Zero of fourteen models named Postman first on the direct prompt; zero named Amazon API Gateway. Postman was named by eleven of the fourteen models and Amazon API Gateway by fourteen and Postman carries 16 labels and Amazon API Gateway 52, so the shares are not directly comparable.
Named in two 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.
| 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 |
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. Four of four in this category shown.
“less ideal as a primary enterprise gateway for production traffic” GLM 4.7 FlashX · comparative prompt · soft negative
“### 1. Best All-in-One Lifecycle & Portal: Postman API Platform” Qwen 3.7 Flash · paraphrase prompt · first choice
“I'd recommend Postman Enterprise as the best default choice” GPT-5.4 mini · paraphrase prompt · first choice
“Postman is the safest bet for a mid-sized B2B company.” Mistral Small · paraphrase prompt · first choice
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
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.