Cloud security posture management · November 2026 Edition
Prowler vs Prisma Cloud
Zero of fourteen models named Prowler first on the direct prompt; zero named Prisma Cloud. Prowler was named by thirteen of the fourteen models and Prisma Cloud by thirteen and Prowler carries 21 labels and Prisma Cloud 54, so the shares are not directly comparable.
Named in three categories this edition.
Named in fourteen categories this edition.
First-choice share13%3%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate14%41%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#6A position in a field of 13; printed, not drawn.
Labels2154A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Prowler reading right to left. Rank and label count are printed, not drawn.Wiz was named alongside these two in fourteen of the fourteen direct answers. Wiz vs Prowler · Wiz vs Prisma Cloud · Orca Security vs Prowler
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the cloud security posture management page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
ProwlerFirst choices, of fourteen modelsPrisma Cloud
Direct001 against Prowler · 3 against Prisma Cloud
Paraphrase021 against Prowler · 5 against Prisma Cloud
Comparative01
Budget-constrained806 against Prisma Cloud
Scale-constrained001 against Prisma Cloud
Negative001 against Prowler · 7 against Prisma Cloud
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Prowler and Prisma Cloud stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | |||
| GPT-5.4 mini | | |||||
| Gemini 3.5 Flash | | | | | | |
| Perplexity Sonar | | | | | | |
| Grok 4.20 | | | | | | |
| Mistral Small | | | | | ||
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | | | ||||
| Qwen 3.7 Flash | | | | | | |
| Kimi K2 | | | | | | |
| GLM 4.7 FlashX | | | | | ||
| MiniMax M2.5 | | | | | ||
| GPT-6 Luna | | |||||
| Muse Glimmer 30B | | | |
Prowler Prisma Cloud first choice named as an alternative argued againstblank: not namedEach cell is one answer, Prowler on the left and Prisma Cloud on the right.The direct prompt
The plain question, one answer per model, grouped by where Prowler and Prisma Cloud stood in it.
Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Grok 4.20Wiz alternatives: Lacework FortiCNAPP, Microsoft Defender for Cloud, Orca Security, Prisma Cloud
GLM 4.7 FlashXWiz alternatives: Microsoft Defender for Cloud, Prisma Cloud, Uptycs
MiniMax M2.5Orca Security, Wiz alternatives: Prisma Cloud
Neither was named
11 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Wiz alternatives: Aikido Security, Microsoft Defender for Cloud, Orca Security
GPT-5.4 miniWiz alternatives: Microsoft Defender for Cloud, Orca Security
Gemini 3.5 FlashOrca Security, Wiz alternatives: CrowdStrike Falcon Cloud Security, Datadog Cloud Security Management
Perplexity SonarWiz alternatives: CrowdStrike Falcon Cloud Security, Microsoft Defender for Cloud, Rapid7 InsightCloudSec
Mistral SmallWiz alternatives: Microsoft Defender for Cloud
DeepSeek V4 FlashOrca Security alternatives: Microsoft Defender for Cloud, Wiz
Llama 4 MaverickWiz alternatives: Microsoft Defender for Cloud
Qwen 3.7 FlashWiz alternatives: Microsoft Defender for Cloud, Orca Security, Snyk
Kimi K2Microsoft Defender for Cloud, Orca Security alternatives: Wiz
GPT-6 LunaWiz alternatives: Microsoft Defender for Cloud, Orca Security
Muse Glimmer 30BOrca Security, Wiz alternatives: AWS Security Hub, CrowdStrike, Intruder, Microsoft Defender for Cloud, SentinelOne Singularity CSPM
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Prowler leads by twenty-two points.
Prowler22%#2 of 11Prisma Cloud0%#11 of 11Mid-marketThe figures above
Enterprise
The order flips: Prisma Cloud leads at enterprise.
Prisma Cloud12%#2 of 9Prowler0%#– of 9What the models said about Prowler
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of six in this category shown.
“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 prompt · soft negative
“Evaluate Prowler, accepting that your team will own more of the triage, integration, and operational work” Perplexity Sonar · paraphrase prompt · soft negative
“Requires substantially more internal engineering and operational ownership” Perplexity Sonar · direct prompt · soft negative
“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 prompt · 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 prompt · first choice
“Prowler (*Best Overall Open-Source CSPM*) ... 100% free, multi-cloud, ready-to-use compliance frameworks.” Gemini 3.5 Flash · budget prompt · first choice
What the models said about Prisma Cloud
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Avoid Prisma Cloud unless you truly need it — it's powerful but many mid-sized teams find it "enterprise overkill"” Kimi K2 · paraphrase prompt · hard negative
“Prisma Cloud and Wiz are the top recommendations due to their strong features, scalability, and positive user feedback.” Mistral Small · paraphrase prompt · first choice
“For mid-sized B2B companies, Wiz or Prisma Cloud typically offer the best balance of features, ease of use, and cost.” Claude Haiku 4.5 · paraphrase prompt · first choice
Also compared
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.