Aqua Cloud Security Platform vs Wiz comparison

Aqua Security and Wiz are both solutions in the Cloud-Native Application Protection Platforms (CNAPP) category. Aqua Security is ranked #19, while Wiz is ranked #1 with an average rating of 8.8. Aqua Security holds a 3.4% mindshare in CNAP, compared to Wiz’s 20.2% mindshare. Additionally, 93% of Aqua Security users are willing to recommend the solution, compared to 96% of Wiz users who would recommend it.

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Executive SummaryUpdated on Sep 16, 2024

Aqua Cloud Security Platform and Wiz are both robust security solutions focused on cloud environments. Wiz appears to have a superior feature set but at a higher price point, whereas Aqua Cloud Security Platform offers more competitive pricing and support.

Features: Aqua Cloud Security Platform excels in Kubernetes security, container scanning, and comprehensive threat detection. Wiz offers continuous monitoring, compliance reporting, and multi-cloud support. Wiz's extensive feature set is highly valued by users.

Room for Improvement: Aqua Cloud Security Platform could enhance its integration capabilities, provide more detailed security insights, and simplify user interface elements. Wiz could improve its documentation, offer additional customization options, and optimize its remediation recommendations.

Ease of Deployment and Customer Service: Aqua Cloud Security Platform is noted for its straightforward deployment process and responsive customer support. Wiz also scores high in deployment efficiency and has slightly better reviews for customer service responsiveness and effectiveness.

Pricing and ROI: Aqua Cloud Security Platform is cost-effective with a solid return on investment. Wiz, despite its higher price, is perceived to offer greater value due to its comprehensive feature set and efficient risk management capabilities.

To learn more, read our detailed Aqua Cloud Security Platform vs. Wiz Report (Updated: December 2025).

Buyer's Guide

Aqua Cloud Security Platform vs. Wiz

December 2025

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Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

SentinelOne Singularity Clo...

Mindshare comparison

As of January 2026, in the Cloud-Native Application Protection Platforms (CNAPP) category, the mindshare of SentinelOne Singularity Cloud Security is 5.3%, up from 2.7% compared to the previous year. The mindshare of Aqua Cloud Security Platform is 3.4%, down from 4.9% compared to the previous year. The mindshare of Wiz is 20.2%, down from 26.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Cloud-Native Application Protection Platforms (CNAPP) Market Share Distribution
Product	Market Share (%)
Wiz	20.2%
SentinelOne Singularity Cloud Security	5.3%
Aqua Cloud Security Platform	3.4%
Other	71.1%

Cloud-Native Application Protection Platforms (CNAPP)

Featured Reviews

Satyavijay Chavan

Information Security Engineer at DataVigilant Infotech

Enables us to prioritize and effectively address critical security issues

Evidence-based reporting helps us to prioritize and solve critical security issues. The new visualization feature demonstrates how an attacker can enter the system, highlighting the potential path that can be exploited and outlining all the steps the attacker could take. With that visibility, we can ensure the perimeter is strong and attackers cannot enter, thus reducing the risk. It has helped us prioritize issues. The visibility into how an attack could happen is valuable. For example, it highlights the system vulnerability and outlines where an attack could propagate. The visualization helps me to prioritize remediation, and if I don't know where to start, I can check to see the score that enables me to prioritize issues. I am using infrastructure-as-code scanning, and it's one of the useful features. In pre-production, it identifies embedded secrets and misconfigurations, including issues with Kubernetes or some privileged containers. This feature allows us to pass the audit and secure IaC code so that it isn't easily exploitable by attackers. We can more proactively work to identify and resolve vulnerabilities by using the dashboard and the alerting system that SentinelOne provides. It helps us with audits and compliance. We can show the compliance in percentage. We can confidently say that our company or infrastructure is very secure. It has improved our security posture by 30% to 35%. It has reduced our false positives by 30%. It has helped teams collaborate better. The security team manages SentinelOne Singularity Cloud Security, and when it flags vulnerabilities, they are forwarded to DevOps for remediation. Previously, we needed to identify and report the issues, but there would be lapses in communication. Now, there is a centralized dashboard that anyone can look at and see the open issues and work on them.

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Burak AKCAGUN

Business Development Manager at Axoft Ukraine

A robust and cost-effective solution, excelling in scalability, on-premises support, and responsive technical support, making it well-suited for enterprises navigating stringent regulatory environment

The most crucial aspect is runtime protection, specifically image scanning before preproduction and deployment. Customers find it invaluable to have the ability to check for vulnerabilities in an image before deployment, similar to a sandbox environment. This feature ensures that customers can identify any potential issues with the image, such as misconfigurations or vulnerabilities, before integrating it into their workloads and infrastructure. In their source pipeline, companies can identify issues before deploying changes. This is crucial because customers prefer resolving any problems or misconfigurations before the deployment process. Software change security, including GSPM Cloud, is a key feature customers seek in their infrastructure.

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Marcel Velica

Senior Program Manager, Security at Eventbrite

Unified cloud visibility has transformed our risk prioritization and reduced alert fatigue while improving collaboration across security and DevSecOps teams

The standout features of Wiz that make it valuable for me include good multi-cloud environment support, data governance, shadow IT detection, DevSecOps governance, automation, level reporting, threat detection, and good infrastructure detection. Wiz has positively impacted my organization by implementing zero trust authorization, providing good reporting that shows the top attack path, critical assets, overall risk posture, and demonstrating AI and ML workload capabilities towards my team, as well as good infrastructure detection and vulnerability detection accuracy with security posture management at massive scale and identity exposure. There is a massive reduction in risk exposure, immediate visibility across the entire cloud estate, reduced noise and better prioritization, stronger DevSecOps collaboration, continuous compliance instead of ad hoc panic, faster incident response with real context, significant cost savings through tool consolidation, and stronger AI and data governance.

Read full review

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"SentinelOne Singularity Cloud Security has improved our security posture."

"The management console is highly intuitive to comprehend and operate."

"The cloud misconfiguration is the most valuable feature."

"SentinelOne Singularity Cloud Security offers security solutions for both Kubernetes and CI/CD pipelines."

"Cloud Security has provided a single view to observe all workloads, prioritization for handling cloud assets, and reduced noise by distinguishing false positives effectively."

"You not only get to know about vulnerabilities and misconfigurations but also some of the actual"

"I would rate SentinelOne Singularity Cloud Security a nine out of ten."

"SentinelOne Singularity Cloud Security is excellent, and I highly recommend it."

More SentinelOne Singularity Cloud Security pros

"Their sandboxing service is also really good."

"Support is very helpful."

"The most valuable feature is the security."

"The most helpful feature of Aqua Security is Drift Prevention, which is a feature that allows images to be immutable. In addition, one of the main reasons we went with Aqua Security is because it provides strong protection when it comes to runtime security."

"Aqua Security allowed us to gain visibility into the vulnerabilities that were present in the container images, that were being rolled out, the amount of risk that we were introducing to the platform, and provided us a look into the container environment by introducing access control mechanisms. In addition, when it came to runtime-level policies, we could restrict container access to resources in our environment, such as network-level or other application-level access."

"Aqua Security helps us to check the vulnerability of image assurance and check for malware."

"We use Aqua Security for the container security features."

"The CSPM product is great at securing our cloud accounts and I really like the runtime protection for containers and functions too."

More Aqua Cloud Security Platform pros

"The tool is very powerful in nature."

"The CSPM module has been the most effective. It was easy to deploy and covered all our accounts through APIs, requiring no agents. Wiz provides instant visibility into high-level risks that we need to address."

"The granularity of visibility that the platform provides is the most valuable aspect."

"The tool's most valuable feature is its attack path analysis."

"Out of all the features, the one item that has been most valuable is the fact that Wiz puts into context all the pieces that create an issue, and applies a particular risk evaluation that helps us prioritize when we need to address a misconfiguration, vulnerability, or any issue that would put our environment into risk."

"Our most important features are those around entitlement, external exposure, vulnerabilities, and container security."

"The first thing that stood out was the ease of installation and the quick value we got out of the solution."

"Wiz can accomplish this and easily provide the total inventory in the cloud, which is crucial when managing large cloud databases or environments such as AWS, Azure, or Google environments, where it's difficult to have one view for all cloud components."

More Wiz pros

Cons

"I request that SentinelOne investigate this false positive, as SentinelOne has a higher false positive rate than other XDR solutions."

"There is room for improvement in the current active licensing model for SentinelOne Singularity Cloud Security."

"SentinelOne Singularity Cloud Security could be improved with easier integrations to the Singularity Data Lake, particularly for various vendors."

"When we request any changes, they must be reflected in the next update."

"There is scope for more application security posture management features. Additionally, the runtime protection needs attention."

"In version 2, a lot of rules have been deployed for Kubernetes security and CDR, which makes a lot of issues of critical severity, whereas they are not critical or of high severity. There is a mismatch of severities."

"After closing an alert in Cloud Native Security, it still shows as unresolved."

"Whenever I view the processes and the process aspect, it takes a long time to load."

More SentinelOne Singularity Cloud Security cons

"It's a bit hard to use the user roles. That was a bit confusing."

"They want to release improvements to their product to work with other servers because now there are more focused on the Kubernetes environment. They need to improve the normal servers. I would like to have more options."

"Aqua Security lacks a lot in reporting."

"The integrations on CICD could be improved. If Aqua had more plugins or container images to integrate and automate more easily on CICD, it would be better."

"I would like Aqua Security to look into is the development of a web security portal."

"Aqua Security could improve the forwarding of logging into Splunk and into other tools, it should be easier."

"Aqua Security could provide more open documentation so that their learning resources can be more easily accessed and searched through online. Right now, a lot of the documentation is closed and not available to the public."

"Sometimes I got stressed with the UI."

More Aqua Cloud Security Platform cons

"We wish there were a way, beyond providing visibility and automated remediation, to wait on a given remediation, due to a critical aspect, such as the cost associated with a particular upgrade... We would like to see preventive controls that can be applied through Wiz to protect against vulnerabilities that we're not going to be able to remediate immediately."

"We're looking at some of the data compliance stuff that they've got Jon offer. I know they're looking at container security, which we gonna be looking at next."

"I have seen some lagging or downtime a couple of times, but I am not sure why it happened."

"As the tool is a good fit for small and medium-sized businesses, the solution should focus on making the product suitable for large-scale businesses."

"There is also alert noise in larger environments that generates duplicate alerts for the same issues under different categories."

"Given the level of visibility into all the cloud environments Wiz provides, it would be nice if they could integrate some kind of mechanism to better manage tenants on multiple platforms. For example, let's say that some servers don't have an application they need, such as an antivirus. Wiz could include an API or something to push those applications out to the servers. It would be great if you could remedy these issues directly from the Wiz platform."

"There is room for improvement in Wiz, particularly in operator management, as general operators may lack the necessary knowledge, requiring an easier-to-understand tool."

"Wiz does encounter some glitches similar to other tools in the market; I remember facing certain challenges, such as problems scanning encrypted disks or discrepancies in the findings from already remediated vulnerabilities not reflecting accurately in the tool."

More Wiz cons

Pricing and Cost Advice

"It's not expensive. The product is in its initial growth stages and appears more competitive compared to others. It comes in different variants, and I believe the enterprise version costs around $55 per user per year. I would rate it a five, somewhere fairly moderate."

"The pricing for PingSafe in India was more reasonable than other competitors."

"The cost for PingSafe is average when compared to other CSPM tools."

"I understand that SentinelOne is a market leader, but the bill we received was astronomical."

"PingSafe's primary advantage is its ability to consolidate multiple tools into a single user interface, but, beyond this convenience, it may not offer significant additional benefits to justify its price."

"As a partner, we receive a discount on the licenses."

"Singularity Cloud Workload Security's licensing and price were cheaper than the other solutions we looked at."

"Singularity Cloud Workload Security's pricing is good."

More SentinelOne Singularity Cloud Security pricing and cost advice

"Aqua Security is not cheap, and it's not very expensive, such as Splunk, they are in the middle."

"They were reasonable with their pricing. They were pretty down-to-earth about the way they pitched their product and the way they tried to close the deal. They were one of the rare companies that approached the whole valuation in a way that made sense for our company, for our needs, and for their own requirements as well... They will accommodate your needs if they are able to understand them and they're stated clearly."

"The pricing of this solution could be improved."

"It comes at a reasonable cost."

"Dealing with licensing costs isn't my responsibility, but I know that the licenses don't depend on the number of users, but instead are priced according to your workload."

"Based on the features and capabilities, the product pricing seems reasonable."

"The cost of the other solutions is comparable to Wiz."

"Regarding pricing, it’s more than $100k because we have a very big infrastructure. Our environment supports around three thousand people, and we offer business-to-client financial services to around one million clients, so we rely heavily on Wiz."

"The pricing seems pretty simple. We don't have to do a lot of calculations to figure out what the components are. They do it by enabling specific features, either basics or advanced, which makes it easy to select."

"Wiz is a moderately priced solution, where it is neither cheap nor costly."

"I wish the pricing was more transparent."

"The pricing is fair. Some of the more advanced features and functionalities and how the tiers are split can be somewhat confusing."

"The pricing is fair and comparable to their competitors. The cost seems to be going up, which is a concern. There are potential savings from consolidating tools, but we're uncertain how Wiz's pricing will change over time."

More Wiz pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

14%

Computer Software Company

12%

Manufacturing Company

10%

Government

Financial Services Firm

24%

Computer Software Company

10%

Manufacturing Company

10%

Government

Financial Services Firm

15%

Computer Software Company

12%

Manufacturing Company

Healthcare Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	48
Midsize Enterprise	20
Large Enterprise	54

By reviewers
Company Size	Count
Small Business	6
Midsize Enterprise	1
Large Enterprise	10

By reviewers
Company Size	Count
Small Business	9
Midsize Enterprise	8
Large Enterprise	20

Questions from the Community

What do you like most about PingSafe?

The dashboard gives me an overview of all the things happening in the product, making it one of the tool's best featu...

See all answers

What is your experience regarding pricing and costs for PingSafe?

I think the pricing of SentinelOne Singularity Cloud Security is a bit high.

See all answers

What needs improvement with PingSafe?

We did not try to use the threat investigations feature from SentinelOne Singularity Cloud Security.Drift detection w...

See all answers

What do you think of Aqua Security vs Prisma Cloud?

Aqua Security is easy to use and very manageable. Its main focus is on Kubernetes and Docker. Security is a very valu...

See all answers

What do you like most about Wiz?

With Wiz, we get timely alerts for leaked data or any vulnerabilities already existing in our environment.

See all answers

What is your experience regarding pricing and costs for Wiz?

My experience with pricing, setup cost, and licensing for Wiz was through an RFP where they offered us a good price, ...

See all answers

What needs improvement with Wiz?

I feel there is a delay in detection, though I am uncertain whether this is due to our implementation disadvantage. W...

See all answers

Comparisons

Prisma Cloud by Palo Alto Networks vs SentinelOne Singularity Cloud Security

Compared 10% of the time

Microsoft Defender for Cloud vs SentinelOne Singularity Cloud Security

Compared 6% of the time

AWS GuardDuty vs SentinelOne Singularity Cloud Security

Compared 6% of the time

CrowdStrike Falcon Cloud Security vs SentinelOne Singularity Cloud Security

Compared 4% of the time

Snyk vs SentinelOne Singularity Cloud Security

Compared 3% of the time

More SentinelOne Singularity Cloud Security Competitors

Prisma Cloud by Palo Alto Networks vs Aqua Cloud Security Platform

Compared 14% of the time

Sysdig Secure vs Aqua Cloud Security Platform

Compared 7% of the time

Trend Micro Deep Security vs Aqua Cloud Security Platform

Compared 4% of the time

Red Hat Advanced Cluster Security for Kubernetes vs Aqua Cloud Security Platform

Compared 4% of the time

Orca Security vs Aqua Cloud Security Platform

Compared 4% of the time

More Aqua Cloud Security Platform Competitors

Microsoft Defender for Cloud vs Wiz

Compared 8% of the time

Prisma Cloud by Palo Alto Networks vs Wiz

Compared 7% of the time

Orca Security vs Wiz

Compared 6% of the time

Upwind vs Wiz

Compared 4% of the time

AWS GuardDuty vs Wiz

Compared 3% of the time

More Wiz Competitors

Product Reports

Buyer's Guide

SentinelOne Singularity Cloud Security

January 2026

SentinelOne Singularity Cloud Security report

Download SentinelOne Singularity Cloud Security product report

Buyer's Guide

Aqua Cloud Security Platform

January 2026

Download Aqua Cloud Security Platform product report

Buyer's Guide

Wiz

January 2026

Download Wiz product report

Also Known As

PingSafe

Aqua Security Platform, CloudSploit, Argon

No data available

Overview

SentinelOne Singularity Cloud Security offers a streamlined approach to cloud security with intuitive operation and strong integration capabilities for heightened threat detection and remediation efficiency.

Singularity Cloud Security stands out for its real-time detection and response, effectively minimizing detection and remediation timelines. Its automated remediation integrates smoothly with third-party tools enhancing operational efficiency. The comprehensive console ensures visibility and support for forensic investigations. Seamless platform integration and robust support for innovation are notable advantages. Areas for development include improved search functionality, affordability, better firewall capabilities for remote users, stable agents, comprehensive reporting, and efficient third-party integrations. Clarity in the interface, responsive support, and real-time alerting need enhancement, with a call for more automation and customization. Better scalability and cost-effective integration without compromising capabilities are desired.

What are SentinelOne Singularity Cloud Security's standout features?

Ease of Use: Intuitive operation simplifies navigation across platforms.
Real-Time Detection: Quick identification and response to threats.
Automated Remediation: Streamlines recovery processes with integration capabilities.
Forensic Visibility: Aids in thorough threat analysis and prevention strategies.
Comprehensive Console: Offers full visibility and historical data tracking.
Platform Integration: Supports seamless operation across cloud and hybrid environments.

What benefits should users expect from SentinelOne Singularity Cloud Security?

Enhanced Efficiency: Automation and third-party integration improve threat response.
Improved Detection: Reduces mean time to detect and respond to threats.
Operational Support: Comprehensive visibility and forensic tools aid operational decisions.
Cost Efficiency: Affordable integration with scaling capabilities without high overhead.

SentinelOne Singularity Cloud Security is deployed in industries needing robust cloud security posture management, endpoint protection, and threat hunting. Utilized frequently across AWS and Azure, it assists in monitoring, threat detection, and maintaining compliance in diverse environments while providing real-time alerts and recommendations for proactive threat management.

SentinelOne

Aqua Security stops cloud native attacks, preventing them before they happen and stopping them when they happen. Dedicated cloud native threat research and the most loved cloud native security open source community in the world put innovation at your fingertips so you can transform your business. Born cloud native, The Aqua Platform is the most integrated Cloud Native Application Protection Platform (CNAPP), securing from day one and protecting in real-time. Aqua has been stopping real cloud native attacks on hundreds of thousands of production nodes across the world since 2015.

Aqua Security Features

Aqua Security has many valuable key features. Some of the most useful ones include:

Vulnerability scanning
Dynamic threat analysis
Automates DevSecOps
CI/CD integrations
Cloud security posture management
Kubernetes security
Hybrid and multi-cloud
Container security
Serverless security
VM security
Cloud workloads protection

Aqua Security Benefits

There are many benefits to implementing Aqua Security. Some of the biggest advantages the solution offers include:

Designed for scale and performance: The Aqua Security platform was designed to scale to the largest environments in order to protect huge clusters and massive DevOps pipelines.

Empowers DevOps to detect issues early and fix them fast: The solution was designed to help you solve issues immediately - before they cause greater damage to your organization. It helps you gain insight into your vulnerability posture and prioritize remediation and mitigation according to contextual risk.

Automated compliance and security posture: Aqua Security checks your cloud services, Infrastructure-as-code templates, and Kubernetes setup against best practices and standards. This way, you can ensure the infrastructure you run your applications on is securely configured and in compliance.

Artifact scanning: The Aqua Security platform scans artifacts for vulnerabilities, malware, and other risks during development and staging. It allows you to set flexible and dynamic policies to control deployment into your runtime environments.

Minimizes false positives: Aqua Security relies on a variety of sources and proprietary research to curate and present vulnerabilities in the most accurate way, which helps to minimize false positives and unnecessary noise in the pipeline.

Automated security testing: The Aqua Security platform automates security testing in your CI/CD pipeline, and continuously scans registries and serverless function stores to detect emerging risks. By implementing the platform, you can get actionable feedback within your CI environments to empower your organization’s developers to fix issues rapidly.

Granular controls: The solution provides protection for your VM, container, and serverless workloads using granular controls with instant visibility and real-time detection and response.

Sandboxed environment: With Aqua Security, you can run images in a secure sandboxed environment that traces indicators of compromise (IOCs) such as container escapes, reverse shell backdoors, malware drops, code injection backdoors, and network anomalies.

Reviews from Real Users

Lizeth Z., Cloud Security Specialist at Telstra, says, “Aqua Security is the most advanced solution in the market for container security. Aqua Security allows us to check for vulnerabilities in the CI/CD pipeline, so application teams can remediate issues before going into production. Aqua Security helps us to check the vulnerability of image assurance and check for malware.”

Aqua Security

Wiz is a highly efficient solution for data security posture management (DSPM), with a 100% API-based approach that provides quick connectivity and comprehensive scans of platform configurations and workloads. The solution allows companies to automatically correlate sensitive data with relevant cloud context, such as public exposure, user identities, entitlements, and vulnerabilities.This integration enables them to understand data accessibility, configuration, usage, and movement within their internal environments.

Wiz's Security Graph delivers automated alerts whenever risks emerge, allowing teams to prioritize and address the most critical issues before they escalate into breaches. Furthermore, Wiz ensures rapid and agentless visibility into critical data across various repositories, enabling organizations to easily determine the location of their data assets.

Wiz Features

Wiz provides various features in the following categories:

Agentless Scanning: The solution can scan every layer of a cloud environment without requiring agents, managing the entire process and providing comprehensive visibility.
Workflow Integration: Users can create customized workflows within Wiz to identify and assign actions based on urgency, integrating them with ticketing systems for quick and efficient remediation.
Vulnerability Management: Wiz's vulnerability management modules provide detailed analytics and visibility across cloud systems, streamlining the manual process of vulnerability discovery. The automated attack path analysis helps identify risks and trace potential points of exposure, allowing users to understand and mitigate them effectively and proactively.
CSPM (Cloud Security Posture Management): Wiz's CSPM module offers instant visibility into high-level risks to an enterprise’s cloud environment, covering all accounts without the need for agents.
Out-of-the-Box Reporting and Custom Queries: The service supports comprehensive reporting with asset context, allowing users to perform complex custom queries on the solution’s user-friendly interface.
Automation Roles and Dashboards: The solution facilitates automation by providing essential roles and dedicated dashboards that enable teams to understand security information quickly, even those with limited expertise.
Contextual Risk Evaluation: The service contextualizes the various components contributing to an issue, providing a risk evaluation framework that helps prioritize remediation efforts.
Security Graph and Visibility: Wiz's security graph offers visibility across the entire organization, even with multiple accounts, enabling users to understand their environment and assets effectively.

The Benefits of Wiz

Wiz offers the following benefits:

Comprehensive agentless scanning
Effective identification and mitigation of vulnerabilities
Streamlined vulnerability management
Robust reporting capabilities and customizable queries
Enhanced automation and role-based access control
Prioritized risk evaluation for efficient remediation
Security posture across multiple accounts

Reviews from Real Users

Kamran Siddique, VP Information Security at boxed.com, remarks his company has seen a ROI while using Wiz, as it simplifies the process by integrating multiple useful tools into one solution.

According to a Senior Security Architect at Deliveroo, Wiz has given their company a fresh approach to vulnerability management, as Wiz's native integrations are extremely useful and paramount to the operational success of their platform.

Get a demo | Wiz

Wiz

Sample Customers

Information Not Available

HPE Salesforce Telstra Ellie Mae Cathay Pacific HomeAway

Wiz is the fastest growing software company ever - $100M ARR in 18 months: Wiz becomes the fastest-growing software company ever | Wiz Blog Discover why companies, including Salesforce, Morgan Stanley, Fox, and Bridgewater choose Wiz as their cloud security partner. Read their success stories here: Customers | Wiz

Buyer's Guide

Aqua Cloud Security Platform vs. Wiz

December 2025

Free Report: Aqua Cloud Security Platform vs. Wiz

Find out what your peers are saying about Aqua Cloud Security Platform vs. Wiz and other solutions. Updated: December 2025.

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