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

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

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Zuplo | 10% | #4 of 12 | 0% | 14 | 9 of 14 |
| Amazon API Gateway | 3% | #8 of 12 | 23% | 52 | 14 of 14 |

## The direct prompt, model by model

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

## What the models said about Zuplo

- "Candidates like Kong Konnect, Tyk, Azure API Management, or Zuplo are often the right fit at this scale" (DeepSeek V4 Flash, scale prompt, first choice)
- "Speed & Hands-off Maintenance | Zuplo | Best SaaS free tier ($0 up to 100k requests/mo); no servers to manage." (Gemini 3.5 Flash, budget prompt, first choice)
- "pick Kong for the lowest-cost serious platform, or Zuplo if you prefer managed convenience with a tiny budget" (Perplexity Sonar, budget 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.