| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Vulnerability management platforms | Security operations | 2% | 6 of 80 | 19% | 27 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 0 | 2 | 0 | 2 | 4 |
| Gemini 3.5 Flash | 0 | 3 | 0 | 0 | 3 |
| Perplexity Sonar | 0 | 2 | 0 | 1 | 3 |
| Grok 4.1 Fast | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 3 | 0 | 1 | 4 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 0 | 1 |
| Kimi K2 | 0 | 2 | 2 | 0 | 4 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“The "Zero Extra Cost" Option (If you have a Microsoft Ecosystem) Winner: Microsoft Defender Vulnerability Management” Qwen 3.7 Flash · Vuln management · budget prompt · first choice
“If your mid-market company is heavily standardized on Microsoft E5 licensing, Defender's built-in vulnerability management integrates natively with Microsoft Intune” Gemini 3.5 Flash · Vuln management · direct prompt · alternative
“For organizations already in the Microsoft ecosystem: Microsoft Defender Vulnerability Management is essentially free or very low-cost” GLM 4.7 FlashX · Vuln management · budget prompt · alternative
“or Microsoft Defender Vulnerability Management... enabling their built-in VM modules eliminates the need to deploy a second agent” Gemini 3.5 Flash · Vuln management · scale prompt · alternative
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.
“can be attractive, but it tends to be more compelling as part of a broader Microsoft security stack than as a standalone best-of-breed VM choice” GPT-5.4 mini · Vuln management · direct prompt · soft negative
“works better as one piece of a broader stack than as the primary platform ... accept the coverage tradeoffs for non-Windows assets” Claude Haiku 4.5 · Vuln management · comparative prompt · soft negative
“best suited for Microsoft environments, so non-Microsoft-heavy shops should be cautious about assuming broad fit” Perplexity Sonar · Vuln management · negative prompt · soft negative
“reviews mention overloaded dashboards, unclear remediation suggestions, and limited customization for some users” GPT-5.4 mini · Vuln management · 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 56 of the 70 answers that named Microsoft Defender Vulnerability Management and are not a share of its labels.
235 of the 235 domain citations in answers naming Microsoft Defender Vulnerability Management 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 Vulnerability Management'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 Vulnerability Management, 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.