mlcommons.org/en
Data from Aug 21, 2026, 4:44 AM UTC — 13h old.
Built Awesome · 1 measurement · since Aug 21, 2026 · last attempt 13h
https://mlcommons.org/.
Lighthouse follows the redirect, so the numbers below describe the destination page, not this one. Not yet confirmed as a move; it needs to lead to the same place on several consecutive runs first.
Stack
Detected on the same page load as the accessibility pass — the generator
from <meta name="generator"> or the shape of the page,
the host from response headers.
Core Web Vitals field data, origin-level
Real Chrome users, 28-day window (2026-07-22 → 2026-08-18). This is what Google measures you on.
Scores
Lab metrics Lighthouse, mobile
| Metric | Current | Previous | Change | Best | Worst | Trend |
|---|---|---|---|---|---|---|
| LCP Largest Contentful Paint | 16.89 s | — | — | 16.89 s | 16.89 s | |
| CLS Cumulative Layout Shift | 0 | — | — | 0 | 0 | |
| TBT Total Blocking Time | 260 ms | — | — | 260 ms | 260 ms | |
| FCP First Contentful Paint | 3.61 s | — | — | 3.61 s | 3.61 s | |
| Speed Index | 5.08 s | — | — | 5.08 s | 5.08 s | |
| TTFB Time to First Byte | 500 ms | — | — | 500 ms | 500 ms |
What LCP is made of
A flat LCP number tells you something regressed. The subparts tell you whether it was the server, resource discovery, the download, or rendering.
Field data Chrome UX Report, origin-level
Real Chrome users, 28-day trailing window (2026-07-22 → 2026-08-18). This is what Google measures you on.
| Metric | p75 | Rating | Distribution (good / needs work / poor) |
|---|---|---|---|
| LCP CWV | 2.33 s | good | 78.4% good |
| INP CWV Interaction to Next Paint — field only, Lighthouse cannot measure this in a lab run | 116 ms | good | 89.7% good |
| CLS CWV | 0 | good | 95.3% good |
| FCP | 1.46 s | good | 83.5% good |
| TTFB | 975 ms | needs-improvement | 65.7% good |
Lab vs field
Lab LCP 16.89 s · field p75 2.33 s · real users are 0.14× faster than the lab.
Field history 25 weeks
Weekly p75 from the CrUX History API, backfilled in a single request.
| Week ending | LCP | INP | CLS | FCP | TTFB |
|---|---|---|---|---|---|
| 2026-08-15 | 2.34 s | 114 ms | 0 | 1.47 s | 992 ms |
| 2026-08-08 | 2.42 s | 130 ms | 0 | 1.52 s | 1.03 s |
| 2026-08-01 | 2.42 s | 138 ms | 0 | 1.50 s | 1.02 s |
| 2026-07-25 | 2.35 s | 127 ms | 0 | 1.43 s | 984 ms |
| 2026-07-18 | 2.45 s | 123 ms | 0 | 1.50 s | 1.02 s |
| 2026-07-11 | 2.24 s | 115 ms | 0 | 1.42 s | 945 ms |
| 2026-07-04 | 2.34 s | 112 ms | 0 | 1.47 s | 945 ms |
| 2026-06-27 | 2.31 s | 112 ms | 0 | 1.47 s | 934 ms |
| 2026-06-20 | 2.23 s | 112 ms | 0 | 1.42 s | 920 ms |
| 2026-06-13 | 2.27 s | 111 ms | 0 | 1.48 s | 951 ms |
| 2026-06-06 | 2.23 s | 136 ms | 0 | 1.50 s | 987 ms |
| 2026-05-30 | 2.38 s | 127 ms | 0 | 1.59 s | 1.09 s |
Page weight
| Metric | Current | Previous | Change | Best | Worst | Trend |
|---|---|---|---|---|---|---|
| Page Weight | 4.34 MB | — | — | 4.34 MB | 4.34 MB | |
| Requests | 94 | — | — | 94 | 94 | |
| Third-party Weight | 243.1 kB | — | — | 243.1 kB | 243.1 kB | |
| Third-party CPU | 96 ms | — | — | 96 ms | 96 ms | |
| Unused JS | 95.9 kB | — | — | 95.9 kB | 95.9 kB | |
| Unused CSS | 56.7 kB | — | — | 56.7 kB | 56.7 kB |
By resource type
Third parties 3 entities
243.1 kB transferred, 96 ms of main thread time. This is the number most likely to regress without anyone on your team shipping anything.
Page health
| Metric | Current | Previous | Change | Best | Worst | Trend |
|---|---|---|---|---|---|---|
| Main Thread Work | 2.41 s | — | — | 2.41 s | 2.41 s | |
| Long Tasks | 10 | — | — | 10 | 10 | |
| DOM Elements | 772 | — | — | 772 | 772 | |
| Axe Violations Violating nodes from a full axe run — stricter than Lighthouse's subset | 12 | — | — | 12 | 12 | |
| A11y Failures | 4 | — | — | 4 | 4 | |
| A11y Failing Nodes | 10 | — | — | 10 | 10 |
Main thread work
Axe violations axe-core 4.13.0, full rule set
12 violating nodes across 6 rules, 962 passing. This is a standalone axe run, stricter than the subset Lighthouse folds into its score above — and it is the second tiebreaker in the ranking.
-
serious
link-name— Links must have discernible text 5 nodes -
critical
button-name— Buttons must have discernible text 3 nodes -
moderate
heading-order— Heading levels should only increase by one 1 node -
moderate
landmark-unique— Landmarks should have a unique role or role/label/title (i.e. accessible name) combination 1 node -
moderate
region— All page content should be contained by landmarks 1 node -
moderate
skip-link— The skip-link target should exist and be focusable 1 node
Accessibility failures 4 of 30 audits
Tracked as a count, not just the score — the weighted score is coarse enough that you can ship a broken component and barely move it.
-
link-name— Links do not have a discernible name 5 nodes -
button-name— Buttons do not have an accessible name 3 nodes -
heading-order— Heading elements are not in a sequentially-descending order 1 node -
skip-link— Skip links are not focusable. 1 node
Hygiene
Changes rarely — which is exactly why a change is worth noticing.
Measurement log
Every stored run for this URL, newest first. Failures are kept as records — "this site was down on Tuesday" is data too.
| When | Perf | LCP | CLS | TBT | Weight | Runs | Spread | Bench | Took |
|---|---|---|---|---|---|---|---|---|---|
| Aug 21, 2026, 4:44 AM UTC | 59 | 16.89 s | 0 | 260 ms | 4.34 MB | 3/3 | ±6 | 2,469 | 36.3s |
Embed this score
Live below, then the markup that produces it. Drop that on any page to show
mlcommons.org/en's scores, updated whenever this instance
re-measures — more about the component. Don’t forget to bundle the speedlify-score.js component code into your site!
<speedlify-score speedlify-url="https://zachleat.github.io/speedlify2/" url="https://mlcommons.org/en"></speedlify-score>