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CMS website speed rankings

Compare CMS product websites using mobile PageSpeed lab measurements. The weekly rankings show Lighthouse performance scores alongside loading speed and visual stability metrics.

Current measurement week · Week 42, 2026– UTC

Measured products
4eligible this week
Average score
67visible leaderboard
Lowest load time
459 mslower is faster
Week ends
Oct 18, 2026Sunday, UTC

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Compare products in one category using the same weekly evidence.

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This board compares website performance. The directory page is the place to discover every CMS product and its features.

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Mobile lab performance

This week’s website speed results

Two Google PageSpeed lab runs are averaged for each site. Paid plans and Featured placements never change rank.

2026-W42 · mobile
Updated

The current board ranks 4 products for 2026-W42. YourBiz currently leads with a Performance Score of 94.

  1. #01
    Held

    YourBiz

    Affordable repair shop software built by a repair technician. Manage estimates, invoices, payment records, customers, inventory, reports, and team access.

    CMS
    Load time
    459 ms
    LCP
    2.70 s
    CLS
    0.000
    TTFB
    4 ms
    TBT
    131 ms
    Performance94
  2. #02
    Held

    menusverse

    A fully software based restaurant pos system

    CMS
    Load time
    783 ms
    LCP
    3.15 s
    CLS
    0.072
    TTFB
    3 ms
    TBT
    17 ms
    Performance87
  3. #03
    Held

    SaturnCMS

    Simple Yet Powerful Structured CMS

    CMS
    Load time
    1.40 s
    LCP
    9.10 s
    CLS
    0.157
    TTFB
    87 ms
    TBT
    32 ms
    Performance57
  4. #04
    Held

    PREP Document Remediation Software

    PDF Remediation Software & Document Accessibility Tool

    CMS
    Load time
    11.94 s
    LCP
    12.51 s
    CLS
    0.010
    TTFB
    56 ms
    TBT
    2.64 s
    Performance29
How IndieTools Speed ranking works

Each eligible product receives two controlled Google PageSpeed mobile lab runs. The complete pair is averaged; failed or partial runs never receive a placeholder score.

Performance Score ranks first. Ties are resolved by load time, LCP, CLS, TTFB and a stable identity key, in that order. Paid plans and Featured placements never affect rank.

Rankings refresh each ISO week from Monday 00:00 UTC. Finalized weekly results and awards remain permanently attached to their original evidence.

Methodology psi-mobile-two-sample-mean-v1 · ranking speed-ranking-v1

Methodology questions

IndieTools Speed FAQ

How are website speed rankings calculated?
The latest eligible pair of controlled Google PageSpeed mobile lab runs is averaged. Performance Score ranks first; load time, LCP, CLS, TTFB and a stable identity key resolve ties.
Are these PageSpeed results real-user measurements?
These are mobile lab measurements of listed product websites, not real-user field data or a ranking of every website. Scores describe the tested page at its recorded measurement time.
How often are website speed results updated?
Ranking measurements run in a controlled weekly window. Extra monitoring results may appear on a product page, but they do not enter the weekly ranking unless the published measurement policy marks them eligible.
Does a paid plan change website speed rankings?
No. Authority, Featured and every other paid feature have zero influence on Speed scores, ranks or awards.
Which dates does a weekly speed ranking cover?
An ISO week runs from Monday 00:00 UTC until the next Monday 00:00 UTC. The active ranking changes each week; measurements, awards and finalized results remain available.
Can I compare previous website speed results?
The weekly archive links to finalized rankings with their date range and measurement methodology. Product pages also show measurement history. Compare the recorded strategy, sample count and methodology before interpreting a change in score.