Six of fourteen models named Orca Security first on the direct prompt; zero named Microsoft Defender for Cloud. Both were named by all fourteen models and Orca Security carries 58 labels and Microsoft Defender for Cloud 59, so the shares are not directly comparable.
Named in eleven categories this edition.
Named in fifteen 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, Orca Security and Microsoft Defender for Cloud were named in the same answer 275 times, of the 426 answers naming Orca Security and the 719 naming Microsoft Defender for Cloud. In those answers Microsoft Defender for Cloud took the first choice forty-one times and Orca Security forty-seven.
| 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.
“Avoid enterprise-only CNAPPs (e.g., Wiz, Prisma Cloud, Orca)” GLM 4.7 FlashX · budget prompt · hard negative
“These are top-tier but expensive” Grok 4.20 · budget prompt · hard negative
“a purely agentless posture can leave gaps in runtime visibility, workload-level telemetry and certain advanced detection scenarios” Muse Glimmer 30B · negative prompt · soft negative
“Choose Orca Security if you want the fastest deployment, want to avoid managing agents, and want predictable pricing.” Qwen 3.7 Flash · direct prompt · first choice
“Want fastest time-to-value, zero deployment friction, and best risk visualization | Wiz or Orca” Gemini 3.5 Flash · comparative prompt · first choice
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
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.