# Okta: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 47 judge labels across 6 categories by 13 of 14 models. Page: https://www.gane.ai/index/it/vendors/okta

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Intelligent document processing](https://www.gane.ai/index/it/it-data/intelligent-document-processing/index.md) | 2% | 15 | 0% | 1 |
| [Customer identity and access management](https://www.gane.ai/index/it/identity/customer-identity-and-access-management/index.md) | 2% | 17 | 56% | 18 |
| [Non-human identity management](https://www.gane.ai/index/it/identity/non-human-identity-management/index.md) | 0% | 127 | 40% | 25 |
| [AI IT support agents](https://www.gane.ai/index/it/operations/ai-it-support-agents/index.md) | 0% | 77 | 0% | 1 |
| [Insider risk management](https://www.gane.ai/index/it/security/insider-risk-management/index.md) | 0% | 65 | 0% | 1 |
| [Microsegmentation](https://www.gane.ai/index/it/network/microsegmentation/index.md) | 0% | 75 | 0% | 1 |

## What the models said for it

- "Vendors to Consider: Okta (Auth0), Microsoft Entra External ID, Ping Identity/ForgeRock, OneLogin, Descope." (GLM 4.7 FlashX, CIAM)
- "or Okta if you have complex multi-SaaS requirements" (MiniMax M2.5, Document processing)
- "Best for: Organizations already standardized on Okta for workforce identity who want a unified identity approach" (DeepSeek V4 Flash, NHI management)
- "its AI-driven adaptive MFA and identity verification streamline password resets and access requests" (Qwen 3.7 Flash, AI IT agents)

## And against it

- "Multiple attacks (Lapsus$, 0ktapus) and support‑unit breaches since 2022... High‑value target; compromise of a leading IdaaS can cascade to many downstream services." (GLM 4.7 FlashX, CIAM)
- "you may want to be cautious about or avoid using HashiCorp Vault, SailPoint, Okta, and AWS Secrets Manager" (Llama 4 Maverick, NHI management)
- "Received a 46% negative rating in small business evaluations, indicating significant concerns" (Mistral Small, NHI management)
- "Avoid overkill enterprise tools like Okta's full suite or Ping Identity, which start higher." (Grok 4.20, CIAM)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 3 | 1 | 4 |
| GPT-5.4 mini | 0 | 1 | 0 | 1 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 2 | 2 |
| Perplexity Sonar | 0 | 2 | 0 | 1 | 3 |
| Grok 4.20 | 0 | 0 | 2 | 5 | 7 |
| Mistral Small | 0 | 0 | 1 | 1 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 3 | 3 | 7 |
| Llama 4 Maverick | 0 | 0 | 4 | 1 | 5 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 0 | 0 | 1 | 1 | 2 |
| GLM 4.7 FlashX | 1 | 0 | 1 | 3 | 5 |
| MiniMax M2.5 | 1 | 1 | 1 | 0 | 3 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 2 | 0 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named Okta, from 151 of the 165 answers that named it (only the models that return a source list).

### Domains cited

- securityboulevard.com: 60
- g2.com: 50
- startwithidentity.com: 47
- oneidentity.com: 45
- gane.ai/index: 40
- startupstash.com: 35
- expertinsights.com: 32
- research.isg-one.com: 31
- sourceforge.net: 27
- capterra.com: 24

### Pages cited

- https://oneidentity.com/learn/top-non-human-identity-and-agentic-ai-security-tools.aspx: 43
- https://research.isg-one.com/buyers-guide/information-technology/cybersecurity/non-human-identities-platforms/2026: 29
- https://expertinsights.com/identity-and-access-management/top-nhi-management-solutions: 23
- https://startupstash.com/top-non-human-identity-management-platforms: 22
- https://www.gane.ai/index/it/identity/non-human-identity-management/smb: 21
- https://startwithidentity.com/rankings: 21
- https://sourceforge.net/software/non-human-identity-management: 20
- https://microsoft.com/en-us/security/business/security-101/what-are-non-human-identities: 14

## In its own words

What Okta's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Secure Identity for Employees, Customers, and AI (https://okta.com/)
- For: Employees, Customers, and AI (https://okta.com/)
- Price stated: Pricing (https://okta.com/)
- Starting price: 6 per user/month (https://www.okta.com/pricing)
- Free plan or trial: Free trial (https://okta.com/)
- Integrations claimed: 50 (https://www.okta.com/pricing)
- Certifications: FedRAMP, HIPAA
- Customers named: Box, McLaren Racing, Wyndham Hotels & Resorts, Hitachi, Booking.com, Mars, FedEx, World Central Kitchen

## What it publishes

Every page okta.com exposes, read 2026-09-29: 10007 addresses. By kind, pages and the last 90 days:

- blog: 1303 pages, 6 in the last 90 days, latest 2026-09-22
- case study: 172 pages, 0 in the last 90 days, latest 2026-03-09
- webinar or virtual event: 292 pages, 1 in the last 90 days, latest 2026-09-10
- conference or event: 47 pages, 0 in the last 90 days, latest 2025-01-21
- report or ebook: 1069 pages, 0 in the last 90 days, latest undated
- comparison: 35 pages, 5 in the last 90 days, latest 2026-09-08
- template or tool: 3 pages, 0 in the last 90 days, latest 2024-04-12
- glossary or explainer: 65 pages, 8 in the last 90 days, latest 2026-09-22
- podcast or video: 1314 pages, 0 in the last 90 days, latest 2026-05-27
- news or press: 230 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-22 blog: 6 steps to practice strong laptop security https://www.okta.com/blog/identity-security/6-steps-to-practice-strong-laptop-security
- Recent: 2026-09-22 glossary or explainer: What is scim https://www.okta.com/blog/identity-security/what-is-scim
- Recent: 2026-09-22 blog: Cross app access enterprise ai https://www.okta.com/blog/product-innovation/cross-app-access-enterprise-ai
- Recent: 2026-09-21 blog: Google okta zero trust chrome android https://www.okta.com/blog/customers-and-partners/google-okta-zero-trust-chrome-android
- Recent: 2026-09-10 webinar or virtual event: Okta on demand saas integrations  connector deployment guide https://www.okta.com/blog/product-innovation/okta-on-demand-saas-integrations--connector-deployment-guide
- Recent: 2026-09-08 comparison: Soc 1 vs soc 2 https://www.okta.com/identity-101/soc-1-vs-soc-2

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.