API management · October 2026 Edition
Azure API Management vs Amazon API Gateway
Five of fourteen models named Azure API Management first on the direct prompt; zero named Amazon API Gateway. Both were named by all fourteen models and both carry 52 labels, so the shares below are directly comparable.
Named in three categories this edition.
Named in four categories this edition.
First-choice share11%3%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate17%23%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#8A position in a field of 12; printed, not drawn.
Labels5252Equal, which is what makes the shares comparable.
The two percentage rows are drawn on one 0 to 100 track, Azure API Management reading right to left. Rank and label count are printed, not drawn.Kong Gateway was named alongside these two in twelve of the fourteen direct answers. Kong Gateway vs Azure API Management · Kong Gateway vs Amazon API Gateway · Tyk vs Azure API Management
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; every quote names the model and the prompt it came from. Both figures come from the API management page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Azure API ManagementFirst choices, of fourteen modelsAmazon API Gateway
Direct50
Paraphrase101 against Azure API Management · 2 against Amazon API Gateway
Comparative01
Budget-constrained021 against Azure API Management
Scale-constrained101 against Amazon API Gateway
Negative007 against Azure API Management · 9 against Amazon API Gateway
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Across every category in the October 2026 Edition, Azure API Management and Amazon API Gateway were named in the same answer 214 times, of the 253 answers naming Azure API Management and the 370 naming Amazon API Gateway. In those answers Amazon API Gateway took the first choice nineteen times and Azure API Management nine.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Azure API Management and Amazon API Gateway stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | |||
| GPT-5.4 mini | | | | | | |
| Gemini 3.5 Flash | | | | | ||
| Perplexity Sonar | | | | | ||
| Grok 4.1 Fast | | | | | ||
| Mistral Small | | | | |||
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | | | | | | |
| Kimi K2 | | | | | ||
| GLM 4.7 FlashX | | | | | ||
| MiniMax M2.5 | | | | |||
| GPT-6 Luna | | | | |||
| Muse Glimmer 30B | | | | |
Azure API Management Amazon API Gateway first choice named as an alternative argued againstblank: not namedEach cell is one answer, Azure API Management on the left and Amazon API Gateway on the right.The direct prompt
The plain question, one answer per model, grouped by where Azure API Management and Amazon API Gateway stood in it.
Azure API Management first, Amazon API Gateway an alternative
5 of 14 modelsAmazon API Gateway was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Azure API Management, Kong Gateway alternatives: Boomi, Jitterbit
Grok 4.1 FastAzure API Management alternatives: Amazon API Gateway, Kong Gateway
Mistral SmallAzure API Management, Kong Gateway, Tyk
Qwen 3.7 FlashAzure API Management, Kong Gateway alternatives: Jitterbit, Merge
MiniMax M2.5Apigee, Azure API Management alternatives: Amazon API Gateway, Kong Gateway, MuleSoft Anypoint Platform, Postman, Tyk
Neither was the first choice, one was named
7 of 14 modelsThe answer put something else first and named one of the two as an alternative.GPT-5.4 miniKong Gateway alternatives: Amazon API Gateway, Apigee, Boomi, MuleSoft Anypoint Platform, Workato
Perplexity SonarApigee alternatives: Azure API Management, Postman, Zuplo
DeepSeek V4 FlashKong Gateway alternatives: Axway Amplify API Management, Azure API Management, Postman
Kimi K2Boomi, Kong Gateway alternatives: Azure API Management, Gravitee
GLM 4.7 FlashXKong Gateway alternatives: Amazon API Gateway, Apigee, Azure API Management, Gravitee
GPT-6 LunaKong Gateway alternatives: Apigee, Azure API Management, Tyk
Muse Glimmer 30BJitterbit Harmony alternatives: Amazon API Gateway, Azure API Management, Boomi, Kong Gateway, Tyk
Neither was named
2 of 14 modelsThe answer made no first choice from these two in this category.Gemini 3.5 FlashZuplo alternatives: Gravitee, Kong Gateway, Tyk
Llama 4 Maverickno first choice
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Amazon API Gateway leads by eight points.
Amazon API Gateway11%#3 of 13Azure API Management3%#7 of 13Mid-marketThe figures above
The order flips: Azure API Management leads at mid-market.
Azure API Management11%#3 of 12Amazon API Gateway3%#8 of 12Enterprise
Azure API Management leads by six points.
Azure API Management6%#4 of 10Amazon API Gateway0%#10 of 10What the models said about Azure API Management
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Be cautious for scenarios requiring deep, vendor-agnostic governance and lifecycle management outside Microsoft cloud.” Muse Glimmer 30B · negative prompt · soft negative
“Frequent breaking changes and retirements ... which can create upgrade fatigue and operational risk.” DeepSeek V4 Flash · negative prompt · soft negative
“native cloud portals are notoriously difficult to customize and offer poor developer experiences” Gemini 3.5 Flash · paraphrase prompt · soft negative
“I'd recommend Azure API Management if your team wants a strong all-around platform with a built-in developer portal” Perplexity Sonar · paraphrase prompt · first choice
“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
“Choose Azure API Management if you're in the Microsoft ecosystem and want a managed, integrated solution.” Mistral Small · direct prompt · first choice
What the models said about Amazon API Gateway
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“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
Also compared
Kong Gateway vs Azure API ManagementKong Gateway vs Amazon API GatewayTyk vs Azure API ManagementTyk vs Amazon API GatewayAzure API Management vs ZuploAzure API Management vs GraviteeAzure API Management vs PostmanAzure API Management vs ApigeeZuplo vs Amazon API GatewayGravitee vs Amazon API GatewayPostman vs Amazon API GatewayApigee vs Amazon API GatewayAll twenty-eight head-to-head pages and the full API management standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.