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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

"Having everything in a single place to look for it and a single integration into ServiceNow has been the big transformation."
"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."
"The best features in Qualys TotalCloud include the total asset management of the cloud environment. It is very easy to export the report and see the vulnerabilities related to the cloud specifically."
"I like the web API security and IoT scanning features the most. The user-friendly design of TotalCloud's interface enables customers to navigate it and use its full potential easily"
"One of Qualys' best features is its categorization, which allows us to see the types of assets, their security postures, and the AI-powered version of the tool."
"Its dashboards are brilliant. It provides in-depth insights."
"One of the features I appreciate is the ability to generate daily reports without relying on anyone else."
"I would rate Qualys TotalCloud ten out of ten."
"The solution can scale."
"The most valuable features of Darktrace are its full capabilities, as you have visibility of everything happening on your network, emails, and SaaS applications."
"I am impressed with the product's ability to give insights into network traffic."
"The most valuable part of the product is the whole package, as the features included in the Enterprise Immune System are complete and effective and its detection engine is ridiculously good."
"The solution automatically monitors everything on the network to prevent anti-phishing by monitoring, responding, and restoring the system."
"It is a stable solution."
"Darktrace's most valuable features are that it understands the network environment and is able to trace the traffic and alert on anomalies."
"The Enterprise Immune System, Cyber Artificial Intelligence Analyst, and Antigena technology are all very useful aspects of the product."
"The combination of runtime visibility, security insights, and contextual risk prioritization makes it much easier to focus on the risks that actually matter."
"Upwind has positively impacted my organization by reducing time to action and time to response by half."
"They are a great overall cloud security platform and they continue innovating and adding new features."
"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."
 

Cons

"The response part of the Cloud Detection and Response (CDR) module can be improved."
"We would like to see Windows-based sensors available in Qualys, as this would make the platform more versatile and support a broader range of environments."
"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 onboarding process is a bit difficult. In the initial phase, it is very difficult to understand the features, what the dashboard contains, and what criteria they are using."
"The main area needing improvement is integration. Although the team is strengthening TotalCloud, integration can be enhanced with SIEM, SOAR, ITSM, and other sources."
"Customer support with Qualys TotalCloud needs a little improvement with the response times."
"A feature improvement could be the inclusion of Windows OS support for container security, as it is currently only supported for Linux."
"The support process is inefficient due to the excessive number of replies required when submitting tickets."
"Darktrace requires numerous configurations. It would be beneficial if the configuration could be made simpler."
"I think there is some MSSP missing."
"Darktrace needs significant improvement in its notification capabilities."
"The main portal needs improvement as it is difficult to use."
"One thing that I would like to look at going forward is to have a fully automated network infrastructure that is monitored automatically real-time, and that gives me this kind of capability where I would be able to look at my network at any given time and see the state of my network. With Darktrace, at the moment, I have to almost put in a date and tell them that want you to give me data from this date to this date. I don't want that. I want a fast solution in which it doesn't matter when I log into the application. Whenever I log in, I must be able to see my network and run a report. In other words, if I go in now and I say, "Give me a full report of what happened today, it must be able to give me that. It mustn't just be limited to a seven-day period, for argument's sake. It must be able to give me real-time and day-to-day tracking of what has happened within my network."
"I would like to see some additional enhancements."
"In a shared environment, it doesn't work, and there are still some integration issues."
"The Darktrace Mobile app needs improvement as it's currently limited in functionality, and the learning AI takes a while to adapt to new devices, flagging new users as threats for up to a month before recognizing them as regular network users."
"Upwind can be improved because its UI is a bit difficult to navigate."
 

Pricing and Cost Advice

"Qualys TotalCloud is cost-efficient and was selected for its value compared to other products."
"As a middle management member, I do not have direct pricing knowledge, but based on the knowledge from our meetings, its pricing is competitive."
"It isn't cheap, but it's reasonable. It helps us to manage things with very few resources."
"Qualys TotalCloud offers cost-effective licensing flexibility."
"Although Qualys TotalCloud is relatively expensive due to its unique automation features, its cost-effectiveness is rated an eight out of ten, with ten being the most costly."
"The pricing for TotalCloud is attractive and competitive in the market. Given the features, especially the dashboard, I have no concerns regarding pricing."
"TotalCloud's price is about right where I would expect it to be."
"While Qualys TotalCloud's pricing is currently acceptable, it is becoming increasingly expensive and may soon be considered overpriced."
"The cost of the solution can be reduced to make it more appealing to customers."
"It is expensive."
"We've budgeted about 50,000 Kuwaiti dinars for the solution. That is a yearly operating cost."
"All of the other modules, such as the licensing modules, are on par. It's one for one."
"There is an annual license to use Darktrace."
"The price of Darktrace is high and could be reduced. We pay approximately $30,000 to $54,000 annually."
"The pricing is a little high compared to the competition."
"If you consider the features and the cost of market leaders, we are satisfied with the pricing."
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.