2 categories · RankedAstrix Security
Astrix Security is a non-human identity security platform · astrix.security ↗
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%. 0 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
“Choose vendors offering agentless connection (e.g., Astrix, Oasis, Entro, or Aembit depending on whether your focus is governance or zero-trust workload access).”Gemini 3.5 Flash · Scale-constrained question · alternative
“choose these when the primary problem is discovering, monitoring, and remediating machine-to-machine credentials”Perplexity Sonar · Direct question · alternative
“Top-ranked for comprehensive discovery, risk scoring, ownership attribution, and remediation”Grok 4.20 · Direct question · alternative
What gives them pause
“Avoid starting with Astrix, Oasis, Entro, or similar dedicated NHI platforms on a tight budget”Perplexity Sonar · Budget-constrained question · warning
“Avoid commercial platforms like Astrix, Oasis, Entro, CyberArk/Venafi, or Keyfactor”Kimi K2 · Budget-constrained question · warning
“Also flagged with a 52% negative rate.”Mistral Small · Negative question · warning
“Astrix by Cisco... a standard caution when evaluating acquisition-dependent startups: confirm product continuity, support SLAs, API stability and licensing changes after acquisition.”Muse Glimmer 30B · Negative question · warning
Also on the shortlist
The products named in the same answers as Astrix Security, over the 99 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 66 | 7 | View → | |
| 65 | 7 | View → | |
| 63 | 10 | View → | |
| 56 | 0 | View → | |
| 50 | 10 | View → | |
| 50 | 1 | View → | |
| 47 | 0 | View → | |
| 35 | 3 | View → | |
| 35 | 2 | View → | |
| 32 | 6 | View → |
What the models named instead of Astrix Security →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Astrix Security's own site, not checked by Gane.
- For
- security teams worldwide
- Free plan or trial
- Book a demo
- Customers named
- Workday, Xerox, HubSpot, Figma, Guesty, Hopper, Pagaya, Boomi
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 96 of the 99 answers that named Astrix Security and are not a share of its labels.
Domains cited
320 of the 349 domain citations in answers naming Astrix Security came from a third party's page. Twenty-nine 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 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 2 | 2 | 1 | 5 |
| Perplexity Sonar | 0 | 2 | 0 | 2 | 4 |
| Grok 4.20 | 0 | 2 | 1 | 1 | 4 |
| Mistral Small | 0 | 0 | 1 | 1 | 2 |
| DeepSeek V4 Flash | 1 | 1 | 0 | 2 | 4 |
| Llama 4 Maverick | 0 | 0 | 5 | 0 | 5 |
| Qwen 3.7 Flash | 0 | 2 | 0 | 0 | 2 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 2 | 1 | 4 |
| MiniMax M2.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 1 | 1 | 2 |
| Muse Glimmer 30B | 0 | 0 | 1 | 1 | 2 |
What it publishes
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Glossary or explainer | 181 | 0 | 2026-06-01 | SSPM, CNAPP | |
| Conference or event | 39 | 0 | 2026-02-18 | ||
| Podcast or video | 15 | 0 | 2025-11-17 | ||
| Case study | 13 | 0 | 2025-08-05 | GRC, TPRM | |
| Blog | 7 | 0 | 2026-03-26 | ||
| Webinar or virtual event | 3 | 0 | 2025-11-07 | ||
| Report or ebook | 2 | 0 | 2024-09-12 | ||
| Comparison | 2 | 0 | 2025-04-24 |
Most recent
- 2026-06-01Subjugation hijacking cloud identities by recycling namespaces in global oidc issuers glossary or explainer
- 2026-05-04A new chapter astrix security is joining cisco glossary or explainer
- 2026-04-28The auditors mindset shift why who has access is no longer enough glossary or explainer
- 2026-04-21Securing llms ai agents and mcp unpacking the new cis companion guides glossary or explainer
- 2026-04-20What the vercel breach reveals about third party integration risk glossary or explainer
- 2026-04-08Ai agents have an exposure management problem gartner names astrix as the domain specialist glossary or explainer
Events in person
- reported December 2025Gartner IAM Summit 2025Gaylord, Grapevine, USA · attended
As the event pages on astrix.security state them, read October 5, 2026.
How it is countedHide how it is counted
Every page astrix.security 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.