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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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Okta holds #1 on consensus, at 25.

  • ChatGPT
  • Claude
  • GeminiOkta
  • 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 OktaClaude#1 OktaGemini#1 OktaPerplexity#1 Okta
1
OktaNew entry at the last close
25
Not named by ChatGPTNot named by Claude
#1100New entry at the last close
Not named by Perplexity
2
Microsoft Entra IDNew 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 IdentityNew entry at the last close
18
Not named by ChatGPTNot named by Claude
#372New entry at the last close
Not named by Perplexity
4
CyberArkNew entry at the last close
15
Not named by ChatGPTNot named by Claude
#461New entry at the last close
Not named by Perplexity
5
SailPointNew entry at the last close
13
Not named by ChatGPTNot named by Claude
#552New entry at the last close
Not named by Perplexity
6
Cisco Duo SecurityNew entry at the last close
11
Not named by ChatGPTNot named by Claude
#644New entry at the last close
Not named by Perplexity
7
One IdentityNew entry at the last close
10
Not named by ChatGPTNot named by Claude
#738New entry at the last close
Not named by Perplexity
8
IBM Security VerifyNew entry at the last close
8
Not named by ChatGPTNot named by Claude
#832New entry at the last close
Not named by Perplexity
9
Thales SafeNet Trusted AccessNew entry at the last close
7
Not named by ChatGPTNot named by Claude
#927New entry at the last close
Not named by Perplexity
10
JumpCloudNew entry at the last close
6
Not named by ChatGPTNot named by Claude
#1023New entry at the last close
Not named by Perplexity
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Full glossary

The record begins.

Consensus rank · top 5

Week 1 of the record

The index closed for the first time on Jul 27, 2026. Movement begins at the next close.

Jul 27, 2026

The receipts.

Recorded 2026-07-27 · 4 model answers

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

ChatGPT10 sources

ChatGPT · Recorded 2026-07-27

## My real-buyer ranking for enterprise IAM

Important framing: no single product is best at every IAM discipline. Workforce access management (SSO/MFA/conditional access), identity governance (IGA), and privileged access management (PAM) are distinct problems; large security-conscious enterprises commonly pair an access-management platform with a dedicated IGA and/or PAM product. Gartner’s current access-management research identifies Microsoft, Okta, Ping Identity, and CyberArk among the key enterprise vendors, while its PAM research separately evaluates CyberArk, BeyondTrust, and Delinea.

1. Microsoft Entra ID — My default strongest recommendation for a Microsoft-centric enterprise because it combines workforce identity, Conditional Access, identity-risk controls, governance, and just-in-time privileged-role controls in the ecosystem most such organizations already operate.

2. Okta Workforce Identity — The best independent, cloud-first workforce IAM choice for organizations with a heterogeneous SaaS estate that want polished SSO, MFA, lifecycle automation, and broad application integration without being architecturally tied to Microsoft. Gartner’s 2025 Critical Capabilities research placed Okta and Ping at the top across its scored access-management use cases.

3. Ping Identity (PingOne / PingFederate / PingAccess) — Choose Ping for complex, large-scale hybrid environments where deep federation, policy control, on-premises integration, and configurable customer/partner identity flows matter more than the simplest administrator experience.

4. CyberArk Identity Security Platform — The strongest security-first choice when privileged accounts, service accounts, secrets, machine identities, and high-assurance administrative access are central risks, though I would usually deploy it alongside Entra, Okta, or Ping rather than as the sole workforce IdP.

5. SailPoint Identity Security Cloud — My leading dedicated IGA recommendation for enterprises that need robust joiner-mover-leaver processes, entitlement visibility, access certification, policy enforcement, and audit evidence across hundreds of systems; it is governance-first, not a replacement for a primary SSO/MFA platform.

6. Saviynt Identity Cloud — A very credible alternative to SailPoint, especially for organizations seeking cloud-native governance with strong application-access governance, automated provisioning/deprovisioning, risk-based reviews, and a path to consolidate some PAM use cases.

7. BeyondTrust — A top PAM choice, particularly when secure remote/vendor access, endpoint privilege management, and fast operational execution are major requirements; it is a strong contender against CyberArk rather than a primary workforce-identity replacement.

8. Delinea — A credible PAM platform for buyers prioritizing practical credential vaulting, password rotation, session control, and a generally less heavyweight program than a full CyberArk rollout, but validate cloud and machine-identity requirements carefully in the proof of concept.

9. One Identity — A sensible fit for hybrid enterprises with substantial Active Directory, legacy application, and governance complexity, particularly where Identity Manager and the broader One Identity portfolio match existing operational skills.

10. IBM Security Verify / Verify Governance — Still credible for very large, regulated, and integration-heavy enterprises—especially those with existing IBM security infrastructure—but I would rank it behind the cloud-native leaders for most greenfield workforce IAM programs.

## What I would actually buy

- Predominantly Microsoft 365/Azure enterprise: start with Microsoft Entra ID, then add CyberArk or BeyondTrust if privileged access extends materially beyond Microsoft resources, and add SailPoint or Saviynt if compliance requires enterprise-grade certification and entitlement governance. - Heterogeneous SaaS / Google / multi-cloud enterprise: start with Okta; choose Ping instead if sophisticated hybrid federation, custom policy, or CIAM/partner requirements dominate; then add a dedicated PAM and IGA layer as needed. - Heavily regulated or breach-sensitive enterprise: do not force a “one IAM platform” outcome—use Entra/Okta/Ping for workforce access + CyberArk for privilege + SailPoint or Saviynt for governance.

I would shortlist Entra ID, Okta, Ping, CyberArk, SailPoint, and Saviynt for nearly any serious enterprise evaluation, then reduce the field based on your existing Microsoft footprint, legacy/on-premises dependencies, privileged-machine exposure, compliance burden, and ability to staff the implementation.

Clauderaw answer

Claude · Recorded 2026-07-27

IAM is a broad category (workforce access management, CIAM, PAM, identity governance) so "best" depends on your use case, but here's a ranked list of the platforms most consistently recommended by analysts (Gartner, Forrester) and practitioners for enterprise security, from strongest to weaker fits:

1. Okta (incl. Auth0) – The most consistently top-rated independent identity vendor (a Gartner Access Management Leader for nine straight years), with the broadest ecosystem of integrations, making it the default pick for enterprises that want a best-of-breed, vendor-neutral IAM backbone.

2. Microsoft Entra ID (formerly Azure AD) – Also a nine-time Gartner Access Management Leader, and the easiest, most cost-effective choice for organizations already deep in Microsoft 365/Azure, now with added AI-agent identity features (Entra Agent ID).

3. Ping Identity (now part of Ping/ForgeRock under Thoma Bravo) – A perennial Leader praised for strong vision and flexibility, especially for complex hybrid/on-prem plus cloud CIAM and workforce access needs, though pricing and deployment complexity are common criticisms.

4. ForgeRock (merged into Ping) – Historically a Leader in its own right for highly customizable, developer-friendly CIAM and orchestration, now consolidated into the Ping portfolio but still relevant for large, complex identity architectures.

5. IBM Security Verify – A Gartner Leader with strong enterprise credibility, particularly attractive to large regulated organizations already using IBM's broader security and mainframe/legacy ecosystem.

6. CyberArk – The go-to specialist for Privileged Access Management (PAM), essential as a complement (or core) to any enterprise IAM stack that needs to secure admin, service, and machine credentials.

7. SailPoint – The leading choice for Identity Governance and Administration (IGA)—access certification, lifecycle management, and compliance reporting for large, complex organizations.

8. OneLogin (One Identity) – A solid, budget-friendlier alternative for mid-size enterprises wanting core SSO/MFA without the full complexity (and price tag) of the top-tier platforms.

9. Oracle Identity Governance/Access Management – Best suited for large enterprises already standardized on Oracle databases/ERP, offering deep integration but less agility than cloud-native competitors.

10. AWS IAM Identity Center / Google Cloud Identity – Strong choices if your enterprise is primarily cloud-native and single-cloud (AWS or GCP respectively), but generally weaker than dedicated IAM vendors for multi-cloud or complex hybrid enterprise needs.

Bottom line: For a general-purpose enterprise IAM platform, Okta and Microsoft Entra ID are the strongest, most broadly recommended starting points—Okta if you want vendor independence and best-of-breed integrations, Entra ID if you're Microsoft-centric. Layer in CyberArk for privileged access and SailPoint for governance if your enterprise needs those specialized capabilities, which most large organizations eventually do.

Geminiraw answer

Gemini · Recorded 2026-07-27

Here is a ranked recommendation of the top Enterprise IAM (Identity and Access Management) platforms, ordered from strongest overall recommendation to more specialized or emerging options:

1. Okta: As the reigning vendor-agnostic market leader, Okta offers unparalleled integration capabilities with thousands of pre-built connectors for a seamless enterprise SSO and MFA experience.

2. Microsoft Entra ID (formerly Azure AD): Microsoft Entra ID is deeply embedded in the Microsoft ecosystem, making it the most logical and powerful choice for enterprises heavily invested in Microsoft 365 and Azure.

3. Ping Identity: Ping Identity excels in complex, hybrid IT environments, offering highly customizable, enterprise-grade solutions that cater perfectly to both workforce and customer identity needs.

4. CyberArk: CyberArk is the undisputed leader in Privileged Access Management (PAM), making it an absolute security necessity for locking down administrative credentials and protecting against advanced threats.

5. SailPoint: SailPoint is the premier choice for Identity Governance and Administration (IGA), providing the deep visibility, role management, and automated compliance tracking required by highly regulated enterprises.

6. Cisco Duo Security: Duo Security delivers incredibly user-friendly Multi-Factor Authentication (MFA) alongside zero-trust device posture checks, guaranteeing high user adoption without friction.

7. One Identity (including OneLogin): One Identity provides a comprehensive, end-to-end portfolio that effectively bridges the gap between traditional identity governance and modern, rapid-deployment access management.

8. IBM Security Verify: IBM offers a deeply robust and scalable identity platform that appeals to large, traditional global enterprises requiring extensive compliance controls and hybrid architectural support.

9. Thales SafeNet Trusted Access: Thales stands out for its high-assurance access management and hardware-backed authentication options, ideal for organizations operating in highly classified or sensitive data environments.

10. JumpCloud: JumpCloud serves as an excellent modern "Directory-as-a-Service," making it the top choice for cloud-native organizations that need robust access control across a mixed-device (Mac, Windows, Linux) workforce.

Perplexity8 sources

Perplexity · Recorded 2026-07-27

1. Okta – Best overall enterprise IAM for heterogeneous, cloud-forward environments due to its deep SaaS integrations, mature adaptive MFA/SSO, broad ecosystem, and strong track record at scale.

2. Microsoft Entra ID (formerly Azure AD) – Best choice if you’re already on Microsoft 365/Azure because it offers tight integration with the Microsoft stack, powerful conditional access, and robust identity protection built into the platform.

3. CyberArk Identity / CyberArk Workforce Identity – Best for organizations with significant privileged-access risk thanks to market‑leading PAM combined with solid workforce IAM, making it ideal when admin and service accounts are a primary concern.

4. Ping Identity – Best for complex, hybrid, and federated identity architectures because of its strong standards support (OIDC/SAML), flexible deployment (cloud/on‑prem), and suitability for advanced single sign‑on scenarios.

5. SailPoint IdentityIQ – Best for large enterprises prioritizing identity governance and compliance with rich role modeling, access certification, and lifecycle governance that excel in regulated and audit‑heavy environments.

6. One Identity – Best unified platform for governance + PAM + lifecycle management giving security teams an integrated suite to manage workforce and external identities while controlling access risk across hybrid infrastructures.

7. JumpCloud – Best for mid‑market and distributed workforces needing unified directory + IAM + device management offering cloud directory services with SSO, MFA, and MDM across Windows, macOS, Linux, and mobile.

8. AWS Identity and Access Management (IAM) – Best for organizations heavily invested in AWS infrastructure because it provides granular, least‑privilege controls and native integration across all AWS services with strong audit capabilities.

9. Google Cloud Identity & Access Management (IAM) – Best for organizations primarily building on Google Cloud with centralized policy management and fine‑grained access controls tightly integrated into the GCP ecosystem.

10. IBM Security IAM (ISAM / IBM Verify) – Best for established enterprises with legacy and hybrid environments that need a mature, extensible IAM stack from a traditional vendor, especially when IBM is already strategic in the environment.

How this ranking is measured780 queries · 4 models · updated this weekLive 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 this week · week of 2026-07-27

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.

Read the guide

Head to head.

Two brands from this ranking, compared model by model across every category they share.

Narrow the record.

The same question, tighter. Each refinement is measured the first time someone opens it.

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