| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Workforce identity and SSO | Identity and access | 46% | 1 of 44 | 9% | 67 | endorsed leader | ▲+6Since September 2026: 36% → 42%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Multi-factor authentication | Identity and access | 30% | 2 of 77 | 0% | 46 | endorsed leader | ▼−4Since September 2026: 30% → 26%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Identity governance | Identity and access | 6% | 7 of 76 | 22% | 9 | under 10 labels · led by Microsoft Entra ID Governance at 25% | ▲+6Since September 2026: 2% → 7%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Intelligent document processing | Data platform | 4% | 9 of 89 | 0% | 3 | under 10 labels · led by Nanonets at 32% | |
| Non-human identity management | Identity and access | 2% | 13 of 128 | 20% | 5 | under 10 labels · led by JumpCloud at 14% | |
| Identity threat detection and response | Identity and access | 0% | 18 of 105 | 0% | 8 | under 10 labels · led by Huntress Managed ITDR at 51% | |
| Microsoft 365 management | IT operations and endpoint | 0% | 42 of 149 | 29% | 7 | under 10 labels · led by CoreView at 20% | |
| Privileged access management | Identity and access | 0% | 68 of 73 | 60% | 5 | under 10 labels · led by Delinea Secret Server at 37% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Customer identity and access management | Identity and access | 0% | 28 of 70 | 25% | 4 | under 10 labels · led by Frontegg at 21% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Network access control | Network and edge | 0% | 31 of 111 | 0% | 3 | under 10 labels · led by Portnox Cloud at 35% | |
| Business password managers | Identity and access | 0% | 11 of 35 | 0% | 1 | under 10 labels · led by 1Password at 47% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Remote support and remote access | IT operations and endpoint | 0% | 31 of 77 | 0% | 1 | under 10 labels · led by Splashtop Remote Support at 23% | |
| SaaS management platforms | IT operations and endpoint | 0% | 38 of 64 | 0% | 1 | under 10 labels · led by Torii at 34% |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Workforce identity | 36% | 42% | ▲+6Since September 2026: 36% → 42%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 1 of 44, unchanged |
| IGA | 2% | 7% | ▲+6Since September 2026: 2% → 7%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 16 → 7 of 76 |
| Document processing | 0% | 5% | newNew since September 2026: not ranked then, 5% now. | New this edition | Rank 9 of 89, unchanged |
| MFA | 30% | 26% | ▼−4Since September 2026: 30% → 26%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 2 of 77, unchanged |
| NHI management | 0% | 3% | newNew since September 2026: not ranked then, 3% now. | New this edition | Rank 13 of 128, unchanged |
| PAM | 2% | 0% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 9 → 68 of 73 |
| CIAM | 2% | 0% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 14 → 28 of 70 |
| ITDR | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 18 of 105, unchanged |
| M365 management | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 42 of 149, unchanged |
| NAC | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 31 of 111, unchanged |
| Password managers | 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 17 → 11 of 35 |
| Remote support | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 31 of 77, unchanged |
| SaaS management | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 38 of 64, 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 | 5 | 3 | 2 | 1 | 11 |
| GPT-5.4 mini | 8 | 3 | 0 | 0 | 11 |
| Gemini 3.5 Flash | 7 | 5 | 0 | 2 | 14 |
| Perplexity Sonar | 2 | 5 | 1 | 2 | 10 |
| Grok 4.20 | 2 | 8 | 2 | 2 | 14 |
| Mistral Small | 3 | 3 | 2 | 1 | 9 |
| DeepSeek V4 Flash | 8 | 4 | 0 | 2 | 14 |
| Llama 4 Maverick | 1 | 1 | 1 | 0 | 3 |
| Qwen 3.7 Flash | 4 | 12 | 3 | 3 | 22 |
| Kimi K2 | 7 | 2 | 1 | 2 | 12 |
| GLM 4.7 FlashX | 3 | 5 | 0 | 0 | 8 |
| MiniMax M2.5 | 4 | 6 | 1 | 0 | 11 |
| GPT-6 Luna | 6 | 2 | 0 | 0 | 8 |
| Muse Glimmer 30B | 5 | 5 | 3 | 0 | 13 |
Verbatim evidence the judge attached to positive labels.
“If you're a Microsoft shop (most B2B mid-market firms are): Microsoft Entra ID MFA using Conditional Access policies — it's the most cost-effective, deeply integrated solution” DeepSeek V4 Flash · MFA · direct prompt · first choice
“Bottom Line: For most small businesses with tight budgets, Microsoft Entra ID (if on M365) or OneLogin Basic ($3/user/month) offer the best balance of features and cost.” Qwen 3.7 Flash · Workforce identity · budget prompt · first choice
“Tier 1 (Integrated/Free-ish): Microsoft Entra (Azure AD) or Duo (Cisco). ... sticking with Microsoft's native offering is often the path of least resistance and lowest cost.” Qwen 3.7 Flash · MFA · scale prompt · first choice
“look at their native governance offerings (*Okta Identity Governance* or *Entra ID Governance*). This minimizes the need to buy and integrate a whole separate platform.” Gemini 3.5 Flash · IGA · scale 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.
“Azure AD followed in mid-2025. Any script utilizing cmdlets like `Connect-MsolService` or `Connect-AzureAD` is broken.” Gemini 3.5 Flash · M365 management · negative prompt · hard negative
“Deprecated/End-of-Life Tools (Avoid Immediately) ... Deprecated as of March 30, 2024” Kimi K2 · M365 management · negative prompt · hard negative
“Avoid "big fish" vendors (like CyberArk or Microsoft Entra ID) for now” Qwen 3.7 Flash · PAM · budget prompt · hard negative
“Platforms like Microsoft Entra or Okta can work well for lighter governance needs, but sources note they have gaps in deeper IGA capabilities” Perplexity Sonar · IGA · 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 480 of the 543 answers that named Microsoft Entra ID and are not a share of its labels.
1,286 of the 1,286 domain citations in answers naming Microsoft Entra ID 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.
What Microsoft Entra ID's own pages state, read October 5, 2026: microsoft.com/en-us/security/business/identity-access/microsoft-entra-id. A claimed page can correct any of 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 Entra ID'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 Entra ID, 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 Entra ID by email, built from the raw record of the edition. It shows:
AI models recommend Microsoft Entra ID first in Workforce identity and SSO 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.
Microsoft Entra ID is among the products AI models recommend first in Multi-factor authentication 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.