Two of fourteen models named Azure API Management first on the direct prompt; zero named Postman. Azure API Management was named by fourteen of the fourteen models and Postman by twelve and Azure API Management carries 53 labels and Postman 28, so the shares are not directly comparable.
Named in four categories this edition.
Named in four categories this edition.
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.
Across every category in the November 2026 Edition, Azure API Management and Postman were named in the same answer fifty-two times, of the 337 answers naming Azure API Management and the 131 naming Postman. In those answers Postman took the first choice ten times and Azure API Management zero.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“AWS Gateway and Azure API Mgmt create vendor lock-in—avoid if cloud portability needed.” Claude Haiku 4.5 · negative prompt · hard negative
“Avoid Azure APIM or AWS Gateway; look for Aggregators instead.” Qwen 3.7 Flash · negative prompt · hard negative
“if your team dislikes XML-based policies, has limited Azure expertise, or needs a highly customizable developer portal” Perplexity Sonar · negative prompt · soft negative
“Many companies of your size find Azure API Management, Kong, Tyk, or Gravitee offer the right balance.” DeepSeek V4 Flash · scale prompt · first choice
“I'd start with Azure API Management or Kong due to their balance of features, pricing, and ease of use” MiniMax M2.5 · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Don't choose Postman as your API management platform—it's a development tool, not a management layer” Claude Haiku 4.5 · negative prompt · hard negative
“Users often face slow performance with Postman, especially when dealing with large projects” Muse Glimmer 30B · negative prompt · soft negative
“For most small businesses, Postman offers the best balance of features, ease of use, and cost-effectiveness.” MiniMax M2.5 · budget prompt · first choice
“Postman and Stoplight are excellent choices for API lifecycle and developer portal needs” Mistral Small · paraphrase prompt · first choice
“I recommend a combination of Postman + ReadMe.” Grok 4.20 · paraphrase prompt · first choice
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.