Non-human identity management · RankedAembit
Aembit is a non-human identity management platform focused on workload-to-workload access and the management of AI agents · aembit.io ↗
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
JumpCloud is first at 20%.
JumpCloud is first at 22%. 3 of 14 models made it the first choice when asked directly.
CyberArk Identity Security Platform is first at 20%.
Why models recommend 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 · Scale-constrained question · first choice
“Aembit stands out as the strongest overall choice for a mid-market B2B company”Grok 4.20 · Direct question · first choice
“For most mid-market B2B companies, I'd recommend starting with Aembit”Kimi K2 · Direct question · first choice
“Aembit is the strongest dedicated non-human identity management choice”Perplexity Sonar · Budget-constrained question · first choice
What gives them pause
“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 · Budget-constrained question · warning
“brilliant in AWS/Azure, but if you have on-prem, multi-cloud, or legacy environments, integration depth varies”DeepSeek V4 Flash · Negative question · warning
Also on the shortlist
The products named in the same answers as Aembit, over the 95 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 63 | 4 | View → | |
| 56 | 5 | Compare → | |
| 54 | 8 | Compare → | |
| 52 | 1 | Compare → | |
| 48 | 1 | View → | |
| 41 | 15 | Compare → | |
| 41 | 6 | View → | |
| 38 | 0 | View → | |
| 37 | 3 | Compare → | |
| 33 | 3 | View → |
What the models named instead of Aembit →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Aembit's own site, not checked by Gane.
- For
- security, identity, platform engineering, DevOps, and application teams
- Price stated
- free- forever tier
- Starting price
- Free!
- Free plan or trial
- free- forever tier
- Certifications
- SOC 2 Type II, ISO 27001
- Customers named
- Snowflake, Red Cup IT, Stripe, Salesforce
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 94 of the 95 answers that named Aembit and are not a share of its labels.
Domains cited
288 of the 359 domain citations in answers naming Aembit came from a third party's page. Forty-four were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages cited
Pages are listed as the models cited them.
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 |
What it publishes
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 271 | 17 | 2026-10-02 | Secrets, IaC | |
| Glossary or explainer | 199 | 3 | 2026-09-30 | IGA, MFA | |
| Comparison | 104 | 4 | 2026-09-29 | IGA, Secrets | |
| News or press | 27 | 0 | 2024-04-03 | ||
| Webinar or virtual event | 16 | 0 | 2025-03-07 | Secrets | |
| Case study | 5 | undated | |||
| Report or ebook | 3 | undated | |||
| Conference or event | 2 | 0 | 2024-04-23 | ||
| Template or tool | 2 | 0 | 2026-04-07 | ||
| Podcast or video | 1 | undated |
Most recent
- 2026-10-02Blog personal ai agents enterprise security blog
- 2026-09-30What is token exchange and why does ai need it glossary or explainer
- 2026-09-29Ranking the Top Secrets Management Tools and Alternatives in 2026 | Aembit comparison
- 2026-09-24Mcp as an application protocol the emerging agent interoperability layer blog
- 2026-09-24Barbarians at the gate the authorization assumption that agents are tearing down blog
- 2026-09-22How aembit makes cross app access usable before the rest of the stack catches up blog
How it is countedHide how it is counted
Every page aembit.io exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read October 5, 2026.