Bot management · RankedhCaptcha
hCaptcha is a bot detection and CAPTCHA service that helps websites tell human visitors from automated traffic, including AI agents · hcaptcha.com ↗
Why models recommend it
“Privacy-sensitive deployment and protection extending beyond the initial bot check | hCaptcha Enterprise”Perplexity Sonar · Paraphrase question · alternative
“Better alternatives: hCaptcha, Cloudflare Turnstile, Friendly Captcha (privacy-focused, minimal tracking)”Kimi K2 · Negative question · alternative
“Other options include DataDome, Akamai Bot Manager, and hCaptcha Enterprise.”Llama 4 Maverick · Paraphrase question · alternative
“Privacy-friendly, strong for account/login/transaction protection”DeepSeek V4 Flash · Scale-constrained question · alternative
What gives them pause
“reCAPTCHA (Google) and basic/hCaptcha variants: Often criticized for poor user experience”Grok 4.20 · Negative question · warning
“CAPTCHA-Only Solutions (e.g., Legacy Google reCAPTCHA v2/v3, hCaptcha standalone)”Gemini 3.5 Flash · Negative question · warning
Also on the shortlist
The products named in the same answers as hCaptcha, over the 28 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 27 | 15 | View → | |
| 23 | 6 | View → | |
| 21 | 0 | View → | |
| 17 | 1 | View → | |
| 14 | 1 | View → | |
| 9 | 0 | View → | |
| 9 | 0 | View → | |
| 7 | 0 | View → | |
| 5 | 0 | View → | |
| 5 | 0 | View → |
What the models named instead of hCaptcha →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on hCaptcha's own site, not checked by Gane.
- For
- organizations
- Starting price
- Free up to 10,000 requests per month
- Free plan or trial
- Try For Free
- Certifications
- ISO 27001, SOC 2 Type II, PCI DSS, GDPR, CCPA, LGPD, PIPL
- Hosting
- over 200 points of presence
- Customers named
- Shopify
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 24 of the 28 answers that named hCaptcha and are not a share of its labels.
Domains cited
Eighty-seven of the 112 domain citations in answers naming hCaptcha came from a third party's page. Eight were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 0 | 2 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 3 | 0 | 3 |
What it publishes
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 67 | 3 | 2026-10-02 | WAF, Bot management | |
| Glossary or explainer | 5 | 4 | 2026-09-02 | Bot management | |
| Comparison | 4 | 2 | 2026-09-02 | Bot management | |
| Webinar or virtual event | 2 | undated | |||
| News or press | 1 | undated |
Most recent
- 2026-10-02Hcaptcha webmcp blog
- 2026-10-02Web bot auth blog
- 2026-09-02Data diode model training blog
- 2026-09-02Credential stuffing vs brute force comparison
- 2026-09-02What is account takeover glossary or explainer
- 2026-09-02What is credential stuffing glossary or explainer
How it is countedHide how it is counted
Every page hcaptcha.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read October 5, 2026.