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Cloud security posture management · September 2026 Edition

Wiz vs Prowler

Eleven of twelve models named Wiz first on the direct prompt; zero named Prowler. Wiz was named by twelve of the twelve models and Prowler by eleven and Wiz carries 59 labels and Prowler 24, so the shares are not directly comparable.

Wiz

endorsed leader

Named in six categories this edition.

Prowler

accepted challenger

Named in two categories this edition.

First-choice share43%16%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate15%4%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#2A position in a field of 11; printed, not drawn.
Labels5924A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Wiz reading right to left. Rank and label count are printed, not drawn.Orca Security was named alongside these two in seven of the twelve direct answers. Wiz vs Microsoft Defender for Cloud · Prowler vs Microsoft Defender for Cloud

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 twelve models made each the first choice, per way of asking, and how many argued against it.
WizFirst choices, of twelve modelsProwler
Direct110
Paraphrase90
Comparative1001 against Prowler
Budget-constrained086 against Wiz
Scale-constrained20
Negative103 against Wiz
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

The direct prompt

The plain question, one answer per model, grouped by where Wiz and Prowler stood in it.

Wiz first, Prowler not the choice

11 of 12 modelsProwler was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5Aikido Security, Wiz alternatives: CrowdStrike, Tenable Cloud Security, Uptycs
GPT-5.4 miniWiz alternatives: AWS Security Hub, Microsoft Defender for Cloud, Orca, Prisma Cloud
Gemini 3.5 FlashOrca Security, Wiz alternatives: Aqua Security, Datadog Cloud Security Management, Microsoft Defender for Cloud, Sysdig
Perplexity SonarWiz alternatives: Cloudaware, Orca Security, Prisma Cloud, SecPod Saner Cloud CSPM
Grok 4.1 FastWiz alternatives: CrowdStrike Falcon Cloud Security, Microsoft Defender for Cloud, Orca Security
Mistral SmallCrowdStrike, Wiz alternatives: Tenable Cloud Security, Uptycs, Wing Security
DeepSeek V4 FlashOrca Security, Wiz alternatives: CrowdStrike Falcon Cloud Security, Microsoft Defender for Cloud, Tenable Cloud Security, Uptycs
Qwen 3.7 FlashWiz alternatives: Cloudaware, Microsoft Defender for Cloud, Orca Security, Prisma Cloud
Kimi K2Wiz alternatives: CrowdStrike Falcon Cloud Security, Orca Security, Tenable Cloud Security
GLM 4.7 FlashXWiz alternatives: Microsoft Defender for Cloud, Orca Security
MiniMax M2.5Wiz alternatives: CrowdStrike Falcon Cloud Security, Rapid7, Snyk, Tenable Cloud Security

Neither was named

1 of 12 modelsThe answer made no first choice from these two in this category.
Llama 4 Maverickno first choice

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 seventeen points.
Prowler27%#2 of 12
Wiz10%#4 of 12
The full small business standing →
Mid-marketThe figures above
The order flips: Wiz leads at mid-market.
Wiz43%#1 of 11
Prowler16%#2 of 11
The full mid-market standing →
Enterprise
Wiz leads by fifty-eight points.
Wiz58%#1 of 7
Prowler0%#– of 7
The full enterprise standing →

What the models said about Wiz

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.

“What to avoid at low budget ... Wiz, Orca, Prisma Cloud, Lacework ... overkill for a company on a limited budget” DeepSeek V4 Flash · budget prompt · hard negative
“Avoid at all costs on a limited budget: Enterprise suites like Wiz” Qwen 3.7 Flash · budget prompt · hard negative
“Wiz or Orca Security | Most mid-sized companies with multi-cloud footprints. | Pros: Best-in-class UI, agentless, incredible attack-path prioritization.” Gemini 3.5 Flash · scale prompt · first choice
“Wiz is known for its agentless visibility and attack-path context, making it a good choice for teams that want quick onboarding and broad coverage without agents.” Llama 4 Maverick · comparative prompt · first choice

What the models said about Prowler

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.

“open-source Prowler appear frequently but rank lower for enterprise scale” Grok 4.1 Fast · comparative prompt · soft negative
“the best starting point is a combination of free tools: the open-source Prowler for multi-cloud scanning” Grok 4.1 Fast · budget prompt · first choice
“Choose open-source Prowler if you have a strong DevOps/Security engineer on hand, your budget is $0” Gemini 3.5 Flash · budget prompt · first choice
“Prowler (open source) is the best starting point—it's free, multi-cloud, and compliance-ready” DeepSeek V4 Flash · budget prompt · first choice
Also compared
Wiz vs Microsoft Defender for CloudProwler vs Microsoft Defender for CloudThe full CSPM standing

Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.