Seven of twelve models named Wiz first on the direct prompt; three named Microsoft Defender for Cloud. Both were named by all twelve models and Wiz carries 55 labels and Microsoft Defender for Cloud 47, so the shares are not directly comparable.
Named in six categories this edition.
Named in seven categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 cloud-native application protection page.
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. Three of three in this category shown.
“Orca/Wiz | $7K+/mo (small) | Agentless full CNAPP | Avoid for tight budgets” Grok 4.1 Fast · budget prompt · hard negative
“Extremely popular, pioneered the agentless graph-based approach, and offers great UX. It is incredibly easy to use but tends to be on the pricier end” Gemini 3.5 Flash · scale prompt · first choice
“Market leader by adoption ... Choose Wiz or Orca if you need fast, comprehensive visibility across multi-cloud with minimal operational overhead” Kimi K2 · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Avoid relying exclusively on AWS Security Hub, Azure Defender, or Google Security Command Center as your primary CNAPP.” Qwen 3.7 Flash · negative prompt · hard negative
“Wiz and Microsoft Defender for Cloud are the top recommended CNAPPs due to their balance of features, ease of use, and strong mid-market fit” Mistral Small · direct prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.