| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Cloud-native application protection | Cloud and infrastructure | 30% | 2 of 57 | 4% | 47 | endorsed leader |
| Endpoint protection | IT operations and endpoint | 22% | 1 of 99 | 0% | 13 | accepted challenger |
| Cloud security posture management | Cloud and infrastructure | 14% | 3 of 53 | 15% | 53 | accepted challenger |
| Endpoint detection and response | Security operations | 14% | 4 of 54 | 0% | 10 | accepted challenger |
| Container and Kubernetes security | Cloud and infrastructure | 0% | 53 of 78 | 33% | 3 | under 10 labels · led by Aqua Security at 18% |
| Vulnerability management platforms | Security operations | 0% | 26 of 80 | 0% | 2 | under 10 labels · led by Rapid7 InsightVM at 45% |
| Extended detection and response | Security operations | 0% | 33 of 61 | 0% | 1 | under 10 labels · led by Microsoft Defender XDR at 63% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 4 | 2 | 1 | 0 | 7 |
| GPT-5.4 mini | 6 | 2 | 0 | 1 | 9 |
| Gemini 3.5 Flash | 2 | 8 | 0 | 1 | 11 |
| Perplexity Sonar | 4 | 5 | 1 | 0 | 10 |
| Grok 4.1 Fast | 4 | 7 | 2 | 1 | 14 |
| Mistral Small | 4 | 3 | 1 | 1 | 9 |
| DeepSeek V4 Flash | 3 | 7 | 2 | 2 | 14 |
| Llama 4 Maverick | 2 | 2 | 3 | 0 | 7 |
| Qwen 3.7 Flash | 1 | 7 | 1 | 1 | 10 |
| Kimi K2 | 3 | 8 | 1 | 4 | 16 |
| GLM 4.7 FlashX | 5 | 6 | 0 | 0 | 11 |
| MiniMax M2.5 | 4 | 5 | 2 | 0 | 11 |
Verbatim evidence the judge attached to positive labels.
“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 · CNAPP · direct prompt · first choice
“If you're already using Microsoft 365, Defender for Business often provides the best value since it may already be included in your subscription.” Claude Haiku 4.5 · Endpoint protection · budget prompt · first choice
“the best EDR choice is usually Microsoft Defender for Business if you already use Microsoft 365, because it has the lowest entry price” Perplexity Sonar · EDR · budget prompt · first choice
“Best if you want CSPM as part of a broader CNAPP platform.... Choose Microsoft Defender for Cloud if you want a multicloud CNAPP” GPT-5.4 mini · CSPM · comparative prompt · first choice
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Avoid relying exclusively on AWS Security Hub, Azure Defender, or Google Security Command Center as your primary CNAPP.” Qwen 3.7 Flash · CNAPP · negative prompt · hard negative
“Ecosystem lock-in risk: While functional for Azure-heavy environments, native-first platforms create gravitational pull toward a single cloud ecosystem” Kimi K2 · CSPM · negative prompt · soft negative
“there are concerns about neutrality and potential vendor lock-in. Buyers with multi-cloud needs ... should negotiate strong roadmap-protection language” Mistral Small · CSPM · negative prompt · soft negative
“Reviewers of Microsoft Defender for Cloud note the UI can feel cluttered and policy customization can be cumbersome.” GPT-5.4 mini · CSPM · negative prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 413 of the 478 answers that named Microsoft Defender for Cloud and are not a share of its labels.
1,553 of the 1,553 domain citations in answers naming Microsoft Defender for Cloud came from somebody else's page.
Pages are listed as the models cited them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Microsoft Defender for Cloud's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Microsoft Defender for Cloud, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at microsoft.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.