| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Extended detection and response | Security operations | 63% | 1 of 61 | 11% | 57 | endorsed leader |
| Endpoint detection and response | Security operations | 0% | 25 of 54 | 33% | 3 | under 10 labels · led by Bitdefender GravityZone at 20% |
| Security awareness training | Security operations | 0% | 52 of 65 | 0% | 1 | under 10 labels · led by KnowBe4 at 42% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 3 | 1 | 0 | 2 | 6 |
| Gemini 3.5 Flash | 2 | 2 | 0 | 0 | 4 |
| Perplexity Sonar | 2 | 1 | 0 | 1 | 4 |
| Grok 4.1 Fast | 2 | 2 | 2 | 0 | 6 |
| Mistral Small | 2 | 2 | 1 | 0 | 5 |
| DeepSeek V4 Flash | 4 | 1 | 0 | 1 | 6 |
| Llama 4 Maverick | 2 | 0 | 2 | 0 | 4 |
| Qwen 3.7 Flash | 3 | 3 | 2 | 1 | 9 |
| Kimi K2 | 3 | 1 | 1 | 1 | 6 |
| GLM 4.7 FlashX | 3 | 1 | 0 | 0 | 4 |
| MiniMax M2.5 | 2 | 1 | 1 | 1 | 5 |
Verbatim evidence the judge attached to positive labels.
“If you already pay for M365 Business Premium / E5: Use Microsoft Defender XDR. It is functionally free for your budget because it is already bundled.” Gemini 3.5 Flash · XDR · budget prompt · first choice
“Microsoft Defender XDR - an industry-leading XDR platform that provides unified investigation and response capabilities across various assets.” Llama 4 Maverick · XDR · paraphrase prompt · first choice
“If you're on Microsoft 365 E5: Start with Defender XDR—it's cost-effective, scales well for mid-market... best overall value” Grok 4.1 Fast · XDR · direct prompt · first choice
“Microsoft Defender XDR is generally the best default recommendation due to its cost-efficiency and deep integration” GLM 4.7 FlashX · XDR · paraphrase 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.
“Vendor-native suites if you are not already standardized on that vendor: Microsoft Defender XDR is especially compelling in Microsoft 365 estates... outside those contexts, fit can be much weaker.” Perplexity Sonar · XDR · negative prompt · soft negative
“strong integration value, but reviewers report false positives, alert grouping issues, and a UI that can be non-intuitive” GPT-5.4 mini · EDR · negative prompt · soft negative
“frequently cited by smaller or purely security-focused teams as having a complex deployment curve” Qwen 3.7 Flash · XDR · negative prompt · soft negative
“strong in Microsoft-heavy environments, but can be noisy and less flexible outside that ecosystem” GPT-5.4 mini · XDR · 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 142 of the 163 answers that named Microsoft Defender XDR and are not a share of its labels.
619 of the 619 domain citations in answers naming Microsoft Defender XDR 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 XDR'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 XDR, 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.