API management · October 2026 Edition
Kong Gateway vs Azure API Management
Eight of fourteen models named Kong Gateway first on the direct prompt; five named Azure API Management. Both were named by all fourteen models and Kong Gateway carries 67 labels and Azure API Management 52, so the shares are not directly comparable.
Named in three categories this edition.
Named in three categories this edition.
First-choice share37%11%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate12%17%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#3A position in a field of 12; printed, not drawn.
Labels6752A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Kong Gateway reading right to left. Rank and label count are printed, not drawn.Kong Gateway vs Tyk · Kong Gateway vs Zuplo · Kong Gateway vs Gravitee
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.
Kong GatewayFirst choices, of fourteen modelsAzure API Management
Direct85
Paraphrase311 against Kong Gateway · 1 against Azure API Management
Comparative30
Budget-constrained902 against Kong Gateway · 1 against Azure API Management
Scale-constrained311 against Kong Gateway
Negative104 against Kong Gateway · 7 against Azure API Management
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, Kong Gateway and Azure API Management were named in the same answer 224 times, of the 427 answers naming Kong Gateway and the 253 naming Azure API Management. In those answers Azure API Management took the first choice nine times and Kong Gateway seventy.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Kong Gateway and Azure API Management 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 | | | | | |
Kong Gateway Azure API Management first choice named as an alternative argued againstblank: not namedEach cell is one answer, Kong Gateway on the left and Azure API Management on the right.The direct prompt
The plain question, one answer per model, grouped by where Kong Gateway and Azure API Management stood in it.
Both were the first choice
3 of 14 modelsThe answer named them together, and the judge labeled each a first choice.Claude Haiku 4.5Azure API Management, Kong Gateway alternatives: Boomi, Jitterbit
Mistral SmallAzure API Management, Kong Gateway, Tyk
Qwen 3.7 FlashAzure API Management, Kong Gateway alternatives: Jitterbit, Merge
Kong Gateway first, Azure API Management an alternative
5 of 14 modelsAzure API Management was named in the answer but not as the choice, or not at all.GPT-5.4 miniKong Gateway alternatives: Amazon API Gateway, Apigee, Boomi, MuleSoft Anypoint Platform, Workato
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
Azure API Management first, Kong Gateway an alternative
2 of 14 modelsKong Gateway was named in the answer but not as the choice, or not at all.Grok 4.1 FastAzure API Management alternatives: Amazon API Gateway, Kong Gateway
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
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashZuplo alternatives: Gravitee, Kong Gateway, Tyk
Perplexity SonarApigee alternatives: Azure API Management, Postman, Zuplo
Muse Glimmer 30BJitterbit Harmony alternatives: Amazon API Gateway, Azure API Management, Boomi, Kong Gateway, Tyk
Neither was named
1 of 14 modelsThe answer made no first choice from these two in this category.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
Kong Gateway leads by twenty-five points.
Kong Gateway28%#1 of 13Azure API Management3%#7 of 13Mid-marketThe figures above
Kong Gateway leads by twenty-five points.
Kong Gateway37%#1 of 12Azure API Management11%#3 of 12Enterprise
Kong Gateway leads by eight points.
Kong Gateway15%#2 of 10Azure API Management6%#4 of 10What the models said about Kong Gateway
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“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 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
Also compared
Kong Gateway vs TykKong Gateway vs ZuploKong Gateway vs GraviteeKong Gateway vs PostmanKong Gateway vs ApigeeKong Gateway vs Amazon API GatewayTyk vs Azure API ManagementAzure API Management vs ZuploAzure API Management vs GraviteeAzure API Management vs PostmanAzure API Management vs ApigeeAzure API Management 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.