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wp.org search vs our merit ranking: “hugging face”

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 “hugging face”, we agree with wp.org on the top plugin, and our order differs from theirs on 2 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

FindAstra — AI Semantic Search for WooCommerce shows at wp.org #9 but places #24 on merit, a gap of 15 places. Its — installs carry it up the search order; its 1.0★ average from 1 reviews, plus freshness and upkeep, place it lower on our volume-weighted scale.

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 Image Alt Text 10K+ · 4.9★ (57) wp.org #1 2 Scry Search: Meilisearch for WordPress 20+ · 5.0★ (3) wp.org #4 2 too low 3 TTM AI FAQ Schema for Elementor 60+ · 5.0★ (2) wp.org #3 4 AI Provider for Hugging Face 10+ · 0.0★ (0) wp.org #2 2 too high 5 Ask Junkie – AI Chatbot — · 5.0★ (2) wp.org #8 3 too low 6 Speechable 10+ · 0.0★ (0) wp.org #5 1 too high 7 AIKCT Engine Chatbot 10+ · 3.0★ (4) wp.org #6 1 too high 8 Sahajanand Post to Speech — · 5.0★ (1) wp.org #7 1 too high 9 Clugins AI Tool Builder — · 0.0★ (0) wp.org #10 1 too low 10 Chout – AI Post Builder — · 0.0★ (0) wp.org #11 1 too low 11 Smart Local AI – Related Posts, AI Alt Text & Personalized Recommendations — · 0.0★ (0) wp.org #12 1 too low 12 Captionwright – AI Video Captions, Subtitles & Transcripts — · 0.0★ (0) wp.org #13 1 too low 13 AI Provider Connectors — · 0.0★ (0) wp.org #14 ↓1 1 too low 14 Codeep Voice: Text to Speech MP3 for Posts — · 0.0★ (0) wp.org #15 ↓1 1 too low 15 AI Provider for llama.cpp — · 0.0★ (0) wp.org #16 ↓1 1 too low 16 PostyBot – The Ultimate Content Manager — · 0.0★ (0) wp.org #17 ↓1 1 too low 17 Sentient AI — WordPress SEO Domination: AI-Powered GEO, AEO, Schema & Semantic Search — · 0.0★ (0) wp.org #18 ↑1 1 too low 18 AIutoma – The AIO Autonomous AI Assistant — · 0.0★ (0) wp.org #19 ↑1 1 too low 19 AcrossAI Model Manager — · 0.0★ (0) wp.org #20 ↓2 1 too low 20 Bharti Subtitles — · 0.0★ (0) wp.org #21 1 too low 21 Laibniz Chatbot Bridge — · 0.0★ (0) wp.org #23 ↓1 2 too low 22 Info HNews AI Image — · 0.0★ (0) wp.org #24 ↓1 2 too low 23 Jim – Accessible Converter — · 5.0★ (1) wp.org #22 1 too high 24 FindAstra — AI Semantic Search for WooCommerce — · 1.0★ (1) wp.org #9 15 too high

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.