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wp.org search vs our merit ranking: “ai text to speech”

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 “ai text to speech”, we agree with wp.org on the top plugin, and our order differs from theirs on 11 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

AI Provider for Google shows at wp.org #11 but places #19 on merit, a gap of 8 places. Its 50K+ installs carry it up the search order; its 0.0★ average from 0 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 Text To Speech TTS Accessibility 4K+ · 4.8★ (93) wp.org #1 2 AI Puffer – AI Chatbot & MCP Server for Claude and ChatGPT 10K+ · 4.6★ (166) wp.org #5 ↓2 wp.org ranks it 3 places below merit 3 GSpeech TTS – WordPress Text To Speech Plugin 3K+ · 4.8★ (178) wp.org #6 ↓1 wp.org ranks it 3 places below merit 4 Text to Speech – TTSWP 200+ · 5.0★ (6) wp.org #2 wp.org ranks it 2 places above merit 5 AI 60K+ · 4.2★ (10) wp.org #3 wp.org ranks it 2 places above merit 6 Screen Reader Accessibility – WCAG, Text-to-Speech & AI Accessibility Fixes 600+ · 4.8★ (31) wp.org #9 ↓1 wp.org ranks it 3 places below merit 7 Text to Speech – Reinvent WP 40+ · 4.7★ (15) wp.org #7 ↓1 8 AI Text to Speech – TTS Plugin For WordPress 90+ · 4.3★ (6) wp.org #4 wp.org ranks it 4 places above merit 9 Trinity Audio – Text to Speech AI audio player to convert content into audio 2K+ · 4.0★ (25) wp.org #8 ↓1 wp.org ranks it 1 place above merit 10 AxiaChat AI – Free AI Chatbot (Answers Customers Automatically) 500+ · 5.0★ (12) wp.org #12 ↓1 wp.org ranks it 2 places below merit 11 GPTranslate – Multilingual AI Translation Agent for WordPress: Translate Your Site with AI 500+ · 5.0★ (34) wp.org #20 ↓5 wp.org ranks it 9 places below merit 12 Yandex Metrica 20K+ · 3.8★ (33) wp.org #18 ↓1 wp.org ranks it 6 places below merit 13 Voice Audio Widgets – Voice recorder with Forms, AI Powered STT, TTS, Transcriptions, Language Teaching 300+ · 5.0★ (16) wp.org #21 ↓2 wp.org ranks it 8 places below merit 14 BeyondWords – AI audio for publishers 800+ · 3.6★ (27) wp.org #17 ↓3 wp.org ranks it 3 places below merit 15 Instaread Audio Player — Text-to-Speech & Article-to-Audio 100+ · 4.3★ (6) wp.org #15 ↑1 16 Simply Disable Comments 8K+ · 5.0★ (4) wp.org #16 ↓3 17 Easy Text-to-Speech 20+ · 4.0★ (3) wp.org #10 wp.org ranks it 7 places above merit 18 AI Provider for Ollama 300+ · 5.0★ (2) wp.org #13 wp.org ranks it 5 places above merit 19 AI Provider for Google 50K+ · 0.0★ (0) wp.org #11 ↓2 wp.org ranks it 8 places above merit 20 AI Services 100+ · 5.0★ (2) wp.org #19 ↓1 wp.org ranks it 1 place above merit 21 AI Provider for OpenAI 60K+ · 0.0★ (0) wp.org #14 ↓2 wp.org ranks it 7 places above merit 22 Security.txt Manager 700+ · 5.0★ (2) wp.org #23 ↓1 wp.org ranks it 1 place below merit 23 SD AI Agent 100+ · 5.0★ (2) wp.org #24 ↓3 wp.org ranks it 1 place below merit 24 Zanderio AI 20+ · 5.0★ (1) wp.org #22 ↓2 wp.org ranks it 2 places above merit

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.