2 categories · RankedHiddenLayer
HiddenLayer is an AI security platform focused on the security of machine learning models and large language models across their lifecycle · hiddenlayer.com ↗
Why models recommend it
“Best For: Data science teams and enterprises hosting custom ML/LLM model files locally or in proprietary cloud pipelines.”Gemini 3.5 Flash · Comparative question · alternative
“For model and supply-chain risks, look closely at HiddenLayer and Prisma AIRS.”GPT-6 Luna · Comparative question · alternative
“The only platform focused purely on protecting the model artifact”DeepSeek V4 Flash · Comparative question · alternative
“Model protection (tampering/adversarial) | HiddenLayer, Mindgard”GLM 4.7 FlashX · Direct question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as HiddenLayer, over the 37 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 18 | 0 | View → | |
| 15 | 3 | View → | |
| 13 | 8 | View → | |
| 12 | 3 | View → | |
| 12 | 2 | View → | |
| 11 | 2 | View → | |
| 11 | 1 | View → | |
| 9 | 2 | View → | |
| 9 | 1 | View → | |
| 8 | 0 | View → |
What the models named instead of HiddenLayer →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on HiddenLayer's own site, not checked by Gane.
- For
- CISOs, AI Leaders, Application Developers, and organizations securing AI systems
- Certifications
- SOC 2 Type II
- Hosting
- Worldwide
- Customers named
- NFL, AIG, NetRise, Astrix Security, Aviatrix, Splunk, GitLab
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 35 of the 37 answers that named HiddenLayer and are not a share of its labels.
Domains cited
Ninety-eight of the 104 domain citations in answers naming HiddenLayer came from a third party's page. Six 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 | 1 | 1 | 0 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 2 | 1 | 0 | 3 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |
What it publishes
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| News or press | 85 | 4 | 2026-09-02 | ||
| Blog | 70 | 4 | 2026-10-01 | AI coding, AI security | |
| Report or ebook | 64 | 4 | 2026-07-31 | ||
| Webinar or virtual event | 7 | 0 | 2025-04-25 | ||
| Podcast or video | 6 | 0 | 2025-01-23 | ||
| Case study | 4 | 2 | 2026-09-16 | ||
| Conference or event | 3 | 0 | 2024-05-06 | ||
| Comparison | 1 | 0 | 2024-12-17 | ||
| Glossary or explainer | 1 | undated |
Most recent
- 2026-10-01Ai security integrations blog
- 2026-09-16Axari ai security case study case study
- 2026-09-02HiddenLayer Raises $100M Series B to Advance AI Security news or press
- 2026-08-19Building trust in ai how a global insurance provider secured enterprise wide ai usage case study
- 2026-08-18Hiddenlayer joins does 60m prometheus ai initiative news or press
- 2026-08-12Hiddenlayer appoints mike gesnaldo as chief revenue officer news or press
How it is countedHide how it is counted
Every page hiddenlayer.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 October 5, 2026.