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How do AI models rank Identity & Access Management?

The public record of what ChatGPT, Claude, Gemini, and Perplexity recommend. Ranked across 10 brands, dated at every close.

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Microsoft Entra ID holds #1 on consensus, at 25.

  • ChatGPT
  • Claude
  • GeminiMicrosoft Entra ID
  • Perplexity
Identity & Access Management: how 4 AI models rank the top brands. Each model column is ranked independently.
Consensus rankAPI + Search: measured on the official model API with web search enabledChatGPT#1 Microsoft Entra IDClaude#1 Microsoft Entra IDGemini#1 Microsoft Entra IDPerplexity#1 Microsoft Entra ID
1
Microsoft Entra IDUp 1 from the last close
25
Not named by ChatGPTNot named by Claude
#1100Up 1 from the last close
Not named by Perplexity
2
Okta Workforce Identity CloudNew entry at the last close
21
Not named by ChatGPTNot named by Claude
#285New entry at the last close
Not named by Perplexity
3
Ping IdentityNo change from the last close
18
Not named by ChatGPTNot named by Claude
#372No change from the last close
Not named by Perplexity
4
CyberArk IdentityNew entry at the last close
15
Not named by ChatGPTNot named by Claude
#461New entry at the last close
Not named by Perplexity
5
SailPoint Identity PlatformNew entry at the last close
13
Not named by ChatGPTNot named by Claude
#552New entry at the last close
Not named by Perplexity
6
IBM Security VerifyUp 2 from the last close
11
Not named by ChatGPTNot named by Claude
#644Up 2 from the last close
Not named by Perplexity
7
JumpCloudUp 3 from the last close
10
Not named by ChatGPTNot named by Claude
#738Up 3 from the last close
Not named by Perplexity
8
One Identity (OneLogin)New entry at the last close
8
Not named by ChatGPTNot named by Claude
#832New entry at the last close
Not named by Perplexity
9
DelineaNew entry at the last close
7
Not named by ChatGPTNot named by Claude
#927New entry at the last close
Not named by Perplexity
10
Oracle Identity ManagementNew entry at the last close
6
Not named by ChatGPTNot named by Claude
#1023New entry at the last close
Not named by Perplexity
Swipe4 models

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Full glossary

The record so far.

Consensus rank · top 5
12345Jul 27, 2026Aug 24, 2026
Microsoft Entra IDOkta Workforce Identity CloudPing IdentityCyberArk IdentitySailPoint Identity Platform
Consensus rank by close for the top 5 brands, oldest close first
BrandJul 27, 2026Aug 24, 2026
Microsoft Entra ID#2#1
Okta Workforce Identity Cloudnot ranked#2
Ping Identity#3#3
CyberArk Identitynot ranked#4
SailPoint Identity Platformnot ranked#5

The receipts.

Recorded 2026-08-24 · 4 model answers

The unedited answers this ranking is scored from. We record what each model said, word for word. Nothing summarized, nothing editorialized.

ChatGPT11 sources

ChatGPT · Recorded 2026-08-24

{"answer":"My genuine recommendation: for most large enterprises, make Microsoft Entra ID the primary workforce identity control plane *if you are already standardized on Microsoft 365, Windows, and Azure*; otherwise, choose Okta Workforce Identity for the strongest vendor-neutral default. Do not expect one product to be best at workforce SSO, deep IGA, and privileged/machine identity security simultaneously—mature enterprises commonly pair an access-management platform with SailPoint/Saviynt/Omada for governance and CyberArk/Delinea for high-risk privileged access.\n\nThis is a ranking for enterprise workforce IAM and identity security, not a CIAM-only shortlist; capability breadth, security fit, ecosystem, hybrid support, and implementation realities matter more than analyst-quadrant position alone. Gartner’s latest Access Management research includes CyberArk, Microsoft, Okta, and Ping Identity among the evaluated vendors, while its 2025 critical-capabilities summary put Ping and Okta at the top across its assessed use cases. \n\n1. Microsoft Entra ID — The best practical choice for a Microsoft-centric enterprise because Conditional Access, MFA/passkeys, device posture, PIM, lifecycle workflows, entitlement management, and access reviews operate closely with Microsoft 365, Azure, and Intune; it is less compelling as the sole strategic IAM layer in a strongly heterogeneous environment. \n\n2. Okta Workforce Identity — The strongest vendor-neutral workforce IAM default, with mature SSO, adaptive/phishing-resistant MFA, lifecycle automation, access governance, privileged access, and a very broad SaaS integration ecosystem—choose it when rapid adoption and cross-cloud application coverage matter more than native Microsoft integration. \n\n3. Ping Identity (PingOne for Workforce / PingFederate ecosystem) — The best fit for highly complex hybrid, federation-heavy, or custom-policy environments where you need more identity orchestration and architectural flexibility than a typical SaaS-first deployment provides. \n\n4. CyberArk Identity Security Platform — My first security-led choice when privileged administrators, service accounts, secrets, cloud workloads, and machine identities are major attack paths, because it combines workforce controls with deep privilege-centric security; it is usually best deployed alongside rather than instead of a broad workforce IdP. \n\n5. SailPoint Identity Security Cloud — The strongest recommendation for enterprises whose core problem is governing access at scale—certifications, toxic combinations, lifecycle controls, cloud entitlements, and non-human identities—rather than simply delivering SSO and MFA. \n\n6. Saviynt Identity Cloud — A top-tier alternative to SailPoint for large, regulated organizations that want cloud-delivered IGA plus broader converged controls around application access, cloud security, and privileged access, but it deserves a rigorous implementation proof of concept. \n\n7. IBM Verify — A credible choice for organizations with substantial legacy, on-premises, or hybrid complexity that need an enterprise IAM platform spanning federation, conditional access, governance, lifecycle management, and a vendor-neutral identity-fabric approach. \n\n8. Omada Identity Cloud — A very good governance-first option for enterprises prioritizing access certifications, lifecycle automation, provisioning, risk analytics, and comparatively faster SaaS IGA time-to-value, but it is not the first product I would choose as the primary SSO/MFA control plane. \n\n9. One Identity Unified Identity Platform — Worth serious consideration where Active Directory/Entra administration, IGA, and PAM consolidation are strategic priorities, particularly for enterprises looking to rationalize an established identity estate rather than adopt a pure-play cloud IdP. \n\n10. Delinea Platform — A credible security platform for PAM-heavy environments that want continuous authorization and privileged access controls across human, machine, and AI identities, though I would normally pair it with Entra, Okta, or Ping for mainstream workforce IAM. \n\nShort buying guidance:\n- Microsoft-first enterprise: buy Entra ID, then add CyberArk for serious PAM/machine identity and SailPoint or Saviynt only if Entra governance cannot meet your compliance or entitlement-model complexity.\n- Mixed SaaS / multi-cloud enterprise: buy Okta or Ping Identity as the IdP; add SailPoint, Saviynt, or Omada

Clauderaw answer

Claude · Recorded 2026-08-24

Based on current analyst rankings (Gartner Magic Quadrant for Access Management, Nov 2025; Gartner PAM MQ 2025; KuppingerCole Leadership Compass) and real-world enterprise adoption, here's my honest ranked take:

1. Microsoft Entra ID (formerly Azure AD) – The default choice for any org already on Microsoft 365/Azure; a 9-time Gartner Leader with unmatched native conditional access, FIDO2/passwordless support, and Sentinel integration, making it the easiest and often cheapest 'first IAM platform' for most enterprises.

2. Okta (Workforce Identity + Auth0) – The best vendor-neutral choice for multi-cloud, multi-SaaS environments, with the largest integration catalog (7,000+ connectors) and 9 consecutive years as a Gartner Leader; ideal if you don't want to be locked into one cloud ecosystem.

3. Ping Identity (now including ForgeRock) – The strongest pick for large, complex hybrid enterprises needing federated SSO across legacy and cloud systems, decentralized identity, and heavy API security, and a top KuppingerCole CIAM leader.

4. SailPoint – The reference standard for Identity Governance and Administration (IGA); choose this alongside your access-management platform if audit, certification, and access-review compliance (SOX, HIPAA, etc.) is your top pain point.

5. CyberArk – The most established Privileged Access Management (PAM) vendor, essential if protecting admin credentials, secrets, and non-human identities from takeover is a priority (pair it with whichever workforce IAM you pick above).

6. IBM Verify – A solid, broad suite (access + governance + risk) that's a natural fit for large, regulated enterprises already invested in IBM's hybrid infrastructure, and a first-time/repeat Gartner Access Management Leader.

7. Saviynt – A strong cloud-native alternative to SailPoint that converges IGA and PAM on one platform, appealing if you want fewer point tools and better coverage of machine/non-human identities.

8. BeyondTrust – A top-rated PAM specialist (highest 'Ability to Execute' in Gartner's 2025 PAM MQ), a good CyberArk alternative especially for endpoint privilege management and remote access use cases.

9. One Identity – Worth shortlisting for organizations with heavy hybrid Active Directory environments or strong non-human-identity governance needs, per recent KuppingerCole and PeerSpot recognitions.

10. Cisco Duo – A good, low-friction MFA/access-security layer if you're already a Cisco shop or need to bolt strong phishing-resistant authentication onto an existing IAM stack rather than replace it.

Bottom line for a real buyer: most enterprises end up running a combination rather than a single tool — typically Microsoft Entra ID or Okta as the workforce IAM/SSO backbone, SailPoint or Saviynt for governance, and CyberArk or BeyondTrust for privileged access. If you had to pick just one platform to anchor your enterprise identity strategy today, Microsoft Entra ID (if Microsoft-centric) or Okta (if multi-vendor/cloud-agnostic) are the safest, most future-proof bets.

Geminiraw answer

Gemini · Recorded 2026-08-24

Here is a ranked list of the top IAM platforms for enterprise security based on general market consensus and enterprise capabilities: 1. Microsoft Entra ID: It offers seamless integration with the ubiquitous Microsoft ecosystem and provides robust conditional access policies. 2. Okta Workforce Identity Cloud: It is widely considered the leading independent identity provider with an unmatched directory of pre-built application integrations. 3. Ping Identity: It is ideal for complex hybrid IT environments requiring highly customizable enterprise-grade identity solutions. 4. CyberArk Identity: It excels by blending standard access management with industry-leading privileged access management capabilities. 5. SailPoint Identity Platform: It is the gold standard for Identity Governance and Administration (IGA) and compliance-driven provisioning. 6. IBM Security Verify: It provides deep enterprise scalability and strong AI-driven risk-based authentication for large deployments. 7. JumpCloud: It is an excellent directory-as-a-service choice for cloud-forward or mixed-OS environments that need a unified platform. 8. One Identity (OneLogin): It delivers a highly streamlined and rapid deployment experience for workforce access management. 9. Delinea: It offers a strong focus on seamless privilege management and vaulting within the broader access lifecycle. 10. Oracle Identity Management: It remains a powerful albeit traditional choice for organizations heavily invested in the Oracle infrastructure ecosystem.

Perplexity15 sources

Perplexity · Recorded 2026-08-24

[ { "name": "Microsoft Entra ID (Azure AD)", "reason": "Top recommendation for large enterprises already on Microsoft 365 or Azure, combining mature access management, conditional access, and governance at scale, and consistently ranked as a Gartner Magic Quadrant leader for access management.", "why_ranked_here": "If you are a Microsoft-first organization, Entra ID usually delivers the best balance of security depth, ecosystem integration, and total cost of ownership; I would start here unless you have a strong multi-cloud or non-Microsoft strategy." }, { "name": "Okta Workforce Identity Cloud", "reason": "Best independent cloud IAM for heterogeneous SaaS and multi-cloud, with very strong SSO, adaptive MFA, lifecycle management, and thousands of pre-built integrations, also repeatedly recognized as a leader in analyst evaluations.", "why_ranked_here": "For enterprises that don’t want to be locked into a single cloud or productivity suite, Okta is the most versatile and future-proof choice, and I would pick it over Entra if neutrality and cross-vendor flexibility are your top priorities." }, { "name": "Ping Identity (PingOne platform)", "reason": "Best fit for complex hybrid and federation-heavy environments, offering deep policy control, strong standards support, and leadership status in access management, particularly valued by large regulated enterprises.", "why_ranked_here": "If you have legacy on‑prem, multiple IdPs, or sophisticated federation and policy needs, Ping is often the most robust choice; I would recommend it where architectural complexity and fine-grained control matter more than ease of SaaS deployment." }, { "name": "SailPoint Identity Security Cloud", "reason": "Leading identity governance and administration (IGA) platform, providing strong access certification, role management, and compliance-focused controls that complement SSO/MFA platforms like Entra or Okta.", "why_ranked_here": "For enterprises with heavy audit, compliance, and least‑privilege requirements, SailPoint is the governance backbone I would pair with your primary access management platform rather than replace it." }, { "name": "CyberArk Identity and PAM suite", "reason": "Best-in-class privileged access management (PAM) combined with workforce identity tools, designed to lock down admin and high‑risk accounts across servers, cloud, and infrastructure.", "why_ranked_here": "If privileged accounts and infrastructure access are your highest risk, CyberArk is the vendor I would prioritize first and then integrate with Entra or Okta for broad workforce IAM." }, { "name": "Saviynt Enterprise Identity Cloud", "reason": "Strong converged IGA + PAM + application access governance in a cloud-only platform, attractive for enterprises wanting to consolidate multiple identity and privilege tools under one vendor.", "why_ranked_here": "For organizations looking to rationalize several legacy governance and PAM tools into a single modern SaaS platform, Saviynt is a high‑quality option I would consider alongside SailPoint + CyberArk as an alternative consolidation strategy." }, { "name": "JumpCloud", "reason": "Best for mid-market and distributed environments needing unified directory + IAM + device management, providing cloud-managed identity across Windows, macOS, Linux, and mobile.", "why_ranked_here": "If you’re a mid-sized enterprise or fast‑growing company trying to move away from traditional AD and manage devices and identity together, JumpCloud is a pragmatic, cost-effective choice I would put near the top of your shortlist." }, { "name": "AWS Identity and Access Management (IAM) and AWS IAM ecosystem", "reason": "Essential for AWS-centric enterprises, offering granular least‑privilege controls and native integration across AWS services, but focused more on cloud infrastructure access than broad workforce SSO.", "why_ranked_here": "If most of your critical workloads are in AWS, you will use AWS IAM regardless; I would treat it as mandatory infrastructure IAM and still pair it with Okta or Entra for workforce and SaaS access." }, { "name": "Google Cloud Identity and Access Management", "reason": "Necessary building block for Google Cloud and Workspace-centric environments, delivering robust role-based access for GCP plus identity and access for Google productivity tooling.", "why_ranked_here": "For organizations deeply invested in Google Cloud and Workspace, Google IAM is a given; I would augment it with a dedicated IAM like Okta or Entra if you need broader cross‑SaaS lifecycle management and governance." }, { "name": "ManageEngine AD360 / other AD‑centric IAM suites", "reason": "Strong option for organizations staying on-prem or hybrid with heavy Active Directory dependence, bundling identity management, access control, and governance around Windows-centric infrastructures.", "why_ranked_here": "If you have a large, entrenched AD footprint and are not ready for a full cloud migration, an AD‑centric suite like AD360 can be a practical bridge; I would still advise planning a long‑term move to Entra, Okta, or Ping for modern cloud IAM." } ]

How this ranking is measured780 queries · 4 models · updated aug 24, 2026Live data

This is the public record for Identity & Access Management: the same questions, every model, every close. We ask each model the real questions buyers ask in this category and record which brands it recommends and in what order. A brand recommended at position i scores 100 × 0.85^(i−1) for that model (#1 = 100, #2 = 85, #3 = 72, …); unmentioned brands score 0.

Each model is ranked independently, so the columns disagree when the models disagree. The consensus score is the mean across the 4 models recorded at this close, and movement compares against the previous close.

We report what the models say. We don’t editorialize, and brands can’t pay to change their position.

This ranking is live: the numbers come from recorded model answers captured through the official model APIs, scored with the published formula above. The raw answers are on this page under “The receipts.”

What we measure
We measure on the official model APIs: the same question, the same settings, the same week, for every brand. Web search is on, so the models can draw on what is live on the web. Nothing is personalized to a user, which is what makes the columns comparable.
What we don’t
The consumer apps are a different surface. What a person sees inside a chat app can carry memory, personalization, and live experiments on top of the same model, so its answers can differ from the API’s. We do not measure that surface yet. True browser listings, recorded from the consumer apps, arrive with WDIR Ranked, the Pro product. WDIR Ranked · Coming soon

Updated Aug 24, 2026 · week of 2026-08-24

The written record

Read the Best Identity & Access Management guide.

The same record as an editorial answer, with the reasoning spelled out: who leads, who is climbing, and where the models disagree.

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