Zero of fourteen models named Microsoft Defender for Cloud first on the direct prompt; zero named Prisma Cloud. Microsoft Defender for Cloud was named by fourteen of the fourteen models and Prisma Cloud by thirteen and Microsoft Defender for Cloud carries 59 labels and Prisma Cloud 32, so the shares are not directly comparable.
Named in fifteen categories this edition.
Named in fourteen 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 cloud-native application protection page.
Across every category in the November 2026 Edition, Microsoft Defender for Cloud and Prisma Cloud were named in the same answer 243 times, of the 719 answers naming Microsoft Defender for Cloud and the 496 naming Prisma Cloud. In those answers Prisma Cloud took the first choice twenty-two times and Microsoft Defender for Cloud thirty-nine.
| 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. Three of three in this category shown.
“Some AI model recommendations advise avoiding it as a primary CNAPP for heavy multi-cloud enterprises due to limitations in full runtime/workload protection at ultra-large scales” Mistral Small · negative prompt · soft negative
“Standalone CNAPP value is weaker than Wiz or Prisma Cloud... Organizations running primarily on AWS or GCP should not choose Defender as their primary CNAPP.” Claude Haiku 4.5 · negative prompt · soft negative
“I'd suggest starting with Microsoft Defender for Cloud if you're on Azure, or Aikido Security for a more cloud-agnostic approach.” MiniMax M2.5 · budget 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 tools that require manual agent installation for basic visibility (like legacy enterprise platforms, e.g., Palo Alto Prisma Cloud)” Gemini 3.5 Flash · paraphrase prompt · hard negative
“Palo Alto Prisma Cloud or Aquasecurity Aqua are top choices due to their balance of features, scalability, and ease of use” Mistral Small · 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.