# hCaptcha Enterprise: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/finance/vendors/hcaptcha-enterprise

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Ecommerce fraud prevention](https://www.gane.ai/index/finance/receivables/ecommerce-fraud-prevention/index.md) | 0% | 52 | 0% | 2 |

## 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 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named hCaptcha Enterprise, from 16 of the 16 answers that named it (only the models that return a source list).

### Domains cited

- hcaptcha.com: 16 (its own site)
- merchantfraudjournal.com: 10
- g2.com: 9
- paymentsandrisk.com: 7
- fraudio.com: 6
- cside.com: 5
- lister.ai: 4
- paymentbrief.com: 4
- sift.com: 4
- sourceforge.net: 4

### Pages cited

- https://hcaptcha.com/learning/fraud-prevention/ecommerce-fraud-prevention-software: 16
- https://merchantfraudjournal.com/top-ecommerce-fraud-prevention-solutions: 10
- https://g2.com/categories/e-commerce-fraud-protection: 6
- https://paymentsandrisk.com/docs/fraud/vendors/landscape: 6
- https://cside.com/blog/ecommerce-fraud-prevention-software: 5
- https://fraudio.com/roundups/best-ecommerce-fraud-prevention-software-tools-compared: 5
- https://lister.ai/software/ecommerce-operations/ecommerce-fraud-prevention-software/best-ecommerce-fraud-prevention-software: 4
- https://paymentbrief.com/articles/fraud-prevention-platform-comparison-guarantee-decisioning-risk-scoring: 4

## What it publishes

Every page hcaptcha.com exposes, read 2026-10-05: 212 addresses. By kind, pages and the last 90 days:

- blog: 67 pages, 3 in the last 90 days, latest 2026-10-02
- webinar or virtual event: 2 pages, 0 in the last 90 days, latest undated
- comparison: 4 pages, 2 in the last 90 days, latest 2026-09-02
- glossary or explainer: 5 pages, 4 in the last 90 days, latest 2026-09-02
- news or press: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2026-10-02 blog: Hcaptcha webmcp https://www.hcaptcha.com/blog/hcaptcha-webmcp
- Recent: 2026-10-02 blog: Web bot auth https://www.hcaptcha.com/blog/web-bot-auth
- Recent: 2026-09-02 blog: Data diode model training https://www.hcaptcha.com/blog/data-diode-model-training
- Recent: 2026-09-02 comparison: Credential stuffing vs brute force https://www.hcaptcha.com/learning/account-defense/credential-stuffing-vs-brute-force
- Recent: 2026-09-02 glossary or explainer: What is account takeover https://www.hcaptcha.com/learning/account-defense/what-is-account-takeover
- Recent: 2026-09-02 glossary or explainer: What is credential stuffing https://www.hcaptcha.com/learning/account-defense/what-is-credential-stuffing

## Record

- Method: https://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/finance.