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Darktrace vs Upwind comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Jun 3, 2026

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

Qualys TotalCloud
Sponsored
Ranking in Cloud Security Posture Management (CSPM)
8th
Ranking in Cloud-Native Application Protection Platforms (CNAPP)
7th
Average Rating
8.6
Reviews Sentiment
7.1
Number of Reviews
46
Ranking in other categories
Vulnerability Management (11th), Container Security (11th), Cloud Workload Protection Platforms (CWPP) (8th), SaaS Security Posture Management (SSPM) (2nd)
Darktrace
Ranking in Cloud Security Posture Management (CSPM)
11th
Ranking in Cloud-Native Application Protection Platforms (CNAPP)
10th
Average Rating
8.2
Reviews Sentiment
7.1
Number of Reviews
84
Ranking in other categories
Email Security (10th), Intrusion Detection and Prevention Software (IDPS) (2nd), Network Traffic Analysis (NTA) (1st), Network Detection and Response (NDR) (1st), Extended Detection and Response (XDR) (6th), Attack Surface Management (ASM) (4th), AI-Powered Cybersecurity Platforms (4th), AI Observability (7th)
Upwind
Ranking in Cloud Security Posture Management (CSPM)
24th
Ranking in Cloud-Native Application Protection Platforms (CNAPP)
15th
Average Rating
9.6
Reviews Sentiment
6.7
Number of Reviews
4
Ranking in other categories
Vulnerability Management (38th), Container Security (28th), Cloud Workload Protection Platforms (CWPP) (19th), API Security (12th), Cloud Detection and Response (CDR) (7th), AI Security (11th)
 

Mindshare comparison

As of September 2026, in the Cloud-Native Application Protection Platforms (CNAPP) category, the mindshare of Qualys TotalCloud is 2.3%, up from 1.6% compared to the previous year. The mindshare of Darktrace is 2.6%, up from 1.2% compared to the previous year. The mindshare of Upwind is 2.8%, down from 3.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Cloud-Native Application Protection Platforms (CNAPP) Mindshare Distribution
ProductMindshare (%)
Qualys TotalCloud2.3%
Darktrace2.6%
Upwind2.8%
Other92.3%
Cloud-Native Application Protection Platforms (CNAPP)
 

Featured Reviews

reviewer2859021 - PeerSpot reviewer
Sr Security Engineer at a tech vendor with 5,001-10,000 employees
Risk-based triage has transformed container security and now prioritizes high-impact threats
The best features Qualys TotalCloud offers currently include managing cloud infrastructure and container security while facing major challenges such as alert fatigue. Traditional vulnerability scanners flag hundreds of CVEs on short-lived Kubernetes containers, some of which have no internet exposure or are gone before we can even triage them. I leverage Qualys TotalCloud to move beyond static CVSS. I use it to implement runtime exposure, correlation risk reprioritization, and shift-left integration. This notifies developers to fix a base image upstream rather than patching live ephemeral instances. In my work with cloud and container security, the biggest operational hurdle was alert fatigue. I use Qualys to shift left from static CVSS severity to context-aware risk prioritization. I correlated raw vulnerability data with real-time risk factors such as public network exposure, active runtime execution, or overly permissive IAM roles. This allows us to immediately drop the priority of isolated containers and escalate lower-severity CVEs that sit on an exposed, high-risk path. We can map these findings directly back to our CI/CD pipelines so developers can patch the root base images upstream. We have drastically cut down the signal-to-noise ratio, saved a lot of manual hours doing triage work, and ensured engineering effort goes directly towards high-impact risk reduction.
Pasan Jayarathna - PeerSpot reviewer
Network Security Engineer at Cyberwell Solution
Monitoring has improved data loss detection and now spots abnormal internal file transfers quickly
In my understanding, the best feature Darktrace offers is the identification of copying files, which acts as a DLP, and it is a main concern for companies because users sometimes copy data outside without knowing, especially those without a technical background. When I mention the DLP-like feature and file copying detection, the alerts have been very timely, as we get an alert within a couple of minutes, which is excellent. Even if some developers are working after hours and copying files, our SOC team detects this, and most of the time they call us so we can identify the users. The alerts are quite accurate and proactive.
Mohammed Mudasser - PeerSpot reviewer
AI/ML Engineer at a educational organization with 501-1,000 employees
Runtime context has transformed how we prioritize exploitable cloud risks and protect workloads
I appreciate runtime context, which helps connect vulnerabilities and misconfigurations with actual workload behavior and network relationships, making it easier to prioritize remediation based on real exposure rather than simply working through a long list of security findings. The best features that stand out to me are contextual vulnerability prioritization, cloud workload visibility, and runtime security. I especially value how Upwind connects vulnerabilities with actual runtime behavior, which helps focus on exploitable risk rather than working through a long list of findings. It has helped us focus on actual exploitable risk instead of treating every vulnerability equally. By considering runtime activity, exposure, reachability, and sensitive data context, the team can prioritize remediation much faster and reduce unnecessary alert noise. I also value the runtime visibility and attack path context because it connects security findings with network behavior and actual workload. This makes investigations more actionable and helps the team move from simply detecting issues to understanding their real impact. The biggest positive impact has been the prioritization of cloud security risk and improved visibility. Instead of chasing every vulnerability, we can focus on issues that are actually exposed or active at runtime, which makes the security team more efficient and remediation more targeted.

Quotes from Members

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

Pros

"Qualys TotalCloud provides a single, prioritized view based on requirements such as identifying the most vulnerable assets and calculating the average time to remediate vulnerabilities."
"The scalability is good as well. I would rate it ten out of ten."
"Qualys TotalCloud has positively impacted our organization by helping us save time and manage all assets and remediation, allowing us to achieve quarterly and half-yearly goals."
"Its excellent graphical interface makes the scanning process simple."
"With TotalCloud, we can scan through the API. If we are not able to deploy cloud agents on the machine, we can use the API."
"TotalCloud has been excellent in providing us with immediate access to all the products and features we need, such as CSPM, TruRisk Insights, and compliance reports, including CIS and HIPAA."
"Qualys TotalCloud has saved our time by giving us better asset visibility and risk-based prioritization, as it has reduced the time spent manually reviewing CVEs and deciding what to address first."
"I appreciate TotalCloud's real-time protection and remediation features. The remediation options include automated one-click remedies and custom changes that help manage vulnerabilities efficiently."
"Overall, this is a good product that seems to be working well."
"The product can scale."
"I highly recommend the overall solution to other users and rate it as nine out of ten."
"The support was fantastic, really good."
"Regarding the autonomous response feature, I appreciate how it functions within the platform."
"The most valuable feature of Darktrace is the AI that detects abnormal network activity."
"The ability to see what we have not seen before is most valuable. It is very interesting to find out the most vulnerable devices in our network."
"It is very stable and easy to use."
"Upwind has positively impacted my organization by reducing time to action and time to response by half."
"The combination of runtime visibility, security insights, and contextual risk prioritization makes it much easier to focus on the risks that actually matter."
"My advice for others looking into using Upwind is that if you are seeking a strong CNAPP with an advanced runtime and strong CDR capabilities, this is the product."
"They are a great overall cloud security platform and they continue innovating and adding new features."
 

Cons

"There is room for improvement in the support."
"One thing that could be improved is the user experience and navigation."
"Two areas for improvement in Qualys TotalCloud are the speed of the public cloud platform and vulnerability detection."
"TotalCloud could improve the classification of vulnerabilities. Specifically, it could enhance the categorization of what aspects fall under patches resolved by OS or software updates and what pertains to configuration adjustments."
"Qualys TotalCloud has the potential to improve by integrating a hybrid platform for comprehensive management of both on-premises and cloud infrastructures."
"A feature improvement could be the inclusion of Windows OS support for container security, as it is currently only supported for Linux."
"Customer support with Qualys TotalCloud needs a little improvement with the response times."
"Qualys TotalCloud needs to enhance its scanning capabilities in the IP domain, as it currently lacks the functionality to resolve IPs to their corresponding domain names."
"It could build in integrations for some complementary products, but it has an assistant plugin so this is not really a big deal."
"The user interface and the configuration are a bit complex and should be improved or simplified."
"Darktrace does not have any capabilities to configure. So I would like to see supervised machines and capabilities in the next version."
"The main portal needs improvement as it is difficult to use."
"Needs to improve its collaboration with local partners."
"The management dashboards and the meter dashboards should be more user-friendly and simple to use for easy management."
"I feel that Darktrace could be improved, particularly in the support aspect which is currently very poor. We need to chase Darktrace instead of them being proactive with us."
"Darktrace could improve its features, such as monitoring and detecting ransomware."
"Upwind can be improved because its UI is a bit difficult to navigate."
 

Pricing and Cost Advice

"Its price seems higher compared to other tools, but it is worth it. If they could adjust the pricing and make it comparable with other tools, that would be great."
"The cost is high, but it meets our organizational needs."
"The pricing for TotalCloud is attractive and competitive in the market. Given the features, especially the dashboard, I have no concerns regarding pricing."
"While Qualys TotalCloud's pricing is currently acceptable, it is becoming increasingly expensive and may soon be considered overpriced."
"Qualys TotalCloud is expensive."
"Qualys TotalCloud offers competitive pricing given its comprehensive suite of features, including integration, assessment, remediation, and detection capabilities, all within a single platform."
"TotalCloud's price is about right where I would expect it to be."
"Qualys TotalCloud is cost-efficient and was selected for its value compared to other products."
"It is expensive."
"The pricing is expensive. It costs over $100,000 a year."
"The cost is moderate."
"Darktrace is expensive. You can pay for the license yearly."
"The pricing is reasonable."
"It's an expensive solution."
"There is an annual license to use Darktrace."
"Our customers feel that the price of Darktrace is quite high compared to other solutions."
Information not available
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Top Industries

By visitors reading reviews
Comms Service Provider
16%
Outsourcing Company
12%
Manufacturing Company
11%
Financial Services Firm
10%
Manufacturing Company
10%
Financial Services Firm
9%
Comms Service Provider
8%
Computer Software Company
7%
Outsourcing Company
13%
Financial Services Firm
9%
Healthcare Company
7%
Comms Service Provider
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business14
Midsize Enterprise5
Large Enterprise34
By reviewers
Company SizeCount
Small Business44
Midsize Enterprise20
Large Enterprise29
No data available
 

Questions from the Community

What needs improvement with Qualys TotalCloud?
In terms of improvement, remediation still belongs to the cloud team, which is one of the issues we faced with Qualys...
What is your primary use case for Qualys TotalCloud?
My main use case for Qualys TotalCloud is regarding the cloud visibility that we were not having previously. Previous...
How does Crowdstrike Falcon compare with Darktrace?
Both of these products perform similarly and have many outstanding attributes. CrowdStrike Falcon offers an amazing u...
Which is better - SentinelOne or Darktrace?
Which solution is better depends on which is more suitable specifically for your company. Darktrace, for example, is ...
What is your experience regarding pricing and costs for Darktrace?
Concerning pricing for the product, I would say it is somewhat expensive.
What is your experience regarding pricing and costs for Upwind?
The pricing, setup cost, and licensing process were pretty reasonable.
What needs improvement with Upwind?
I would appreciate more customizable dashboards and reporting for different teams, such as security operations, engin...
What is your primary use case for Upwind?
My main use case for Upwind is cloud security and workload protection. I primarily use it to gain visibility into clo...
 

Also Known As

Qualys TotalCloud with FlexScan
No data available
Upwind Security Upwind Platform for AWS Security Hub, Upwind Security Upwind for AWS Security Hub Extended
 

Overview

 

Sample Customers

Information Not Available
Irwin Mitchell, Open Energi, Wellcome Trust, FirstGroup plc, Virgin Trains, Drax, QUI! Group, DNK, CreaCard, Macrosynergy, Sisley, William Hill plc, Toyota Canada, Royal British Legion, Vitol, Allianz, KKR, AIRBUS, dpd, Billabong, Mclaren Group.
StockX, Yotpo, bill, Digital Turbine, nanit, CallRail, boomi
Find out what your peers are saying about Darktrace vs. Upwind and other solutions. Updated: August 2026.
913,806 professionals have used our research since 2012.