| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Identity threat detection and response | Identity and access | 14% | 2 of 105 | 8% | 38 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 3 | 0 | 1 | 5 |
| GPT-5.4 mini | 2 | 1 | 1 | 0 | 4 |
| Gemini 3.5 Flash | 1 | 3 | 0 | 1 | 5 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.1 Fast | 1 | 4 | 0 | 0 | 5 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 1 | 1 | 0 | 0 | 2 |
| Kimi K2 | 2 | 1 | 0 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 3 | 0 | 1 | 4 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 1 | 1 | 0 | 0 | 2 |
| Muse Glimmer 30B | 1 | 3 | 0 | 0 | 4 |
Verbatim evidence the judge attached to positive labels.
“Look to CrowdStrike Falcon Identity or Microsoft Defender for Identity. The integration of endpoint telemetry and identity logs provides a powerful, consolidated investigation workflow.” Gemini 3.5 Flash · ITDR · comparative prompt · first choice
“Microsoft Defender for Identity is the natural choice for M365 E5 customers, providing no-additional-cost ITDR with native Defender XDR integration” Claude Haiku 4.5 · ITDR · paraphrase prompt · first choice
“The "Zero Incremental Cost" Option: Microsoft Defender for Identity ... This is the highest ROI move you can make for a $0 incremental spend.” Qwen 3.7 Flash · ITDR · budget prompt · first choice
“Microsoft 365 E5 already in place and want minimal add-on cost → start with Defender for Identity / Entra ID Protection.” Muse Glimmer 30B · ITDR · 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.
“Reviewers report heavy alert noise during onboarding that requires real tuning time and limited value outside Microsoft-centric environments, with rigid customization.” Claude Haiku 4.5 · ITDR · negative prompt · soft negative
“is top-tier for Active Directory and Entra ID, but if your enterprise also uses Okta, Ping, or AWS IAM, Microsoft's native tools will leave major visibility gaps.” Gemini 3.5 Flash · ITDR · negative prompt · soft negative
“Microsoft Defender for Identity users report that false positives on cloud-side detections require ongoing tuning effort and AD expertise” GLM 4.7 FlashX · ITDR · 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 108 of the 117 answers that named Microsoft Defender for Identity and are not a share of its labels.
479 of the 479 domain citations in answers naming Microsoft Defender for Identity came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 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 for Identity'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 Identity, 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 for Identity by email, built from the raw record of the edition. It shows:
Microsoft Defender for Identity is among the products AI models recommend first in Identity threat 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.