# NGINX: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 80 judge labels across 4 categories by 14 of 14 models. Page: https://www.gane.ai/index/it/vendors/nginx

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Load balancers](https://www.gane.ai/index/it/network/load-balancers/index.md) | 16% | 2 | 7% | 57 |
| [API gateways](https://www.gane.ai/index/it/developer/api-gateways/index.md) | 0% | 13 | 10% | 21 |
| [LLM gateways and observability](https://www.gane.ai/index/it/it-data/llm-gateways-and-observability/index.md) | 0% | 53 | 0% | 1 |
| [Web application firewalls](https://www.gane.ai/index/it/network/web-application-firewalls/index.md) | 0% | 58 | 0% | 1 |

## What the models said for it

- "Consider NGINX Plus or HAProxy Enterprise if you have strong Linux/SysAdmin skills. They offer the best performance-to-cost ratio" (Qwen 3.7 Flash, Load balancers)
- "Prefer lighter options first: Envoy (especially in service mesh like Istio) or NGINX for most routing + basic policies." (Grok 4.20, API gateways)
- "Kemp LoadMaster (mid-size friendly ADC) and NGINX Plus (if you have Linux/NGINX skills) are strong fits" (DeepSeek V4 Flash, Load balancers)
- "NGINX Plus often being the best fit for mid-market B2B companies seeking a reliable and scalable solution" (Mistral Small, Load balancers)

## And against it

- "Recent critical vulnerabilities (e.g., CVEs from 2024–2026 patches by F5) can lead to crashes, denial-of-service (DoS), or remote code execution." (Grok 4.20, Load balancers)
- "Not dedicated "API management" platforms but often used as the high-performance edge layer. They require significant custom configuration" (Qwen 3.7 Flash, API gateways)
- "Limited built-in API lifecycle, portal, monetization, and governance features compared with API-management suites" (Perplexity Sonar, API gateways)
- "Running a single NGINX or HAProxy instance as your load balancer creates a single point of failure" (Kimi K2, Load balancers)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 6 | 2 | 0 | 8 |
| GPT-5.4 mini | 1 | 2 | 0 | 1 | 4 |
| Gemini 3.5 Flash | 0 | 5 | 0 | 0 | 5 |
| Perplexity Sonar | 0 | 4 | 0 | 1 | 5 |
| Grok 4.20 | 1 | 6 | 4 | 1 | 12 |
| Mistral Small | 1 | 1 | 3 | 0 | 5 |
| DeepSeek V4 Flash | 2 | 3 | 1 | 1 | 7 |
| Llama 4 Maverick | 1 | 2 | 1 | 0 | 4 |
| Qwen 3.7 Flash | 2 | 5 | 0 | 1 | 8 |
| Kimi K2 | 0 | 3 | 2 | 1 | 6 |
| GLM 4.7 FlashX | 0 | 4 | 0 | 0 | 4 |
| MiniMax M2.5 | 1 | 3 | 2 | 0 | 6 |
| GPT-6 Luna | 0 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 0 | 2 | 3 | 0 | 5 |

## Sources returned with these answers

The sites and pages cited by the answers that named NGINX, from 152 of the 213 answers that named it (only the models that return a source list).

### Domains cited

- loadbalancer.org: 45
- gane.ai/index: 41
- g2.com: 38
- spotsaas.com: 32
- devopsschool.com: 31
- costbench.com: 29
- f5.com: 28
- kemptechnologies.com: 28
- aws.amazon.com: 27
- github.com: 25

### Pages cited

- https://spotsaas.com/list/load-balancing-software/for-small-business: 23
- https://softwareadvice.com/load-balancing: 22
- https://devopsschool.com/blog/top-10-load-balancers-features-pros-cons-comparison: 21
- https://www.gane.ai/index/it/network/load-balancers/smb: 21
- https://loadbalancer.org/blog/whats-the-best-cloud-load-balancer: 18
- https://nomios.nl/en/news-blog/best-load-balancers-2024: 18
- https://scmgalaxy.com/tutorials/top-10-load-balancers-features-pros-cons-comparison: 18
- https://saasworthy.com/list/load-balancing-software: 17

## In its own words

What NGINX's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: nginx ("_engine x_") is an HTTP web server, reverse proxy, content cache, load balancer, TCP/UDP proxy server, and mail proxy server. (https://nginx.org/)

## What it publishes

Every page nginx.org exposes, read 2026-09-29: 1295 addresses. By kind, pages and the last 90 days:

- blog: 200 pages, 9 in the last 90 days, latest 2026-09-23
- webinar or virtual event: 2 pages, 0 in the last 90 days, latest 2026-04-09
- conference or event: 12 pages, 1 in the last 90 days, latest 2026-08-19
- report or ebook: 2 pages, 0 in the last 90 days, latest undated
- comparison: 8 pages, 1 in the last 90 days, latest 2026-09-15
- glossary or explainer: 9 pages, 5 in the last 90 days, latest 2026-07-18
- podcast or video: 1 pages, 0 in the last 90 days, latest 2025-05-14
- news or press: 59 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-23 blog: Stop writing authentication checks into every service combine them in your kubernetes gateway https://blog.nginx.org/blog/stop-writing-authentication-checks-into-every-service-combine-them-in-your-kubernetes-gateway
- Recent: 2026-09-21 blog: Nginx control api view in memory configuration and reload via http requests https://blog.nginx.org/blog/nginx-control-api-view-in-memory-configuration-and-reload-via-http-requests
- Recent: 2026-09-15 blog: NGINX Routing on HTTP Request Body https://blog.nginx.org/blog/nginx-routing-on-http-request-body
- Recent: 2026-09-15 comparison: 10982 https://community.nginx.org/t/session-persistence-with-nginx-oss-vs-nginx-plus/10982
- Recent: 2026-09-10 blog: HTTP Strict Transport Security Policy in NGINX Ingress Controller https://blog.nginx.org/blog/http-strict-transport-security-policy-in-nginx-ingress-controller
- Recent: 2026-09-08 blog: Predicate Routing for Native Handling of API Traffic https://blog.nginx.org/blog/predicate-routing-for-native-handling-of-api-traffic

## Record

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