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

IT AI Recommendation Index, September 2026 Edition. Named in 103 judge labels across 2 categories by 12 of 12 models. Page: https://it-ai-index.com/vendors/amazon-api-gateway/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| API gateways | 6% | 4 | 16% | 58 |
| API management | 0% | 14 | 31% | 45 |

## What the models said for it

- "or AWS API Gateway if your infrastructure is already deeply embedded in the Amazon Web Services ecosystem" (Qwen 3.7 Flash, API gateways)
- "AWS API Gateway offers the best balance of cost, features, and ease of use through its free tier" (Claude Haiku 4.5, API gateways)
- "If your infrastructure is already on AWS, this is often the most sensible default." (Gemini 3.5 Flash, API gateways)
- "Choose AWS/Azure API Gateway if you are fully bought into a cloud ecosystem and want a serverless, zero-maintenance operational model." (Gemini 3.5 Flash, API gateways)

## And against it

- "AWS API Gateway: avoid it if you need multi-cloud management or stronger centralized governance, because it is AWS-only" (Perplexity Sonar, API management)
- "Avoid or be extremely cautious with: MuleSoft (cost/lock-in), AWS API Gateway (if multi-cloud needed)" (Kimi K2, API management)
- "Avoid using deprecated or retired features/platforms (... AWS API Gateway for high‑scale)." (GLM 4.7 FlashX, API gateways)
- "Cloud-native options can create vendor lock-in and may have limitations (e.g., AWS API Gateway has 30-second timeout limits and 10MB payload caps)." (Kimi K2, API gateways)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, September 2026 Edition, it-ai-index.com.