Cyscale CNAPP
Why models recommend it
“Combine with Cyscale or SecPod Saner Cloud (both noted for SMB-friendly pricing and free trials”Grok 4.20 · Budget-constrained question · alternative
“If you're in a regulated industry, Cyscale is worth a close look.”Mistral Small · Paraphrase question · alternative
“Cyscale (Best for Startups & Small SaaS)”DeepSeek V4 Flash · Budget-constrained question · alternative
“Best for Compliance-Focused Companies”MiniMax M2.5 · Paraphrase question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Cyscale CNAPP, over the 28 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 26 | 2 | View → | |
| 24 | 7 | View → | |
| 23 | 5 | View → | |
| 19 | 0 | View → | |
| 15 | 8 | View → | |
| 15 | 2 | View → | |
| 13 | 0 | View → | |
| 9 | 0 | View → | |
| 8 | 0 | View → | |
| 7 | 1 | View → |
A side-by-side page exists where both products are among a category's top eight.
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 28 of the 28 answers that named Cyscale CNAPP and are not a share of its labels.
Domains cited
134 of the 134 domain citations in answers naming Cyscale CNAPP 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 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 1 | 0 | 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 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 189 | undated | CSPM, CNAPP | ||
| Comparison | 9 | undated | |||
| Report or ebook | 7 | undated | |||
| Case study | 6 | undated | |||
| Template or tool | 2 | undated | |||
| Glossary or explainer | 2 | undated | |||
| News or press | 2 | undated | |||
| Conference or event | 1 | undated |
How it is countedHide how it is counted
Every page cyscale.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.