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wp.org search vs our merit ranking: “cf7 invisible recaptcha”

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 “cf7 invisible recaptcha”, we and wp.org disagree on the top plugin, and our order differs from theirs on 9 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

BotShield CAPTCHA for Contact Form 7 shows at wp.org #9 but places #14 on merit, a gap of 5 places. Its 80+ 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 reCaptcha by BestWebSoft 100K+ · 3.9★ (391) wp.org #2 wp.org ranks it 1 place below merit 2 Anti-Spam, Spam FireWall by CleanTalk 200K+ · 4.8★ (3,224) wp.org #4 wp.org ranks it 2 places below merit 3 Fluent Forms – Customizable Contact Forms, Survey, Quiz, & Conversational Form Builder 800K+ · 4.8★ (808) wp.org #5 ↑1 wp.org ranks it 2 places below merit 4 LukasApps CAPTCHA tools for Contact Form 7 100K+ · 4.1★ (48) wp.org #3 wp.org ranks it 1 place above merit 5 CF7 Invisible reCAPTCHA 6K+ · 3.1★ (14) wp.org #1 wp.org ranks it 4 places above merit 6 hCaptcha for WP 70K+ · 4.6★ (88) wp.org #6 ↓1 7 La Sentinelle antispam 3K+ · 5.0★ (21) wp.org #11 ↑1 wp.org ranks it 4 places below merit 8 WP Easy Pay – Payment and Donation Form Builder for Square 1K+ · 3.8★ (42) wp.org #13 ↑1 wp.org ranks it 5 places below merit 9 Hostbox Google reCAPTCHA 600+ · 5.0★ (4) wp.org #7 wp.org ranks it 2 places above merit 10 Easy Spam Filter – Privacy-Friendly CAPTCHA Alternative with Turnstile for Contact Form 7, WPForms, BuddyPress, Elementor 1K+ · 4.0★ (7) wp.org #8 ↑1 wp.org ranks it 2 places above merit 11 ARCaptcha – Puzzle Captcha | New-generation Captcha and bot protection 300+ · 5.0★ (4) wp.org #12 ↑1 wp.org ranks it 1 place below merit 12 OpenPorte Spam Protection 600+ · 5.0★ (5) wp.org #16 wp.org ranks it 4 places below merit 13 Web Ok Honeypot Lite for CF7 100+ · 0.0★ (0) wp.org #10 ↑1 wp.org ranks it 3 places above merit 14 BotShield CAPTCHA for Contact Form 7 80+ · 5.0★ (1) wp.org #9 ↑1 wp.org ranks it 5 places above merit 15 Defer for Contact Form 7 10+ · 0.0★ (0) wp.org #17 ↓1 wp.org ranks it 2 places below merit 16 SolverGuard Spam Shield — Anti-Spam, Bot & Login Protection 20+ · 0.0★ (0) wp.org #18 ↓1 wp.org ranks it 2 places below merit 17 Gatekeep – Universal CAPTCHA & Anti-Spam for All Forms & Comments 30+ · 5.0★ (1) wp.org #14 ↑6 wp.org ranks it 3 places above merit 18 Honeypot Guard – Silent Anti-Spam 200+ · 5.0★ (1) wp.org #15 wp.org ranks it 3 places above merit 19 MentoGuard – Spam Blocker & reCAPTCHA Alternative for Contact Form 7 — · 0.0★ (0) wp.org #20 ↓1 wp.org ranks it 1 place below merit 20 Hubsine Spam Protection with Fallback for reCAPTCHA — · 0.0★ (0) wp.org #21 wp.org ranks it 1 place below merit 21 Deployment Toolkit for Contact Form 7 — · 0.0★ (0) wp.org #22 wp.org ranks it 1 place below merit 22 CodeMoksha Forms – Contact Form Builder with Contact Form 7 Importer — · 0.0★ (0) wp.org #23 wp.org ranks it 1 place below merit 23 Samurai Honeypot for Forms 10+ · 0.0★ (0) wp.org #24 wp.org ranks it 1 place below merit 24 Cybernob Turnstile for Cloudflare — · 5.0★ (1) wp.org #19 ↓1 wp.org ranks it 5 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.