# Amazon API Gateway: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 136 judge labels across 4 categories by 14 of 14 models. Page: https://www.gane.ai/index/it/vendors/amazon-api-gateway

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [API gateways](https://www.gane.ai/index/it/developer/api-gateways/index.md) | 8% | 2 | 19% | 74 |
| [API management](https://www.gane.ai/index/it/developer/api-management/index.md) | 5% | 7 | 26% | 54 |
| [API security platforms](https://www.gane.ai/index/it/security/api-security-platforms/index.md) | 0% | 25 | 14% | 7 |
| [LLM gateways and observability](https://www.gane.ai/index/it/it-data/llm-gateways-and-observability/index.md) | 0% | 40 | 0% | 1 |

## What the models said for it

- "Very low traffic / early-stage startup | AWS API Gateway (HTTP API) | Virtually $0/month, zero infrastructure management." (Gemini 3.5 Flash, API gateways)
- "If you're already in the AWS ecosystem, AWS API Gateway is the most cost-effective for production traffic." (Mistral Small, API management)
- "AWS API Gateway + ALB if you're cloud-native and want integrated monitoring with CloudWatch" (Claude Haiku 4.5, API gateways)
- "Best default for a budget-conscious company: Amazon API Gateway—if you already use AWS." (GPT-6 Luna, API management)

## And against it

- "AWS Gateway and Azure API Mgmt create vendor lock-in—avoid if cloud portability needed." (Claude Haiku 4.5, API management)
- "Faces criticism for its per-call pricing model, which can become costly at scale." (Mistral Small, API management)
- "Avoid AWS API Gateway, Kong, and Tyk—none include native monetisation." (Claude Haiku 4.5, API management)
- "Avoid Azure APIM or AWS Gateway; look for Aggregators instead." (Qwen 3.7 Flash, API management)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 3 | 2 | 4 | 2 | 11 |
| GPT-5.4 mini | 1 | 3 | 0 | 2 | 6 |
| Gemini 3.5 Flash | 1 | 7 | 2 | 3 | 13 |
| Perplexity Sonar | 1 | 5 | 1 | 3 | 10 |
| Grok 4.20 | 0 | 7 | 1 | 2 | 10 |
| Mistral Small | 1 | 4 | 4 | 2 | 11 |
| DeepSeek V4 Flash | 0 | 8 | 2 | 1 | 11 |
| Llama 4 Maverick | 0 | 3 | 2 | 2 | 7 |
| Qwen 3.7 Flash | 0 | 6 | 3 | 2 | 11 |
| Kimi K2 | 0 | 1 | 3 | 4 | 8 |
| GLM 4.7 FlashX | 0 | 7 | 1 | 2 | 10 |
| MiniMax M2.5 | 0 | 7 | 3 | 1 | 11 |
| GPT-6 Luna | 1 | 2 | 2 | 2 | 7 |
| Muse Glimmer 30B | 0 | 7 | 2 | 1 | 10 |

## Sources returned with these answers

The sites and pages cited by the answers that named Amazon API Gateway, from 317 of the 396 answers that named it (only the models that return a source list).

### Domains cited

- zuplo.com: 163
- wso2.com: 125
- gravitee.io: 82
- konghq.com: 77
- scalar.com: 76
- dev.to: 72
- aws.amazon.com: 71 (its own site)
- g2.com: 66
- api7.ai: 62
- tyk.io: 57

### Pages cited

- https://scalar.com/library/best-api-management-platforms-2026: 76
- https://wso2.com/api-platform/learn/api-management-tools: 64
- https://zuplo.com/learning-center/best-api-gateways-2026: 57
- https://dupple.com/learn/best-api-gateways: 54
- https://mgsoftware.nl/en/tools/best-api-gateway-tools: 49
- https://geekflare.com/guides/best-api-gateways: 47
- https://konghq.com/blog/enterprise/how-to-choose-an-api-gateway: 37
- https://softwareadvice.com/api-management: 37

## In its own words

What Amazon API Gateway's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.


## What it publishes

Every page aws.amazon.com exposes, read 2026-09-28: 280316 addresses. By kind, pages and the last 90 days:

- blog: 27117 pages, 0 in the last 90 days, latest undated
- case study: 2476 pages, 0 in the last 90 days, latest 2019-03-01
- webinar or virtual event: 2057 pages, 16 in the last 90 days, latest 2026-07-01
- conference or event: 1482 pages, 0 in the last 90 days, latest 2025-11-01
- report or ebook: 1090 pages, 16 in the last 90 days, latest 2026-09-01
- comparison: 1521 pages, 0 in the last 90 days, latest 2025-09-01
- template or tool: 150 pages, 0 in the last 90 days, latest 2025-05-01
- glossary or explainer: 6521 pages, 0 in the last 90 days, latest undated
- podcast or video: 351 pages, 0 in the last 90 days, latest undated
- news or press: 34 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-01 report or ebook: Sagemaker cicd notebook ai manifest https://aws.amazon.com/de/about-aws/whats-new/2026/09/sagemaker-cicd-notebook-ai-manifest
- Recent: 2026-09-01 report or ebook: Sagemaker cicd notebook ai manifest https://aws.amazon.com/vi/about-aws/whats-new/2026/09/sagemaker-cicd-notebook-ai-manifest/
- Recent: 2026-09-01 report or ebook: Sagemaker cicd notebook ai manifest https://aws.amazon.com/tr/about-aws/whats-new/2026/09/sagemaker-cicd-notebook-ai-manifest/
- Recent: 2026-09-01 report or ebook: Sagemaker cicd notebook ai manifest https://aws.amazon.com/th/about-aws/whats-new/2026/09/sagemaker-cicd-notebook-ai-manifest/
- Recent: 2026-09-01 report or ebook: Sagemaker cicd notebook ai manifest https://aws.amazon.com/tw/about-aws/whats-new/2026/09/sagemaker-cicd-notebook-ai-manifest/
- Recent: 2026-09-01 report or ebook: Sagemaker cicd notebook ai manifest https://aws.amazon.com/es/about-aws/whats-new/2026/09/sagemaker-cicd-notebook-ai-manifest/

## 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.