| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Extended detection and response | Security operations | 40% | 1 of 58 | 15% | 61 | endorsed leader | ▼−25Since September 2026: 63% → 39%, −25 points. Past the 11-point floor: movement. Read over the models both editions asked. |
| Identity threat detection and response | Identity and access | 2% | 11 of 105 | 0% | 1 | under 10 labels · led by Huntress Managed ITDR at 51% | |
| AI security platforms | Security operations | 2% | 14 of 233 | 0% | 6 | under 10 labels · led by SentinelOne Singularity at 11% | |
| Data loss prevention | Security operations | 0% | 40 of 89 | 0% | 1 | under 10 labels · led by Microsoft Purview DLP at 46% | newNew since September 2026: not ranked then, 0% now. |
| Deception technology | Security operations | 0% | 48 of 94 | 0% | 1 | under 10 labels · led by Thinkst Canary at 37% | |
| Endpoint detection and response | Security operations | 0% | 21 of 55 | 0% | 1 | under 10 labels · led by Microsoft Defender for Endpoint at 30% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Microsoft 365 management | IT operations and endpoint | 0% | 60 of 149 | 0% | 1 | under 10 labels · led by CoreView at 20% |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| XDR | 63% | 39% | ▼−25Since September 2026: 63% → 39%, −25 points. Past the 11-point floor: movement. Read over the models both editions asked. | Moved past the floor | Rank 1 of 58, unchanged |
| ITDR | 0% | 3% | newNew since September 2026: not ranked then, 3% now. | New this edition | Rank 11 of 105, unchanged |
| AI security | 0% | 2% | newNew since September 2026: not ranked then, 2% now. | New this edition | Rank 14 of 233, unchanged |
| DLP | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 40 of 89, unchanged |
| Deception | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 48 of 94, unchanged |
| EDR | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 23 → 21 of 55 |
| M365 management | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 60 of 149, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 2 | 2 | 0 | 5 |
| GPT-5.4 mini | 3 | 1 | 0 | 1 | 5 |
| Gemini 3.5 Flash | 1 | 3 | 0 | 1 | 5 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.20 | 4 | 1 | 1 | 1 | 7 |
| Mistral Small | 2 | 2 | 3 | 0 | 7 |
| DeepSeek V4 Flash | 1 | 4 | 1 | 1 | 7 |
| Llama 4 Maverick | 0 | 1 | 0 | 1 | 2 |
| Qwen 3.7 Flash | 3 | 5 | 1 | 0 | 9 |
| Kimi K2 | 1 | 2 | 0 | 1 | 4 |
| GLM 4.7 FlashX | 3 | 2 | 1 | 0 | 6 |
| MiniMax M2.5 | 4 | 0 | 0 | 1 | 5 |
| GPT-6 Luna | 3 | 1 | 0 | 1 | 5 |
| Muse Glimmer 30B | 1 | 2 | 0 | 1 | 4 |
Verbatim evidence the judge attached to positive labels.
“Microsoft Entra ID Protection + Microsoft Defender XDR is the best overall choice due to its integration, ease of use, and scalability” Mistral Small · ITDR · direct prompt · first choice
“Microsoft Defender XDR is the most cost-effective entry into enterprise-grade XDR for organizations already running Microsoft 365.” Claude Haiku 4.5 · XDR · budget prompt · first choice
“I'd recommend starting with Microsoft Defender XDR if you're already in the Microsoft ecosystem, or CrowdStrike Falcon” MiniMax M2.5 · XDR · paraphrase prompt · first choice
“For a company on a tight budget, the best value is usually Microsoft Defender—especially if you already use Microsoft 365.” GPT-6 Luna · XDR · budget 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.
“it is recommended to avoid buying into the full enterprise-grade Microsoft Defender XDR” Llama 4 Maverick · XDR · negative prompt · hard negative
“Microsoft documents that some Defender TVM tables are not ingested into Microsoft Sentinel, so queries can behave differently across platforms.” GPT-5.4 mini · XDR · negative prompt · soft negative
“its correlation capabilities deteriorate significantly if your environment isn't fully integrated into the Microsoft 365 and Azure ecosystem” Gemini 3.5 Flash · XDR · negative prompt · soft negative
“Be cautious if you’re <300 users, need a clean multi-tenant MSP console, or don’t want to build KQL tuning skills.” Muse Glimmer 30B · XDR · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 191 of the 201 answers that named Microsoft Defender XDR and are not a share of its labels.
644 of the 644 domain citations in answers naming Microsoft Defender XDR came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
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.
A new claim receives the current edition's vendor brief for Microsoft Defender XDR by email, built from the raw record of the edition. It shows:
AI models recommend Microsoft Defender XDR first in Extended detection and response this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.