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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)
6th
Ranking in Cloud-Native Application Protection Platforms (CNAPP)
6th
Average Rating
8.6
Reviews Sentiment
7.0
Number of Reviews
54
Ranking in other categories
Vulnerability Management (5th), Container Security (8th), Cloud Workload Protection Platforms (CWPP) (7th), SaaS Security Posture Management (SSPM) (2nd)
Darktrace
Ranking in Cloud Security Posture Management (CSPM)
11th
Ranking in Cloud-Native Application Protection Platforms (CNAPP)
11th
Average Rating
8.2
Reviews Sentiment
7.1
Number of Reviews
85
Ranking in other categories
Email Security (11th), Intrusion Detection and Prevention Software (IDPS) (1st), 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 (12th)
Upwind
Ranking in Cloud Security Posture Management (CSPM)
25th
Ranking in Cloud-Native Application Protection Platforms (CNAPP)
16th
Average Rating
9.6
Reviews Sentiment
6.7
Number of Reviews
4
Ranking in other categories
Vulnerability Management (40th), Container Security (27th), Software Composition Analysis (SCA) (20th), Cloud Workload Protection Platforms (CWPP) (18th), Managed Detection and Response (MDR) (28th), API Security (11th), Attack Surface Management (ASM) (28th), Dynamic Application Security Testing (DAST) (13th), Data Security Posture Management (DSPM) (18th), Cloud Infrastructure Entitlement Management (CIEM) (8th), Cloud Detection and Response (CDR) (7th), Continuous Threat Exposure Management (CTEM) (14th), AI Security (11th)
 

Mindshare comparison

As of November 2026, in the Cloud-Native Application Protection Platforms (CNAPP) category, the mindshare of Qualys TotalCloud is 2.4%, up from 1.7% compared to the previous year. The mindshare of Darktrace is 2.6%, up from 1.3% compared to the previous year. The mindshare of Upwind is 2.8%, down from 3.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Cloud-Native Application Protection Platforms (CNAPP) Mindshare Distribution
ProductMindshare (%)
Qualys TotalCloud2.4%
Darktrace2.6%
Upwind2.8%
Other92.2%
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 5,001-10,000 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

"The most valuable feature is the consolidated information that it provides from various platforms."
"Qualys TotalCloud has helped us view our risk structure, vulnerabilities, and security posture."
"In my opinion, this is the best tool."
"Multi-cloud visibility saves time and makes things easier, as we can also have comparability to see what configuration differences have been made from cloud to cloud."
"Qualys TotalCloud is an excellent platform, and the beauty of the platform is that we can get all the vulnerabilities, see all the reports in a single dashboard, view them segregated, and easily learn about critical, high, and medium findings with appropriately provided remediation steps."
"The best part I like is the on-demand scans."
"Qualys TotalCloud helps you not just to identify misconfigurations, but you can actually also fix issues."
"Qualys TotalCloud has improved our security posture."
"It is really good; it has given us a view of our company and it has actually caught a couple of people that were doing data exfiltration and stealing data from our company, and we caught them doing it in the act in live time, which is just incredible."
"Darktrace is very flexible."
"Darktrace is very stable, and I would rate its stability a ten out of ten."
"It is autonomous. So, it learns. It uses algorithms and AI to learn the common behavioral patterns on the network, and it is able to identify threats based on abnormal patterns."
"Darktrace is very useful for us because it has a large number of models for detecting threats."
"The most valuable feature of Darktrace and the most valuable feature is the artificial intelligence module because that is the tool that determines automatically if there is any risk or not in the network."
"A very useful feature in Darktrace for real-time threat analysis is the packet inspection that analyzes the packet traffic in real time."
"The NDR is good in their solution and they have NTG for email."
"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."
"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."
 

Cons

"To be honest, I would move out from this tool because it does not give a full view of vulnerability."
"In a future release, I suggest that zero-day vulnerabilities should be predicted in advance using AI technologies. The system is not 100% secure yet, so proactive threat hunting could be enhanced to be more proactive than the current system."
"The improvement needed in Qualys TotalCloud is mainly in the artificial intelligence automation agents, where we can customize and create what meets our needs, not necessarily having to use those provided in the tool."
"I think Qualys TotalCloud needs to improve its handling of zero-day vulnerabilities and supply chain management because modern ransomware attacks not only target prime critical infrastructures but also the supply chain system."
"The cost of Qualys TotalCloud is high and could be more competitive."
"In TotalCloud, I would suggest improvements in policy checks to cater to various inventory types like VPCs, subnets, S3 buckets, or IAMs. There is a lack of data segregation according to criticality or inventory."
"The main area needing improvement is integration. Although the team is strengthening TotalCloud, integration can be enhanced with SIEM, SOAR, ITSM, and other sources."
"In my opinion, the combination of detection and protection features in Qualys TotalCloud cannot protect but can only detect."
"I think there is some MSSP missing."
"Darktrace requires numerous configurations. It would be beneficial if the configuration could be made simpler."
"I would like to see some additional enhancements."
"In terms of improvements, fine-tuning is the area where we have to spend some time because it works on unsupervised machine learning. It would be good if they can improve their algorithm or technical functionality to reduce the fine-tuning effort. They can also come up with something at the endpoint level. So far, Darktrace has been a network detection response (NDR) solution. It does not offer much at the endpoint level or on user-client devices or servers. There should be more visibility at the endpoint level. It would be good to have the detection and response at the endpoint level by Darktrace. It should also have integration with an agile environment so that we can have continuous development and continuous integration in the application development environment. This is currently not there. It should also have internet-facing platform visibility, which is currently missing. They also need to improve the reporting and management dashboards. Currently, these are not so easy for a non-technical person. All these features would make Darktrace much better, and they would also be helpful in selling more solutions."
"It could build in integrations for some complementary products, but it has an assistant plugin so this is not really a big deal."
"In terms of improvements, fine-tuning is the area where we have to spend some time because it works on unsupervised machine learning."
"This product needs more in terms of prevention."
"The pricing is expensive. It costs over $100,000 a year."
"Upwind can be improved because its UI is a bit difficult to navigate."
 

Pricing and Cost Advice

"As a middle management member, I do not have direct pricing knowledge, but based on the knowledge from our meetings, its pricing is competitive."
"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."
"The cost is high, but it meets our organizational needs."
"I am not sure about the pricing. From what I understand, it is a bit on the higher side, but I do not have the exact numbers."
"Qualys TotalCloud offers good pricing that is affordable and competitive with the market. Our partnership also provides us with additional benefits."
"Qualys TotalCloud offers cost-effective licensing flexibility."
"Qualys TotalCloud offers competitive pricing given its comprehensive suite of features, including integration, assessment, remediation, and detection capabilities, all within a single platform."
"There is an annual license to use Darktrace."
"The cost is moderate."
"If you consider the features and the cost of market leaders, we are satisfied with the pricing."
"Prior to negotiating, Darktrace offered their appliance and service for $80,000 per year."
"We had an issue with pricing initially and had to cancel some of the features of the projects to fit the budget. I would like to see pricing that is not broken up into parts so that we can buy the whole package once. Darktrace is more expensive than an average solution, but it's functionality won't match that of an average solution."
"It is expensive."
"The product is expensive."
"I am using a demo of Darktrace for deployment and testing which is free."
Information not available
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Top Industries

By visitors reading reviews
Comms Service Provider
18%
Outsourcing Company
11%
Manufacturing Company
11%
Financial Services Firm
10%
Manufacturing Company
11%
Financial Services Firm
10%
Comms Service Provider
8%
Government
7%
Outsourcing Company
13%
Financial Services Firm
9%
Comms Service Provider
8%
Healthcare Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business16
Midsize Enterprise11
Large Enterprise38
By reviewers
Company SizeCount
Small Business44
Midsize Enterprise21
Large Enterprise29
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for Qualys TotalCloud?
We purchased Qualys TotalCloud for GCP and Azure as well. It is comparatively better than others regarding pricing. T...
What needs improvement with Qualys TotalCloud?
I am unsure about how Qualys TotalCloud can be improved. I do not have anything else to add about the needed improvem...
What is your primary use case for Qualys TotalCloud?
My main use case for Qualys TotalCloud is telemetry, although I am unsure about the specifics. A quick specific examp...
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: September 2026.
920,769 professionals have used our research since 2012.