# GCP Cloud Load Balancing: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 11 judge labels across 1 category by 7 of 14 models. Page: https://www.gane.ai/index/it/vendors/gcp-cloud-load-balancing

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Load balancers](https://www.gane.ai/index/it/network/load-balancers/index.md) | 0% | 19 | 9% | 11 |

## What the models said for it

- "Best for Cloud-Native Infrastructure: AWS ALB / Azure Application Gateway / GCP Load Balancing" (Gemini 3.5 Flash, Load balancers)
- "Cloud-native (AWS ALB/NLB, GCP LB, Azure LB) | Cheap, integrated, no ops overhead" (DeepSeek V4 Flash, Load balancers)
- "Stick to native cloud load balancers (AWS ALB/NLB, Azure ALB, GCP Cloud LB)" (Gemini 3.5 Flash, Load balancers)

## And against it

- "often incur charges for data transferring across different Availability Zones (AZs)" (Gemini 3.5 Flash, Load balancers)

## 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 | 2 | 1 | 1 | 4 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 2 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| 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 GCP Cloud Load Balancing, from 17 of the 28 answers that named it (only the models that return a source list).

### Domains cited

- loadbalancer.org: 10
- aws.amazon.com: 8
- kemptechnologies.com: 8
- g2.com: 6
- cloudflare.com: 5
- gane.ai/index: 5
- learn.microsoft.com: 5
- costbench.com: 4
- haproxy.org: 4
- skudonet.com: 4

### Pages cited

- https://loadbalancer.org/blog/whats-the-best-cloud-load-balancer: 5
- https://haproxy.org/: 4
- https://loadbalancer.org/blog/which-load-balancer-compare-f5-citrix-a10-radware-nginx-haproxy-avinetworks-kemp-loadbalancer: 4
- https://aws.amazon.com/elasticloadbalancing/pricing: 3
- https://cloudflare.com/resources/assets/slt3lc6tev37/6Zi2bQJH7BpzFYllfuGt41/2b57a6065def99257d6759845067d212/BDES-2849_Cloudflare_White_Paper_Load_Balancing_Letter.pdf: 3
- https://divio.com/blog/solution-load-balancing-cloud-workloads: 3
- https://f.hubspotusercontent00.net/hubfs/2512652/Resource%20Downloads/CNTSYN_Kemp_Buyers%20Guide%202021_V4.pdf: 3
- https://futuretweets.com/nginx-vs-haproxy-vs-f5-big-ip-2026: 3

## 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.