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wp.org search vs our merit ranking: “debug users”

wp.org orders by popularity, so a plugin a host bundled onto millions of sites, or a big-brand one that's slow and mediocre, can sit at the top. Our ranking is built to answer a different question: which of these is actually worth installing. How this works →

For “debug users”, we agree with wp.org on the top plugin, and our order differs from theirs on 8 of the top 20.

wp.org search ranks on

Install count (uncapped), the raw star average, freshness, and support. Popularity dominates, so the biggest install base usually wins regardless of how it got there.

We add

A cap on the install boost, volume-weighted ratings, and signals wp.org can't see: whether the install base is organic or host-pushed, and its risk of being pulled.

Ranked above its merit

Debug Log Viewer shows at wp.org #6 but places #19 on merit, a gap of 13 places. Its 1K+ installs carry it up the search order; its 4.0★ average from 3 reviews, plus freshness and upkeep, place it lower on our volume-weighted scale.

Buried gem

Advanced WordPress Reset – Debug, Recover & Reset WP places #8 on merit, 4.9★ from 1233 reviews, but shows at wp.org #18. A smaller install base keeps it further down the default search order than its quality signals alone would.

How this rank is calculated

Each plugin's merit score multiplies these inputs together: how recently it was updated, how current its "tested up to" WordPress version is, its install base (log scale, capped at 10 million), its support thread resolution rate, and a rating score. The rating score weights the star average by review volume against a sitewide prior, then scales it by the lower bound of the share of 4 and 5 star reviews. A plugin with 3.7 stars from tens of thousands of reviews can still outscore a 4.9 with a few dozen, because the small sample carries less certainty.

A health factor between 0.4 and 1.15 then adjusts that score for what wp.org's search can't see: PHP fatals or failed activations on a test install, PHP and WordPress compatibility, memory and page-speed footprint, suspicious review patterns, closure risk, and a large install base with very few reviews. Clean, adopted plugins earn a small lift.

A keyword ranking starts from wp.org's search order for the term, weighting each position by 1 divided by its place, then applies the merit correction and health factor above. Relevance to the keyword stays in the result, so the order can differ from the all-categories list on /best, which scores plugins with no search term.

Hover a row to see the main reason for its position.

merit plugin wp.org
1 Members – Membership & User Role Editor Plugin 300K+ · 4.9★ (1281) wp.org #1 2 The Events Calendar 600K+ · 4.2★ (2462) wp.org #5 3 too low 3 Debug Log Manager – Conveniently Monitor and Inspect Errors 10K+ · 5.0★ (25) wp.org #3 4 Debug 2K+ · 4.6★ (11) wp.org #2 2 too high 5 Simple CAPTCHA with Cloudflare Turnstile 200K+ · 4.7★ (262) wp.org #7 ↓1 2 too low 6 Debug Log Manager Tool 3K+ · 5.0★ (22) wp.org #4 2 too high 7 User Frontend – Membership, User Registration, User Profile, User Directory & Content Restriction with Frontend Post Submission 20K+ · 4.1★ (537) wp.org #9 2 too low 8 Advanced WordPress Reset – Debug, Recover & Reset WP 10K+ · 4.9★ (1233) wp.org #18 10 too low 9 Activity Log – Monitor User and Agent Changes 200K+ · 4.3★ (74) wp.org #8 1 too high 10 Login as User: See the Site as Any User 30K+ · 4.8★ (41) wp.org #10 11 Simple History – Track, Log, and Audit WordPress Changes 300K+ · 4.9★ (492) wp.org #20 9 too low 12 Query Monitor 200K+ · 4.9★ (470) wp.org #21 9 too low 13 User Admin Simplifier 10K+ · 5.0★ (31) wp.org #12 1 too high 14 Open User Map – Interactive Leaflet Maps 10K+ · 5.0★ (70) wp.org #19 5 too low 15 Advanced Cron Manager – debug & control 30K+ · 4.7★ (39) wp.org #14 ↑1 1 too high 16 WPFront User Role Editor 30K+ · 4.5★ (65) wp.org #17 1 too low 17 Debug This 2K+ · 4.8★ (17) wp.org #15 ↓1 2 too high 18 Developer Debug Tools 100+ · 5.0★ (4) wp.org #11 7 too high 19 Debug Log Viewer 1K+ · 4.0★ (3) wp.org #6 ↑1 13 too high 20 ElasticPress Debugging Add-On 800+ · 5.0★ (2) wp.org #13 7 too high 21 BugTrace – Debug Log Tool 50+ · 5.0★ (1) wp.org #16 5 too high 22 Environment & Debug Bar 30+ · 5.0★ (1) wp.org #22 ↓1 23 View User Metadata 1K+ · 5.0★ (1) wp.org #23 ↓1 24 Developer Debug Mode 50+ · 5.0★ (1) wp.org #24 ↓1

Merit ranking caps the install boost at 10M (wp.org leaves it uncapped), replaces the raw star average with a volume-weighted score and a Wilson lower bound, and keeps wp.org's own freshness and compatibility decays. Method from the plugin-directory source; see Meta Trac #8298. Positions are tracked daily from the first visit to a keyword, so the small arrows show movement since tracking began.