcF8y9BSkPCX8vFVoTX-AW_jnnWLug.css?delta=4&language=en&theme=cmu_base&include=eJxtj1EOwiAQRC-EcCSyhS1QgSUMpO3t1Sbqh_69vExmMgTwsKlu7IZ04wC9n0j7GWwqwfLRqFZvo4w1HcqVaRcCm5BloXzDOHOq4fIvZvMh5aSz8X02ypo2OlSjTqFTi3jrr9GztrnkhMheNZgGfbVAQVyibAv7RPY5dodZpQ7aGVJYOylNKtfxL_ir9IhcWOHE4GJeVx5jZ2WWwww.cmu.edu/sites/default/files/css... 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h2https://googleads.g.doubleclick.net/pagead/viewthroughconversion/10975680821/?random=210131216&cv=11&fst=1776797957843&bg=ffffff&guid=ON&async=1&en=conversion&gtm=45be64h1v892695153z871013021za20gzb71013021zd71013021xea&gcs=G111&gcd=13t3t3t2t5l1&dma_cps=a&dma=1&tag_exp=0~115938465~115938469~117266401~117884344&u_w=800&u_h=600&url=https%3A%2F%2Fwww.cmu.edu%2F&rcb=7&label=l3c0CIKB9YkZELWyzvEo&capi=1&frm=0&tiba=Carnegie%20Mellon%20University%20%7C%20CMU&did=dYWJhMj&gdid=dYWJhMj.dMDhkMT&value=0&hn=www.googleadservices.com&npa=0&pscdl=noapi&auid=2029835998.1776797958&uaa=x86&uab=64&uafvl=Chromium%3B147.0.7727.101%7CNot.A%252FBrand%3B8.0.0.0&uamb=0&uam=&uap=macOS&uapv=10.15.7&uaw=0&ec_mode=a&_tu=CA&gcl_ctr=1~0~0~0&category=acrcp_v1_512&em=tv.1&fmt=8&ct_cookie_present=false&crd=CLTesQII8t-xAgit4bECCKG4sQIIscGxAgiwwbECCLHDsQIIisWxAgjCybECCLTGsQIIk9qxAgjb3LECCIfbsQII08WxAgjrzLECCO3OsQII1c-xAgj02rECCJfUsQIIyduxAgix4bECCLPhsQIIpt2xAgiw3rECCIDbsQJKJnRyaWdnZXI9bmF2aWdhdGlvbi1zb3VyY2U7ZXZlbnQtc291cmNlWgMKAQFiAwoBAw&cerd=CgSO4b0t&eitems=ChAI8MCczwYQjZ-Zw_S9ooFIEh0A8qyDxQWhd_WrpKGObb_48aCVZZfCBKlH5S0Z1Q&fsk=ChAI8MCczwYQ5M2swJGnz8hdEiwA-P8T6aFHjdANaY_r--wxKvdmESOcv4OAw1puePXAIwOsECq6iQMaxNHBNRoCQvU&pscrd=IhMI8J6ZmdD_kwMVgEj2CB33vRfVMgwIA2IICAAQABgAIAAyDAgEYggIABAAGAAgADIMCAdiCAgAEAAYACAAMgwICGIICAAQABgAIAAyDAgJYggIABAAGAAgADIMCApiCAgAEAAYACAAMgwIAmIICAAQABgAIAAyDAgLYggIABAAGAAgADIMCBViCAgAEAAYACAAMgwIH2IICAAQABgAIAAyDAgTYggIABAAGAAgADIMCBJiCAgAEAAYACAAOhRodHRwczovL3d3dy5jbXUuZWR1L0JWQ2hBSThNQ2N6d1lRb09lNTdPdlZucm9lRWl3QXR0dm4wYk5IQTZrNGNtTVVPRXNBeEpWNmd1NzVVUXA0TTVXb1VRaS1oRXU2VHpyU0k4Z29DTkRMbGd6DAgJYggIABAAGAAgAAgoogleads.g.doubleclick.net/pagead/... 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— 302 — 23 B — 166 ms — h3https://www.google.com/pagead/1p-conversion/10975680821/?random=210131216&cv=11&fst=1776797957843&bg=ffffff&guid=ON&async=1&en=conversion&gtm=45be64h1v892695153z871013021za20gzb71013021zd71013021xea&gcs=G111&gcd=13t3t3t2t5l1&dma_cps=a&dma=1&tag_exp=0~115938465~115938469~117266401~117884344&u_w=800&u_h=600&url=https%3A%2F%2Fwww.cmu.edu%2F&rcb=7&label=l3c0CIKB9YkZELWyzvEo&capi=1&frm=0&tiba=Carnegie%20Mellon%20University%20%7C%20CMU&did=dYWJhMj&gdid=dYWJhMj.dMDhkMT&value=0&hn=www.googleadservices.com&npa=0&pscdl=noapi&auid=2029835998.1776797958&uaa=x86&uab=64&uafvl=Chromium%3B147.0.7727.101%7CNot.A%252FBrand%3B8.0.0.0&uamb=0&uam=&uap=macOS&uapv=10.15.7&uaw=0&ec_mode=a&_tu=CA&gcl_ctr=1~0~0~0&category=acrcp_v1_512&em=tv.1&fmt=8&ct_cookie_present=false&crd=CLTesQII8t-xAgit4bECCKG4sQIIscGxAgiwwbECCLHDsQIIisWxAgjCybECCLTGsQIIk9qxAgjb3LECCIfbsQII08WxAgjrzLECCO3OsQII1c-xAgj02rECCJfUsQIIyduxAgix4bECCLPhsQIIpt2xAgiw3rECCIDbsQJKJnRyaWdnZXI9bmF2aWdhdGlvbi1zb3VyY2U7ZXZlbnQtc291cmNlWgMKAQFiAwoBAw&cerd=CgSO4b0t&fsk=ChAI8MCczwYQ5M2swJGnz8hdEiwA-P8T6aFHjdANaY_r--wxKvdmESOcv4OAw1puePXAIwOsECq6iQMaxNHBNRoCQvU&pscrd=IhMI8J6ZmdD_kwMVgEj2CB33vRfVMgwIA2IICAAQABgAIAAyDAgEYggIABAAGAAgADIMCAdiCAgAEAAYACAAMgwICGIICAAQABgAIAAyDAgJYggIABAAGAAgADIMCApiCAgAEAAYACAAMgwIAmIICAAQABgAIAAyDAgLYggIABAAGAAgADIMCBViCAgAEAAYACAAMgwIH2IICAAQABgAIAAyDAgTYggIABAAGAAgADIMCBJiCAgAEAAYACAAOhRodHRwczovL3d3dy5jbXUuZWR1L0JWQ2hBSThNQ2N6d1lRb09lNTdPdlZucm9lRWl3QXR0dm4wYk5IQTZrNGNtTVVPRXNBeEpWNmd1NzVVUXA0TTVXb1VRaS1oRXU2VHpyU0k4Z29DTkRMbGd6DAgJYggIABAAGAAgAA&is_vtc=1&cid=CAQSWwAFq6B9p9OMwjiLhBlMT3MHAu4g5zng6AaHXkcdZNiD9uwqj8atcQ29jafGfpX62_G22I4ZWplM_DY_r-JW6uYQhFZWu4xhhdnTXtqmCYA-KF-1kpuub2WxvzA&eitems=ChAI8MCczwYQjZ-Zw_S9ooFIEh0A8qyDxRQjG9SSUIm5yRrWGGWkK8s2YMF9bUt53g&random=2158371248www.google.com/pagead/1p-conversion... 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— 302 — 22 B — 88 ms — h3https://ep1.adtrafficquality.google/getconfig/sodar?sv=200&tid=afs&tv=1234567890&st=env&sjk=m7guildASW2DXlqvVpwDHQ==&sde=1ep1.adtrafficquality.google/getconf... https://ep1.adtrafficquality.google/getconfig/sodar?sv=200&tid=afs&tv=1234567890&st=env&sjk=m7guildASW2DXlqvVpwDHQ==&sde=1 — 200 — 8.0 KiB — 63 ms — h3https://unpkg.com/web-vitals@5.0.1/dist/web-vitals.iife.jsunpkg.com/web-vitals@5.0.1/dist/web... https://unpkg.com/web-vitals@5.0.1/dist/web-vitals.iife.js — 200 — 2.7 KiB — 37 ms — h3https://api.ipify.org/?format=jsonp&callback=getIPapi.ipify.org/?format=jsonp&callbac... https://api.ipify.org/?format=jsonp&callback=getIP — 200 — 167 B — 141 ms — 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— 200 — 115 B — 46 ms — h2https://www.cmu.edu/themes/custom/cmu_base/favicon.icowww.cmu.edu/themes/custom/cmu_base/... https://www.cmu.edu/themes/custom/cmu_base/favicon.ico — 200 — 1.9 KiB — 119 ms — http/1.1https://ep2.adtrafficquality.google/sodar/sodar2.jsep2.adtrafficquality.google/sodar/s... https://ep2.adtrafficquality.google/sodar/sodar2.js — 200 — 7.9 KiB — 73 ms — h2https://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 — 70 ms — h2https://pagead2.googlesyndication.com/bg/dj12lhpBI2WR1GQ6n5lcmp69XlpHOiTAWO7c9b6NTo0.jspagead2.googlesyndication.com/bg/dj... https://pagead2.googlesyndication.com/bg/dj12lhpBI2WR1GQ6n5lcmp69XlpHOiTAWO7c9b6NTo0.js — 200 — 21.6 KiB — 81 ms — h3https://ep2.adtrafficquality.google/generate_204?3NmmXgep2.adtrafficquality.google/generat... https://ep2.adtrafficquality.google/generate_204?3NmmXg — 204 — 40 B — 24 ms — 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— 204 — 17 B — 60 ms — h3https://k.clarity.ms/collectk.clarity.ms/collect https://k.clarity.ms/collect — 204 — 275 B — 103 ms — http/1.1
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 1274ms · 608KB · $17/mo
www.cmu.edu
Other
Costly
Execution 432ms
Transfer 29 KB
Monthly Cost $6/mo
Unattributable
Other
Costly
Execution 230ms
Transfer 0 KB
Monthly Cost $3/mo
Google Tag Manager
Tag Manager
Optional
Execution 161ms
Transfer 180 KB
Unused 31%
Monthly Cost $2/mo
www.cmu.edu
Other
Optional
Execution 109ms
Transfer 13 KB
Monthly Cost $1/mo
Google Tag Manager
Tag Manager
Optional
Execution 103ms
Transfer 145 KB
Unused 42%
Monthly Cost $1/mo
Microsoft Clarity
Session Replay
Optional
Execution 81ms
Transfer 26 KB
Monthly Cost $1/mo
cse.google.com
Other
Optional
Execution 55ms
Transfer 4 KB
Monthly Cost $1/mo
Google Tag Manager
Tag Manager
Optional
Execution 51ms
Transfer 175 KB
Unused 39%
Monthly Cost $1/mo
events.cmu.edu
Other
Optional
Execution 51ms
Transfer 36 KB
Monthly Cost $1/mo

These scripts may cost more than they're worth

  • www.cmu.edu adds 432ms and costs ~$6/month
  • Unattributable adds 230ms and costs ~$3/month

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

Why this matters

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

Learn more ▾

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

Source: web.dev

www.cmu.edu takes 432ms 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 230ms 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

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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