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wp.org search vs our merit ranking: “inference”

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 “inference”, we agree with wp.org on the top plugin, and our order differs from theirs on 6 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

Tukify — AI Shopping Assistant for WooCommerce shows at wp.org #7 but places #11 on merit, a gap of 4 places. Its 10+ installs carry it up the search order; its 5.0★ 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 Kansleri Cookie Consent 1K+ · 5.0★ (7) wp.org #1 2 Royal MCP – Secure AI Connector for Claude, ChatGPT & any LLM via MCP 10K+ · 5.0★ (7) wp.org #2 3 HHG for TranslatePress 1K+ · 5.0★ (2) wp.org #3 4 TTM AI FAQ Schema for Elementor 60+ · 5.0★ (2) wp.org #5 ↑2 1 too low 5 VidSEO – Video transcript embedding for WordPress & LLM 100+ · 4.2★ (6) wp.org #11 ↓1 6 too low 6 Vercel AI Gateway Provider 200+ · 5.0★ (1) wp.org #4 2 too high 7 Ultimate AI Connector for Compatible Endpoints 100+ · 0.0★ (0) wp.org #6 ↓1 1 too high 8 RAG Chat for Amazon Bedrock 10+ · 5.0★ (3) wp.org #16 8 too low 9 Product Upload: AI Dropshipping & Product Importer for WooCommerce 100+ · 5.0★ (2) wp.org #13 ↓1 4 too low 10 Inference Works Order Invoice Attach for WooCommerce — · 0.0★ (0) wp.org #9 1 too high 11 Tukify — AI Shopping Assistant for WooCommerce 10+ · 5.0★ (1) wp.org #7 ↓1 4 too high 12 Sitewise 20+ · 5.0★ (1) wp.org #8 4 too high 13 MW Local AI Connector 30+ · 0.0★ (0) wp.org #12 ↓1 1 too high 14 AI Blog Automator 100+ · 5.0★ (1) wp.org #10 ↓1 4 too high 15 Jokiruiz Local Model Connector 10+ · 0.0★ (0) wp.org #14 ↓1 1 too high 16 VizzEx — · 5.0★ (2) wp.org #23 ↓2 7 too low 17 AI Provider for Hugging Face 10+ · 0.0★ (0) wp.org #15 2 too high 18 AlmaWeb AI Visitor Analytics 100+ · 0.0★ (0) wp.org #17 1 too high 19 Click n Chat (Chat Widget Integration) 40+ · 0.0★ (0) wp.org #18 ↑1 1 too high 20 AI Provider for NVIDIA 10+ · 0.0★ (0) wp.org #19 ↓5 1 too high 21 AI Provider for OpenAI Compatible Servers 30+ · 0.0★ (0) wp.org #20 ↓2 1 too high 22 AI Provider for LM Studio — · 0.0★ (0) wp.org #21 1 too high 23 Album Importer for Google Photos 40+ · 0.0★ (0) wp.org #22 ↓2 1 too high 24 AI Provider for Groq 10+ · 0.0★ (0) wp.org #24

Merit ranking caps the install boost at 10M (wp.org leaves it uncapped), replaces the raw star average with a volume-weighted Bayesian 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.