# Amazon API Gateway vs Traefik Hub: which do AI models recommend for API gateways, October 2026

IT AI Recommendation Index, October 2026 Edition, API gateways. Two of fourteen models named Amazon API Gateway first on the direct prompt; zero named Traefik Hub. Page: https://it-ai-index.com/developer/api-gateways/amazon-api-gateway-vs-traefik-hub/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Amazon API Gateway | 9% | #3 of 11 | 21% | 61 | 13 of 14 |
| Traefik Hub | 2% | #7 of 11 | 0% | 21 | 12 of 14 |

## The direct prompt, model by model

- Claude Haiku 4.5: amazon api gateway first (first choices: Amazon API Gateway, Kong Gateway)
- Qwen 3.7 Flash: amazon api gateway first (first choices: Amazon API Gateway, Apigee) (alternatives: Kong Gateway, Tyk)
- GPT-5.4 mini: neither first, one named (first choices: Kong Gateway) (alternatives: Amazon API Gateway, Apigee, Azure API Management)
- Perplexity Sonar: neither first, one named (first choices: Kong Gateway) (alternatives: Amazon API Gateway, Apigee, Cleo Integration Cloud)
- Grok 4.1 Fast: neither first, one named (first choices: Kong Gateway) (alternatives: Amazon API Gateway, Azure API Management, Tyk, Zuplo)
- DeepSeek V4 Flash: neither first, one named (first choices: Kong Gateway) (alternatives: Amazon API Gateway, Tyk, Zuplo)
- GLM 4.7 FlashX: neither first, one named (first choices: Kong Gateway) (alternatives: Amazon API Gateway, Tyk, Zuplo)
- GPT-6 Luna: neither first, one named (first choices: Kong Gateway) (alternatives: Amazon API Gateway, Apigee, Azure API Management)
- Muse Glimmer 30B: neither first, one named (first choices: Kong Gateway, Tyk) (alternatives: Amazon API Gateway, Azure API Management)
- Gemini 3.5 Flash: neither named (first choices: Tyk) (alternatives: Gravitee, Kong Gateway, Zuplo)
- Mistral Small: neither named (first choices: Zuplo) (alternatives: Apigee, Axway API Gateway)
- Llama 4 Maverick: neither named
- Kimi K2: neither named (first choices: Kong Gateway) (alternatives: Azure API Management)
- MiniMax M2.5: neither named (first choices: Kong Gateway) (alternatives: Azure API Management, NGINX, Red Hat 3scale)

## What the models said about Amazon API Gateway

- "avoid per-call pricing models (like AWS API Gateway at $1–$3.50 per million calls)" (DeepSeek V4 Flash, budget prompt, hard negative)
- "Kong (especially with enterprise support) or AWS API Gateway are solid choices, as they balance power, scalability, and cost" (Claude Haiku 4.5, direct prompt, first choice)
- "If your infrastructure is already on AWS, this is usually the default starting point." (Qwen 3.7 Flash, direct prompt, first choice)
- "If you want no infrastructure overhead, go with Zuplo or AWS API Gateway" (Claude Haiku 4.5, budget prompt, first choice)

## What the models said about Traefik Hub

- "If you want to save time and reduce complexity, choose Traefik." (Qwen 3.7 Flash, budget prompt, first choice)
- "Best if you are already in Kubernetes and want to keep the gateway lightweight and close to the cluster." (Perplexity Sonar, comparative prompt, alternative)
- "great if your priority is Kubernetes-native ingress and simplicity, but it's usually not my first pick" (GPT-5.4 mini, paraphrase prompt, alternative)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.