3 categories · RankedLumos
Lumos is an identity platform that uses agents to continuously govern access for every human, machine, and AI identity · lumos.com ↗
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.
Microsoft Entra ID Governance is first at 27%.
Microsoft Entra ID Governance is first at 30%. 3 of 14 models made it the first choice when asked directly.
SailPoint Identity Security Cloud is first at 59%.
Why models recommend it
“a cloud-native SaaS management + IGA platform such as Lumos, Corma for EU, or Zluri gives you provisioning, access reviews and certification”Muse Glimmer 30B · Direct question · first choice
“or Lumos if you want a modern, fast-to-deploy, SaaS-first platform that won't require a dedicated IAM team”DeepSeek V4 Flash · Direct question · first choice
“Best Overall for SaaS-First B2B Companies: Lumos or ConductorOne”Gemini 3.5 Flash · Direct question · first choice
“Lumos or Microsoft Entra ID Governance”Kimi K2 · Paraphrase question · first choice
What gives them pause
“Lumos: users note setup/integration friction and missing or limited integrations.”GPT-5.4 mini · Negative question · warning
Also on the shortlist
The products named in the same answers as Lumos, over the 102 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 58 | 13 | Compare → | |
| 58 | 8 | View → | |
| 53 | 10 | Compare → | |
| 50 | 4 | View → | |
| 47 | 4 | Compare → | |
| 32 | 4 | Compare → | |
| 30 | 0 | View → | |
| 26 | 6 | View → | |
| 23 | 9 | View → | |
| 23 | 0 | View → |
What the models named instead of Lumos →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Lumos's own site, not checked by Gane.
- For
- IT and security teams
- Free plan or trial
- a free identity assessment today
- Integrations
- 300
- Customers named
- Prosper, Marqeta, Roku, Sun Country Airlines, Chegg, Netskope, GitLab, Pinterest
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 102 answers that named Lumos and are not a share of its labels.
Domains cited
253 of the 275 domain citations in answers naming Lumos came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 3 | 2 | 0 | 5 |
| GPT-5.4 mini | 0 | 0 | 0 | 1 | 1 |
| Gemini 3.5 Flash | 2 | 3 | 0 | 0 | 5 |
| Perplexity Sonar | 0 | 4 | 0 | 0 | 4 |
| Grok 4.20 | 0 | 5 | 2 | 0 | 7 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 1 | 2 | 2 | 0 | 5 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 1 | 2 | 2 | 0 | 5 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 2 | 0 | 3 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 0 | 3 | 0 | 4 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 205 | 7 | 2026-09-22 | ||
| Report or ebook | 19 | 0 | 2025-11-01 | ||
| Webinar or virtual event | 17 | 0 | 2025-07-28 | ||
| Comparison | 14 | 3 | 2026-07-14 | ||
| Template or tool | 9 | 0 | 2026-01-14 | ||
| Conference or event | 1 | 0 | 2026-02-24 | ||
| News or press | 1 | undated |
Most recent
- 2026-09-22Lumos labs blog
- 2026-09-22Mcp governance runtime agent access control blog
- 2026-09-22Pr lumos launches mcp governance provide agent runtime security blog
- 2026-08-04Stryker hack blog
- 2026-08-04Introducing lumos labs blog
- 2026-08-04Archive blog
How it is countedHide how it is counted
Every page lumos.com 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 September 29, 2026.