# Kong Gateway vs Amazon API Gateway: which do AI models recommend for API management, October 2026

IT AI Recommendation Index, October 2026 Edition, API management. Eight of fourteen models named Kong Gateway first on the direct prompt; zero named Amazon API Gateway. Page: https://it-ai-index.com/developer/api-management/kong-gateway-vs-amazon-api-gateway/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Kong Gateway | 37% | #1 of 12 | 12% | 67 | 14 of 14 |
| Amazon API Gateway | 3% | #8 of 12 | 23% | 52 | 14 of 14 |

## The direct prompt, model by model

- Claude Haiku 4.5: kong gateway first (first choices: Azure API Management, Kong Gateway) (alternatives: Boomi, Jitterbit)
- GPT-5.4 mini: kong gateway first (first choices: Kong Gateway) (alternatives: Amazon API Gateway, Apigee, Boomi, MuleSoft Anypoint Platform, Workato)
- Mistral Small: kong gateway first (first choices: Azure API Management, Kong Gateway, Tyk)
- DeepSeek V4 Flash: kong gateway first (first choices: Kong Gateway) (alternatives: Axway Amplify API Management, Azure API Management, Postman)
- Qwen 3.7 Flash: kong gateway first (first choices: Azure API Management, Kong Gateway) (alternatives: Jitterbit, Merge)
- Kimi K2: kong gateway first (first choices: Boomi, Kong Gateway) (alternatives: Azure API Management, Gravitee)
- GLM 4.7 FlashX: kong gateway first (first choices: Kong Gateway) (alternatives: Amazon API Gateway, Apigee, Azure API Management, Gravitee)
- GPT-6 Luna: kong gateway first (first choices: Kong Gateway) (alternatives: Apigee, Azure API Management, Tyk)
- Gemini 3.5 Flash: neither first, one named (first choices: Zuplo) (alternatives: Gravitee, Kong Gateway, Tyk)
- Grok 4.1 Fast: neither first, one named (first choices: Azure API Management) (alternatives: Amazon API Gateway, Kong Gateway)
- MiniMax M2.5: neither first, one named (first choices: Apigee, Azure API Management) (alternatives: Amazon API Gateway, Kong Gateway, MuleSoft Anypoint Platform, Postman, Tyk)
- Muse Glimmer 30B: neither first, one named (first choices: Jitterbit Harmony) (alternatives: Amazon API Gateway, Azure API Management, Boomi, Kong Gateway, Tyk)
- Perplexity Sonar: neither named (first choices: Apigee) (alternatives: Azure API Management, Postman, Zuplo)
- Llama 4 Maverick: neither named

## What the models said about Kong Gateway

- "Warning: While Kong's open-source gateway is excellent, essential features for a 500-person company (RBAC, developer portal, and advanced analytics) require upgrading to their commercial enterprise tier." (Gemini 3.5 Flash, scale prompt, soft negative)
- "For most mid‑market B2B companies, Kong Konnect (or Azure API Management if you’re already in the Microsoft stack) is the best fit." (GLM 4.7 FlashX, direct prompt, first choice)
- "the best API management platforms for mid-market B2B companies are Kong Enterprise, Tyk Enterprise, and Azure API Management" (Mistral Small, direct prompt, first choice)

## What the models said about Amazon API Gateway

- "AWS API Gateway alone — if you're not already deeply AWS-native, the developer portal and lifecycle features are more limited." (DeepSeek V4 Flash, paraphrase prompt, hard negative)
- "Avoid this platform if you are a small team, a startup, or if your primary goal is rapid development and clear documentation." (GLM 4.7 FlashX, negative prompt, hard negative)
- "widely recommended to avoid if your infrastructure is multi-cloud or hybrid" (Qwen 3.7 Flash, negative prompt, hard negative)
- "best default choice is usually Amazon API Gateway for a company already on AWS" (GPT-5.4 mini, budget prompt, first choice)

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.