# Aembit: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 35 judge labels across 1 category by 14 of 14 models. Page: https://www.gane.ai/index/it/vendors/aembit

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Non-human identity management](https://www.gane.ai/index/it/identity/non-human-identity-management/index.md) | 10% | 3 | 6% | 35 |

## What the models said for it

- "look especially at Aembit, Oasis Security, and Astrix — they've been noted as particularly well-suited for mid-market/cloud-first teams" (DeepSeek V4 Flash, NHI management)
- "Aembit stands out as the strongest overall choice for a mid-market B2B company" (Grok 4.20, NHI management)
- "For most mid-market B2B companies, I'd recommend starting with Aembit" (Kimi K2, NHI management)
- "Aembit is the strongest dedicated non-human identity management choice" (Perplexity Sonar, NHI management)

## And against it

- "also strong but may be better suited for engineering-led teams or those with more complex needs, as they tend to have enterprise-focused pricing models" (Mistral Small, NHI management)
- "brilliant in AWS/Azure, but if you have on-prem, multi-cloud, or legacy environments, integration depth varies" (DeepSeek V4 Flash, NHI management)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Aembit, from 94 of the 95 answers that named it (only the models that return a source list).

### Domains cited

- oneidentity.com: 49
- gane.ai/index: 44
- startwithidentity.com: 43
- startupstash.com: 41
- expertinsights.com: 37
- sourceforge.net: 35
- g2.com: 28
- securityboulevard.com: 28
- aembit.io: 27 (its own site)
- research.isg-one.com: 27

### Pages cited

- https://oneidentity.com/learn/top-non-human-identity-and-agentic-ai-security-tools.aspx: 48
- https://startupstash.com/top-non-human-identity-management-platforms: 38
- https://expertinsights.com/identity-and-access-management/top-nhi-management-solutions: 37
- https://www.gane.ai/index/it/identity/non-human-identity-management/smb: 33
- https://sourceforge.net/software/non-human-identity-management: 30
- https://startwithidentity.com/rankings: 28
- https://research.isg-one.com/buyers-guide/information-technology/cybersecurity/non-human-identities-platforms/2026: 27
- https://startwithidentity.com/rankings/best-non-human-identity-security-platforms: 17

## In its own words

What Aembit's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: IAM for agentic AI and workloads (https://aembit.io/)
- For: security, identity, platform engineering, DevOps, and application teams (https://aembit.io/)
- Price stated: free- forever tier (https://aembit.io/)
- Starting price: Free! (https://aembit.io/pricing)
- Free plan or trial: free- forever tier (https://aembit.io/)
- Certifications: SOC 2 Type II, ISO 27001
- Customers named: Snowflake, Red Cup IT, Stripe, Salesforce

## What it publishes

Every page aembit.io exposes, read 2026-10-05: 762 addresses. By kind, pages and the last 90 days:

- blog: 271 pages, 17 in the last 90 days, latest 2026-10-02
- case study: 5 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 16 pages, 0 in the last 90 days, latest 2025-03-07
- conference or event: 2 pages, 0 in the last 90 days, latest 2024-04-23
- report or ebook: 3 pages, 0 in the last 90 days, latest undated
- comparison: 104 pages, 4 in the last 90 days, latest 2026-09-29
- template or tool: 2 pages, 0 in the last 90 days, latest 2026-04-07
- glossary or explainer: 199 pages, 3 in the last 90 days, latest 2026-09-30
- podcast or video: 1 pages, 0 in the last 90 days, latest undated
- news or press: 27 pages, 0 in the last 90 days, latest 2024-04-03
- Recent: 2026-10-02 blog: Blog personal ai agents enterprise security https://aembit.io/blog/blog-personal-ai-agents-enterprise-security
- Recent: 2026-09-30 glossary or explainer: What is token exchange and why does ai need it https://aembit.io/blog/what-is-token-exchange-and-why-does-ai-need-it
- Recent: 2026-09-29 comparison: Ranking the Top Secrets Management Tools and Alternatives in 2026 | Aembit https://aembit.io/blog/ranking-the-top-secrets-management-tools-and-alternatives-in-2026
- Recent: 2026-09-24 blog: Mcp as an application protocol the emerging agent interoperability layer https://aembit.io/blog/mcp-as-an-application-protocol-the-emerging-agent-interoperability-layer
- Recent: 2026-09-24 blog: Barbarians at the gate the authorization assumption that agents are tearing down https://aembit.io/blog/barbarians-at-the-gate-the-authorization-assumption-that-agents-are-tearing-down
- Recent: 2026-09-22 blog: How aembit makes cross app access usable before the rest of the stack catches up https://aembit.io/blog/how-aembit-makes-cross-app-access-usable-before-the-rest-of-the-stack-catches-up

## 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.