Sysdig Secure vs Wiz comparison

Sysdig and Wiz are both solutions in the Cloud-Native Application Protection Platforms (CNAPP) category. Sysdig is ranked #12 with an average rating of 8.4, while Wiz is ranked #1 with an average rating of 8.8. Sysdig holds a 3.3% mindshare in CNAP, compared to Wiz’s 21.6% mindshare. Additionally, 100% of Sysdig 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

Sysdig Secure and Wiz are two leading security platforms with distinct capabilities. Users show a preference for Wiz's features, making it the superior product despite higher pricing.

Features: Sysdig Secure is praised for container and Kubernetes security, monitoring, and runtime protection. Wiz excels in cloud-native application protection, vulnerabilities detection, and compliance management. Users recognize Wiz as offering more comprehensive features.

Room for Improvement: Sysdig Secure users note improvements needed in integration with other tools, UI intuitiveness, and performance metrics. Wiz users recommend enhanced documentation, reducing false positives, and better API support. Wiz's feedback often highlights documentation issues.

Ease of Deployment and Customer Service: Sysdig Secure's deployment is appreciated for Kubernetes environments, with positive reviews on customer support. Wiz provides faster deployment across multi-cloud environments and receives high marks for responsive support.

Pricing and ROI: Sysdig Secure is seen as cost-effective with good ROI, but users note higher initial setup costs. Wiz has higher ongoing costs but users find the features justify the price, resulting in a better perceived ROI. Despite higher costs, Wiz is viewed as offering better value for its comprehensive security capabilities.

To learn more, read our detailed Sysdig Secure vs. Wiz Report (Updated: December 2025).

Buyer's Guide

Sysdig Secure 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 December 2025, in the Cloud-Native Application Protection Platforms (CNAPP) category, the mindshare of SentinelOne Singularity Cloud Security is 4.7%, up from 2.5% compared to the previous year. The mindshare of Sysdig Secure is 3.3%, up from 2.3% compared to the previous year. The mindshare of Wiz is 21.6%, down from 25.9% 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	21.6%
SentinelOne Singularity Cloud Security	4.7%
Sysdig Secure	3.3%
Other	70.4%

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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Mumu Muhaemin

DevSecOps Engineer at a outsourcing company with 1,001-5,000 employees

Runtime threat detection has improved and security teams prioritize real Kubernetes risks

The best feature Sysdig Secure offers is threat detection. The threat detection feature on Sysdig Secure stands out compared to other solutions I have seen or used because Sysdig sees the actual behavior inside the container or kernel and correlates it with Kubernetes infrastructure, which makes detection both earlier and more precise in a cloud-native environment. Sysdig Secure has positively impacted our organization by improving visibility into our Kubernetes environment and focusing on real risk, which has reduced alert noise, improved threat detection at runtime, and made vulnerability management more efficient by prioritizing issues that actually affect running workloads.

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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.

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Quotes from Members

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

Pros

"It integrates very well. We sell different products from different vendors. We know that the SentinelOne Singularity platform can be integrated with several different solutions from different vendors."

"SentinelOne Singularity Cloud Security has significantly improved our risk posture."

"SentinelOne Singularity Cloud Security offers an intuitive user interface that lets us navigate quickly and easily."

"I would rate their support a ten out of ten."

"The most valuable aspects of SentinelOne Singularity Cloud Security are its alerting system and the remediation guidance it provides."

"Cloud Native Security is user-friendly. Everything in the Cloud Native Security tool is straightforward, including detections, integration, reporting, etc. They are constantly improving their UI by adding plugins and other features."

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

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

More SentinelOne Singularity Cloud Security pros

"Sysdig Secure has many strong foundational features like compliance and benchmark, security, network access management, and vulnerability management."

"The tool has the capability to conduct scans initially. It can perform scans on your virtual machines, physical machines, containers, and container images. A standout feature is its ability to scan offline container images stored in your container registry. Additionally, it can scan runtime images in your cluster or on your host machine. This allows for the detection of vulnerabilities in running containers, including loaded libraries. Notably, the tool can identify which library vulnerabilities are already present in your system. An added advantage is its capacity to take action beyond threat detection. It has the ability to block access and respond to encountered threats."

"In terms of measurable outcomes, I have seen a reduction in vulnerabilities, as Sysdig Secure can tell us how many vulnerabilities are present on a day-to-day report basis, which has improved our efficiency by more than 50% and helps us stay compliant with necessary regulations."

"Sysdig Secure has positively impacted our organization by improving visibility into our Kubernetes environment and focusing on real risk, which has reduced alert noise, improved threat detection at runtime, and made vulnerability management more efficient by prioritizing issues that actually affect running workloads."

"The most valuable feature is the level of support that we get. Our solutions or customer success representative is very valuable. I see them as an extension of our security team."

"The proactiveness of the support has been fantastic. Every time we mention something in a meeting that we're trying to do, he proactively takes that as an investigation topic and looks into it. He'll provide the solution even though we might not have asked him to investigate it."

"I have not seen any stability issues so far."

"From a container-based standpoint, it offers excellent scalability to its users...I would tell those planning to use the solution that, from a container standpoint, it's excellent."

More Sysdig Secure pros

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

"What I appreciate most about Wiz is that the compliance and CSPM aspects of this cloud-native application protection offering are genuinely better than other products available in the market."

"Wiz saves time by validating a network misconfiguration by not only looking at the cloud asset configuration but also by testing if a port that is stated to be open is actually open."

"The most valuable feature of Wiz is that it keeps information up to date without needing to perform scans or schedule maintenance windows. It provides a fresh snapshot of our vulnerability metrics."

"Wiz has helped me consolidate some tools, as it is not just doing the job of the security tool alone, and we do not need to invest in multiple tools because all aspects such as infrastructure, application, vulnerabilities, and the regular security scoring patterns are in-built into Wiz along with the inventory manager."

"The tool is very powerful in nature."

"Wiz is a very powerful product technologically."

"The security baseline and vulnerability assessments is the valuable feature."

More Wiz pros

Cons

"SentinelOne Singularity Cloud Security has limited legacy system support and may not fully support older operating systems or legacy environments."

"The first downside of SentinelOne Singularity Cloud Security was the onboarding process, which was very challenging and took a lot of time."

"The resolution suggestions could be better, and the compliance features could be more customizable for Indian regulations. Overall, the compliance aspects are good. It gives us a comprehensive list, and its feedback is enough to bring us into compliance with regulations, but it doesn't give us the specific objects."

"Once all components, including the cloud piece and container runtime piece, integrate further and incorporate an AI layer for better comprehension, it will greatly enhance the utility of Singularity Cloud Security."

"While the future roadmap presented by SentinelOne appears promising, I hope the envisioned advancements are realistically achievable and that the gap between current offerings and long-term goals is not too significant."

"There is room for improvement in application security posture management features, and SentinelOne Singularity Cloud Security is on the costlier side."

"SentinelOne Singularity Cloud Security filtering has some areas that cause problems, and to achieve single sign-on functionality, a break-glass feature, which is currently unavailable, is necessary."

"We repeatedly get alerts on the tool dashboard that we've already solved on our end, but they still appear. That is somewhat irritating."

More SentinelOne Singularity Cloud Security cons

"The dashboard could be more simple and show the more important issues that are detected first. We'd like to be able to set it up so more important issues show up more prominently in the dashboard."

"Sysdig's biggest weakness is dashboarding and reporting. You have access to the data and can get everything you need, but we need the ability to summarize the information quickly in a format that senior leaders can understand. We report to the executive level and global board. I need to roll all that in-depth information into a quick summary, and their maturity level isn't there. I'm seeing that on the future road map, but it isn't there now."

"Perhaps, it could support more custom implementations, as our company utilizes custom implementations rather than standard ones. Configuring it requires a deep understanding and adjustment to our specific needs, which took some time. Other than that, I'm unsure about potential improvements. We were considering the possibility of compartmentalizing their tools. Currently, in Sysdig Secure, they bundle multiple features, and we are unable to use them individually. For instance, if we only need compliance scanning, we have to deploy the entire secure package. This is because of the way their agent functions, but I can't delve into more details."

"Banks and financial institutions cannot use Sysdig Secure because it doesn't sell SaaS-hosted versions for under two hundred working nodes."

"Sysdig Secure needs to scale more for complete cloud-native coverage."

"They should make it specific with a couple of features only."

"Sysdig Secure works well for us, but there are a few areas for improvement, such as the alerting and notification system being more flexible for complex workflows, and some dashboard and reporting features could be more customizable to match specific team needs."

"I give it an eight because of the bugs, specifically the fix version bug where sometimes there is no fix version shown, and I wish Sysdig Secure would create a customizable UI that orders features by importance to enhance user experience."

More Sysdig Secure cons

"The only thing that needs to be improved is the number of scans per day."

"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."

"One significant area for improvement would be increasing automation. While they excel at identifying issues, we need assistance in minimizing the human hours required for tasks."

"In Wiz, if there is one vulnerability that occurs multiple times, it is listed only once. However, even if it is a single vulnerability in the same category, it repeats multiple times. This feature can be time-consuming as it requires continuous scrolling."

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

"One significant issue is that the searches are case-sensitive, so finding a misconfigured resource can become very challenging."

"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."

"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."

More Wiz cons

Pricing and Cost Advice

"PingSafe is priced reasonably for our workload."

"SentinelOne is relatively cheap. If ten is the most expensive, I would rate it a seven."

"I am personally not taking care of the pricing part, but when we moved from CrowdStrike to PingSafe, there were some savings. The price of CrowdStrike was quite high. Compared to that, the price of PingSafe was low. PingSafe is charging based on the subscription model. If I want to add an AWS subscription, I need to pay more. It should not be based on subscription. It should be based on the number of servers that I am scanning."

"While I'm slightly out of touch with pricing, I know SentinelOne is much cheaper than other products."

"SentinelOne Singularity Cloud Security is costly."

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

"Their pricing appears to be based simply on the number of accounts we have, which is common for cloud-based products."

"SentinelOne offers excellent pricing and licensing options."

More SentinelOne Singularity Cloud Security pricing and cost advice

"Sysdig is competitive. The quality matches the pricing. Obviously, everyone wants things to be cheaper, but if you're realistic, you acknowledge that quality service comes with a price. Sysdig is the gold standard for Kubernetes, and I wouldn't choose anything else. We live in Kubernetes. Everything is containerized, so that means a lot to us, and we're willing to make an investment."

"The solution's pricing depends on the agents...In short, the price depends on the environment of its user."

"I am always going to say that it could be a little bit cheaper. I do feel that it is a little bit on the expensive side."

"It is quite costly compared to other tools."

"In comparison to other cloud solutions, it's reasonably priced. However, when compared to in-house built open-source projects, it might be considered somewhat costly. The cost depends on whether someone sees the support provided by Sysdig as an advantage or if it's deemed unnecessary. Personally, I find the support to be excellent and consider it a good value."

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

"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."

"If one is cheap and ten is expensive, I rate the tool's price as a five out of ten."

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

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

More Wiz pricing and cost advice

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Top Industries

By visitors reading reviews

Computer Software Company

15%

Financial Services Firm

14%

Manufacturing Company

10%

Government

Financial Services Firm

20%

Computer Software Company

14%

Manufacturing Company

Comms Service Provider

Financial Services Firm

16%

Computer Software Company

13%

Manufacturing Company

Healthcare Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	47
Midsize Enterprise	20
Large Enterprise	53

By reviewers
Company Size	Count
Small Business	6
Midsize Enterprise	2
Large Enterprise	5

By reviewers
Company Size	Count
Small Business	9
Midsize Enterprise	8
Large Enterprise	18

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?

One area that could be improved in SentinelOne Singularity Cloud Security is their policies; the way they have config...

See all answers

What do you like most about Sysdig Secure?

The proactiveness of the support has been fantastic. Every time we mention something in a meeting that we're trying t...

See all answers

What needs improvement with Sysdig Secure?

Sysdig Secure could improve in terms of scalability and expanding services to other areas like database monitoring an...

See all answers

What is your primary use case for Sysdig Secure?

Sysdig Secure ( /products/sysdig-secure-reviews ) is used for cloud-native infrastructure, application monitoring, an...

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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 11% of the time

AWS GuardDuty vs SentinelOne Singularity Cloud Security

Compared 7% of the time

Microsoft Defender for Cloud vs SentinelOne Singularity Cloud Security

Compared 6% of the time

Aqua Cloud Security Platform vs SentinelOne Singularity Cloud Security

Compared 4% of the time

Tenable Security Center vs SentinelOne Singularity Cloud Security

Compared 3% of the time

More SentinelOne Singularity Cloud Security Competitors

Prisma Cloud by Palo Alto Networks vs Sysdig Secure

Compared 7% of the time

Trivy vs Sysdig Secure

Compared 5% of the time

Red Hat Advanced Cluster Security for Kubernetes vs Sysdig Secure

Compared 5% of the time

Sysdig Falco vs Sysdig Secure

Compared 5% of the time

Aqua Cloud Security Platform vs Sysdig Secure

Compared 4% of the time

More Sysdig Secure 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

Snyk vs Wiz

Compared 2% of the time

More Wiz Competitors

Product Reports

Buyer's Guide

SentinelOne Singularity Cloud Security

December 2025

SentinelOne Singularity Cloud Security report

Download SentinelOne Singularity Cloud Security product report

Buyer's Guide

Sysdig Secure

December 2025

Download Sysdig Secure product report

Buyer's Guide

Wiz

December 2025

Download Wiz product report

Also Known As

PingSafe

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

In the cloud, every second counts. Attacks move at warp speed, and security teams must protect the business without slowing it down. Sysdig stops cloud attacks in real time, instantly detecting changes in risk with runtime insights, a unique AI architecture, and open source Falco. Sysdig delivers live visibility by correlating signals across cloud workloads, identities, and services to uncover hidden attack paths. By knowing what is running, teams can prioritize the vulnerabilities, misconfigurations, permissions, and threats that matter most. From prevention to defense, Sysdig helps enterprises move faster and focus on what matters: innovation.

Sysdig. Secure Every Second.

Sysdig

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

SAP Concur, Goldman Sachs, Worldpay, Experian, BigCommerce, Arkose Labs, Calendly, Noteable, Bloomreach. More here: https://sysdig.com/customers/

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

Sysdig Secure vs. Wiz

December 2025

Free Report: Sysdig Secure vs. Wiz

Find out what your peers are saying about Sysdig Secure vs. Wiz and other solutions. Updated: December 2025.

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