3 categories · RankedProwler
Prowler is an open-source cloud security platform for teams, covering continuous monitoring, compliance and security posture checks across cloud accounts · prowler.com ↗
Strongest at small business. Thin evidence at enterprise: five labels.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Microsoft Defender for Cloud is first at 33%.
Wiz is first at 45%. 0 of 14 models made it the first choice when asked directly.
Wiz is first at 64%.
Why models recommend it
“Start with Defender for Cloud free posture tier if you are Azure-majority, or Prowler + Kubescape + Checkov + Cloud Custodian for multi-cloud at $0 license.”Muse Glimmer 30B · Budget-constrained question · first choice
“The best cloud security posture management platform for a company with a limited budget is Prowler, which is a free, open-source tool”Llama 4 Maverick · Budget-constrained question · first choice
“For a limited budget, start with open‑source tools (Prowler or ScoutSuite) to cover the basics at no cost.”GLM 4.7 FlashX · Budget-constrained question · first choice
“Prowler (*Best Overall Open-Source CSPM*) ... 100% free, multi-cloud, ready-to-use compliance frameworks.”Gemini 3.5 Flash · Budget-constrained question · first choice
What gives them pause
“Open-source posture tools (like Prowler, ScoutSuite, or Steampipe) can be valuable for quick, targeted CLI audits. However, relying on unmaintained open-source projects for ongoing enterprise protection creates maintenance drift.”Gemini 3.5 Flash · Negative question · warning
“Evaluate Prowler, accepting that your team will own more of the triage, integration, and operational work”Perplexity Sonar · Paraphrase question · warning
“Requires substantially more internal engineering and operational ownership”Perplexity Sonar · Direct question · warning
Also on the shortlist
The products named in the same answers as Prowler, over the 91 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 86 | 26 | Compare → | |
| 63 | 9 | Compare → | |
| 53 | 7 | Compare → | |
| 46 | 5 | Compare → | |
| 43 | 0 | Compare → | |
| 35 | 5 | View → | |
| 26 | 0 | View → | |
| 20 | 5 | View → | |
| 18 | 0 | View → | |
| 15 | 0 | View → |
What the models named instead of Prowler →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Prowler's own site, not checked by Gane.
- For
- teams
- Price stated
- Managed SaaS ### Prowler Cloud Hosted and maintained by Prowler - Continuous monitoring with auto-scaling scans - Continuous compliance - Lighthouse AI, Slack and Jira integrations - MCP Server for your AI agents - 15-day free trial, no cloud account limit
- Starting price
- $0
- Free plan or trial
- 15-day free trial, no cloud account limit
- Certifications
- SOC 2 Type II
- Customers named
- Syntro
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 86 of the 91 answers that named Prowler and are not a share of its labels.
Domains cited
287 of the 309 domain citations in answers naming Prowler came from a third party's page. Twenty-two 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 | 1 | 0 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 1 | 2 | 0 | 1 | 4 |
| Perplexity Sonar | 0 | 2 | 0 | 2 | 4 |
| Grok 4.20 | 1 | 0 | 1 | 0 | 2 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 1 | 0 | 1 | 0 | 2 |
| Llama 4 Maverick | 1 | 0 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 3 | 1 | 0 | 4 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 2 | 0 | 0 | 2 |
| Muse Glimmer 30B | 2 | 0 | 0 | 0 | 2 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 51 | undated | CSPM, MFA | ||
| Conference or event | 12 | undated | |||
| Comparison | 5 | 0 | 2026-06-30 | ||
| Glossary or explainer | 3 | 0 | 2026-04-04 | CSPM | |
| Report or ebook | 1 | undated |
Most recent
- 2026-06-30Prowler vs orca security comparison
- 2026-06-30Prowler vs prisma cloud comparison
- 2026-04-10Prowler vs wiz comparison
- 2026-04-04What is a cis benchmark glossary or explainer
- 2026-04-03What is cspm glossary or explainer
Events in person
- August 5, 2026Cocktails with Prowler x ChainloopBeauty and Essex, Las Vegas, USA · hosted
- August 4, 2026 to August 6, 2026Prowler at Black Hat 2026Mandalay Bay Convention Center, Las Vegas, USA · exhibited
- August 4, 2026Global Startup Spotlight CompetitionMain Stage, Business Hall, Las Vegas, USA · spoke
- March 23, 2026 to March 26, 2026RSA Conference 2026Moscone Center, San Francisco, US · exhibited
As the event pages on prowler.com state them, read September 28, 2026.
How it is countedHide how it is counted
Every page prowler.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.