# AWS Elastic Load Balancing: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 34 judge labels across 1 category by 14 of 14 models. Page: https://www.gane.ai/index/it/vendors/aws-elastic-load-balancing

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Load balancers](https://www.gane.ai/index/it/network/load-balancers/index.md) | 4% | 5 | 9% | 34 |

## What the models said for it

- "Fully in AWS/Azure/GCP: Stick to native cloud load balancers (AWS ALB/NLB, Azure ALB, GCP Cloud LB). It minimizes overhead" (Gemini 3.5 Flash, Load balancers)
- "1    | AWS Elastic Load Balancing (ALB/NLB/GWLB) | Cloud-native (AWS)   | AWS-centric apps, microservices, containers" (Grok 4.20, Load balancers)
- "often recommended as the top choice for small businesses because it offers a free tier" (Mistral Small, Load balancers)
- "Cloud-Native: AWS Elastic Load Balancing, Azure Load Balancer/Application Gateway, Google Cloud Load Balancing—easy to start, scales automatically, low ops burden." (Grok 4.20, Load balancers)

## And against it

- "Internet-facing AWS ALB/NLB or similar cloud LBs when they should be internal: A very common misconfiguration exposes backend services publicly." (Grok 4.20, Load balancers)
- "may be overkill unless you're already using those cloud platforms" (DeepSeek V4 Flash, Load balancers)
- "Companies fully committed to AWS (but creates vendor lock-in)" (DeepSeek V4 Flash, Load balancers)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named AWS Elastic Load Balancing, from 83 of the 104 answers that named it (only the models that return a source list).

### Domains cited

- loadbalancer.org: 34
- gane.ai/index: 30
- g2.com: 28
- kemptechnologies.com: 26
- costbench.com: 23
- spotsaas.com: 22
- devopsschool.com: 20
- aws.amazon.com: 19 (its own site)
- f5.com: 18
- scmgalaxy.com: 16

### Pages cited

- https://loadbalancer.org/blog/whats-the-best-cloud-load-balancer: 16
- https://scmgalaxy.com/tutorials/top-10-load-balancers-features-pros-cons-comparison: 16
- https://www.gane.ai/index/it/network/load-balancers/smb: 15
- https://spotsaas.com/list/load-balancing-software/for-small-business: 15
- https://devopsschool.com/blog/top-10-load-balancers-features-pros-cons-comparison: 14
- https://softwareadvice.com/load-balancing: 14
- https://loadbalancer.org/blog/which-load-balancer-compare-f5-citrix-a10-radware-nginx-haproxy-avinetworks-kemp-loadbalancer: 13
- https://nomios.nl/en/news-blog/best-load-balancers-2024: 13

## In its own words

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

- Positioning: Load balance Transmission Control Protocol, User Datagram Protocol, and Transport Layer Security traffic with high performance. (https://aws.amazon.com/elasticloadbalancing/network-load-balancer)
- For: organizations (https://aws.amazon.com/elasticloadbalancing/network-load-balancer)
- Integrations claimed: 9 (https://aws.amazon.com/elasticloadbalancing/network-load-balancer)
- Customers named: Galaxy Zoo

## 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.