Zero of fourteen models named Zuplo first on the direct prompt; two named Azure API Management. Zuplo was named by seven of the fourteen models and Azure API Management by fourteen and Zuplo carries 10 labels and Azure API Management 53, so the shares are not directly comparable.
Named in five 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, Zuplo and Azure API Management were named in the same answer seventy times, of the 178 answers naming Zuplo and the 337 naming Azure API Management. In those answers Azure API Management took the first choice two times and Zuplo twenty-four.
| 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. One of one in this category shown.
“For most small businesses, Zuplo Free or KrakenD Community offer the best balance of features, cost, and ease of use.” GLM 4.7 FlashX · budget prompt · first choice
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
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.