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wp.org search vs our merit ranking: “model train”

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 “model train”, we and wp.org disagree on the top plugin, and our order differs from theirs on 12 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

KP Agent Ready shows at wp.org #11 but places #22 on merit, a gap of 11 places. Its 70+ 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.

Buried gem

WPBot – AI ChatBot for Live Support, Lead Generation, WordPress Automation, AI Services places #5 on merit, 4.7★ from 124 reviews, but shows at wp.org #12. A smaller install base keeps it further down the default search order than its quality signals alone would.

merit plugin wp.org
1 GiveWP – Donation Plugin and Fundraising Platform 100K+ · 4.6★ (708) wp.org #2 1 too low 2 MxChat – AI Chatbot & Content Generation for WordPress 2K+ · 5.0★ (31) wp.org #1 1 too high 3 AI Puffer – AI Chatbot & MCP Server for Claude and ChatGPT 10K+ · 4.6★ (166) wp.org #3 4 AI ChatBot for WooCommerce – WoowBot 1K+ · 4.8★ (19) wp.org #5 1 too low 5 WPBot – AI ChatBot for Live Support, Lead Generation, WordPress Automation, AI Services 5K+ · 4.7★ (124) wp.org #12 7 too low 6 Boei – AI Chatbot, Live Chat & 50+ Channels 900+ · 5.0★ (30) wp.org #10 4 too low 7 AxiaChat AI – Free AI Chatbot (Answers Customers Automatically) 500+ · 5.0★ (12) wp.org #7 8 AI Content Signals 800+ · 5.0★ (3) wp.org #4 4 too high 9 ChatBot.com Conversational AI Support 1K+ · 3.7★ (10) wp.org #6 3 too high 10 Limb AI Chatbot 100+ · 5.0★ (4) wp.org #9 1 too high 11 CommerceBird – AI Support & Sales Agents, Helpdesk and B2B for WooCommerce 400+ · 5.0★ (7) wp.org #19 ↓1 8 too low 12 Odyssey LLMS 300+ · 5.0★ (2) wp.org #8 4 too high 13 Hyve Lite – AI Chatbot Trained on WordPress Posts, Pages, Products & More with ChatGPT 7K+ · 4.3★ (6) wp.org #17 ↓1 4 too low 14 AI to Elementor — HTML Importer for Elementor 1K+ · 5.0★ (3) wp.org #13 ↓1 1 too high 15 WP Wand – AI Content Writer for OpenAI, Claude, Gemini, OpenRouter and Deepseek 1K+ · 3.8★ (10) wp.org #24 ↓2 9 too low 16 Instaread Audio Player — Text-to-Speech & Article-to-Audio 90+ · 4.3★ (6) wp.org #21 ↑2 5 too low 17 HelpJet – AI Support Chatbot Trained on Your Website & Docs 100+ · 4.5★ (2) wp.org #14 ↓1 3 too high 18 AI ChatBot for WordPress by AI BotKit – Live in 2 Minutes, No Code 100+ · 5.0★ (3) wp.org #23 ↓2 5 too low 19 AI Chatbot & Live Chat – WebChatAgent 300+ · 5.0★ (2) wp.org #16 ↓2 3 too high 20 AI Chatbot, Live Chat & Lead Generation for WordPress 200+ · 5.0★ (2) wp.org #18 ↓1 2 too high 21 BuddyBot – OpenAI Assistants, AI Chatbots and Support Agents for WordPress 80+ · 5.0★ (2) wp.org #22 ↓2 1 too low 22 KP Agent Ready 70+ · 5.0★ (1) wp.org #11 11 too high 23 BotPenguin – Generative AI Chatbot with Live Chat & ChatGPT 600+ · 0.0★ (0) wp.org #15 8 too high 24 DMValdez AI Context 30+ · 0.0★ (0) wp.org #20 ↓1 4 too high

Merit ranking caps the install boost at 1M (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.