Arista NDR vs Darktrace comparison

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Arista NDR

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Executive SummaryUpdated on Jun 3, 2026

Darktrace and Arista NDR compete in the realm of network threat detection and response. Darktrace holds the upper hand due to its advanced AI-driven insights into network behavior, complementing its comprehensive visibility across cloud services.

Features: Darktrace offers AI-driven threat detection, self-learning AI for autonomous responses, and extensive network monitoring across various environments. Arista NDR excels in network detection with real-time traffic analysis, anomaly detection, and strong integration capabilities.

Room for Improvement: Darktrace could enhance its false positive management, visualization tools, endpoint protection, and simplifying configuration. Arista NDR should improve entity resolution accuracy, third-party tool integration, and API capabilities for better interoperability.

Ease of Deployment and Customer Service: Darktrace is versatile for deployment in different environments, though initial setup may be complex. Support is generally good but could be enhanced for complex deployments. Arista NDR integrates seamlessly with existing infrastructure and offers strong initial setup assistance, making it easier for users with comprehensive support.

Pricing and ROI: Darktrace is often considered expensive but justified by its security features and significant ROI through prevention and visibility enhancements. Arista NDR provides competitive pricing and is more cost-effective, offering managed services that offset in-house resource needs, ultimately strengthening security postures at a lower cost.

To learn more, read our detailed Arista NDR vs. Darktrace Report (Updated: September 2026).

Arista NDR vs. Darktrace

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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

Arista NDR

Ranking in Network Traffic Analysis (NTA)

8th

Ranking in Network Detection and Response (NDR)

17th

Average Rating

9.0

Reviews Sentiment

7.6

Number of Reviews

Ranking in other categories

No ranking in other categories

Darktrace

Ranking in Network Traffic Analysis (NTA)

1st

Ranking in Network Detection and Response (NDR)

1st

Average Rating

8.2

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Email Security (10th), Intrusion Detection and Prevention Software (IDPS) (2nd), Extended Detection and Response (XDR) (6th), Cloud Security Posture Management (CSPM) (11th), Cloud-Native Application Protection Platforms (CNAPP) (10th), Attack Surface Management (ASM) (4th), AI-Powered Cybersecurity Platforms (4th), AI Observability (7th)

Mindshare comparison

As of September 2026, in the Network Detection and Response (NDR) category, the mindshare of Arista NDR is 2.9%, down from 4.0% compared to the previous year. The mindshare of Darktrace is 13.3%, down from 22.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Network Detection and Response (NDR) Mindshare Distribution
Product	Mindshare (%)
Darktrace	13.3%
Arista NDR	2.9%
Other	83.8%

Network Detection and Response (NDR)

Featured Reviews

it_user1719513

Chief Technology Officer at a financial services firm with 11-50 employees

it's much easier to create your own queries and hunt for threats

We take in IOCs from my SOC and from AlienVault, and then we focus on traffic that hits IOCs and alerts us to it. The one thing that the Awake platform lacks is the ability to automate the ingestion of IOCs rather than having to import CSV files or JSON files manually. Awake didn't support the manual importation of CSV and JSON in version 3.0, but they added it in version 4.0. It's helpful, but it still has to be a specific CSV format. Automated IOCs are on the roadmap. Hopefully, they will be able to automate the ingestion of IOCs by Q1 next year. I'm currently leveraging Mind Meld, an open-source tool by Palo Alto, to ingest IOCs from external parties. I aggregate those lists and spit them out as a massive list of domains, hashes, file names, IPS. Then we aggregate those into their own specific categories, like a URL category. Awake ingests that just like the Palo Alto firewall does, and then it alerts me if traffic attempts to go into it. Some of that is already on the Palo Alto firewall, which blocks it, but that doesn't mean that there is no attempted communication. I want to know if there's a communication attempt because there might be an indicator on that specific device trying to reach an IOC. Yes, my Palo Alto blocked it, but there's still something odd sitting there, and what if it can reach a different IOC that I don't have information about? I want to focus on it. I could do that by leveraging Awake if it could ingest the IOCs automatically. That's something I leverage Awake for today. I still have to manually import it, which is cumbersome because I have to manipulate the files that I get from the different IOC providers into a specific format that it understands. Once they add the ability to automate that, it'll be more useful.

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Pasan Jayarathna

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.

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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

"The security knowledge graph has been very helpful in the sense that whenever you try a new security solution, especially one that's in the detection and response market, you're always worried about getting a lot of false positives or getting too many alerts and not being able to pick out the good from the bad or things that are actual security incidents versus normal day to day operations. We've been pleasantly surprised that Awake does a really good job of only alerting about things that we actually want to look into and understand. They do a good job of understanding normal operations out-of-the-box."

"I don't know another product that delivers as much value so quickly."

"It gives us something that is almost like an auditing tool for all of our network controls, to see how they are performing. This is related to compliance so that we can see how we are doing with what we have already implemented. There are things that we implemented, but we really didn't know if they were working or not. We have that visibility now."

"Awake’s technology, artificial intelligence, and human expertise within the MNDR service have really increased our security abilities."

"The query language makes it easy to query the records on the network, to do searches for the various threat activities that we're looking for. The dashboard, the Security Knowledge Graph, displays information meaningfully and easily. I am able to find the information that I want to find pretty quickly."

"When I create a workbench query in Awake to do threat hunting, it's much easier to query. You get a dictionary popup immediately when you try to type a new query. It says, "You want to search for a device?" Then you type in "D-E," and it gives you a list of commands, like device, data set behavior, etc. That gives you the ability to build your own query."

"This solution’s encrypted traffic analysis helps us stay in compliance with government regulations. It is all about understanding data exfiltration, what is ingressing and egressing in our network. One common attack vector is exfiltrating data using encryption. My capabilities to see potential data exfiltration over encrypted traffic is second to none now."

"The query language that they have is quite valuable, especially because the sensor itself is storing some network activity and we're able to query that. That has been useful in a pinch because we don't necessarily use it just for threat hunting, but we also use it for debugging network issues. We can use it to ask questions and get answers about our network. For example: Which users and devices are using the VPN for RDP access? We can write a query pretty quickly and get an answer for that."

More Arista NDR pros

"It is very easy to work with Darktrace once you know how it works and the type of permissions that you need to get related to the security over a network. The interface is awesome. I'm sure that you have seen Ironman, and you know Jarvis, the computer of Tony Stark. The interface of Darktrace is very similar, and you can see in 3D, like a hologram, the whole network, traffic, and all the traces inside the network. The interface is awesome, and it provides a lot of information. At least for us, it is very easy to handle this interface, get the reports, and do the interpretation of those reports. Darktrace also provides mobile monitoring. With an app on your mobile phone, you can view the information live, which is very useful for area directors and field engineers. Darktrace can be also correlated with any type of big data solution, such as Splunk."

"Because of all it does, Darktrace is a very good solution, and it doesn't take a lot of time to implement and to get results."

"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."

"It has helped the organization to detect any malware affecting the machines...The network monitoring and the email monitoring features are very valuable for us."

"Its most valuable feature is its ability to identify malicious connected IPs from outside and the attacks that get through to the inside."

"The Enterprise Immune System, Cyber Artificial Intelligence Analyst, and Antigena technology are all very useful aspects of the product."

"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."

"The platform has many modules, and each module examines a different situation in the behavior."

More Darktrace pros

Cons

"Some of the searching capability is a bit hard to use without in-depth knowledge."

"Be prepared to update your SOPs to have your analysts work in another tool separately. There are some limitations in the integrations right now. One of the things that I want from a security standpoint is integration with multiple tools so I don't need to have my analysts logging into each individual tool."

"One concern I do have with Awake is that, ideally, it should be able identify high-risk users and devices and entities. However, we don't have confidence in their entity resolution, and we've provided this feedback to Awake. My understanding is that this is where some of the AI/ML is, and it hasn't been reliable in correctly identifying which device an activity is associated with. We have also encountered issues where it has merged two devices into one entity profile when they shouldn't be merged. The entity resolution is the weakest point of Awake so far."

"They've been focused on really developing their data science, their ability to detect, but over time, they need to be able to tie into other systems because other systems might detect something that they don't."

"It's important that Awake continues to develop its APIs to be able to help intertwine their product into the overall security architecture of a company, just because it is a single tool."

"I enjoy the query language, but it could be a bit more user-friendly, especially for new users who come across it... They should push it more into a natural language style as opposed to a query language."

"Awake Security needs to move to a 24/7 support model in the MNDR space. Once they do that, it will make them even better."

"When I looked at the competitors, such as Darktrace, they all have prettier interfaces. If Awake could make it a little more user-friendly, that would go a long way."

More Arista NDR cons

"The stability isn't good but I like the product."

"The user interface and the configuration are a bit complex and should be improved or simplified."

"Its documentation is not up to the mark. At times, I have a lot of trouble finding a solution."

"They just need to make it a little bit more accurate as far as their alerts are concerned. It does generate some false positives that you have to tune. You have to do a lot of tuning when you first get it because of the false positives, but once it is all tuned up and ready to go, it will do its thing from there."

"The only thing that I can think of that would improve it would be if they had a better visualization and a reporting portal."

"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."

"I would like to see a feature where the tool ingests information from an anti-malware product that is present at the endpoint."

"It would be helpful if they could recognize incidents and simplify the customer's challenge to identify what is happening."

More Darktrace cons

Pricing and Cost Advice

"The solution is very good and the pricing is also better than others..."

"We switched to Awake Security because they were able to offer a model that was significantly less expensive and the value that we get out of it is higher."

"The solution has saved thousands of dollars within the first day. Our ROI has to be in the tens of thousands of dollars since October last year."

"Because I represent a hedge fund, I have some leverage. I told them that they had to meet my conditions if they wanted me as a client. It was the same way with Awake. They wanted an initial four-year agreement. Initially, we signed on for a one-year contract, but they wanted the four-year deal when it came time for the renewal. I told them that I was not doing that. I said that they either had to do it on my terms, or I'd go somewhere else."

"Awake's pricing was very competitive. It's not a cheap option though. It's an investment to utilize it, but it's one that we decided was worth the cost, with the managed services. At our scale, it was a much better option to utilize their software and their managed services to handle this, rather than hiring another person to be an analyst. It was quite cost-effective for us."

"The pricing seems pretty reasonable for what we get out of it. We also found it to be more competitive than some other vendors that we've looked at."

"Awake Security was the least expensive among their competitors. Everyone was within $15,000 of each other. The other solutions were not providing the MNDR service, which is standard with Awake Security's pricing/licensing model."

"This solution is expensive."

"I'm unfamiliar with the exact cost, but we have a yearly license and had to pay for Darktrace's services before the deployment. The product is very expensive, so some organizations can't afford to pay the total amount directly, meaning they often seek a partner or pay in installments, which increases the price more."

"The cost of the solution can be reduced to make it more appealing to customers."

"The cost is moderate."

"It is a very expensive product."

"The product is expensive."

"The pricing is very flexible for Darktrace. Sometimes, a customer does not have the appropriate budget, but Darktrace can handle that. They offer monthly payments, so the customer can acquire the solution very easily."

"We've budgeted about 50,000 Kuwaiti dinars for the solution. That is a yearly operating cost."

More Darktrace pricing and cost advice

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Top Industries

By visitors reading reviews

Outsourcing Company

10%

Financial Services Firm

Manufacturing Company

Comms Service Provider

Manufacturing Company

10%

Financial Services Firm

Comms Service Provider

Computer Software Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	5
Midsize Enterprise	2
Large Enterprise	7

By reviewers
Company Size	Count
Small Business	44
Midsize Enterprise	20
Large Enterprise	29

Questions from the Community

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Which solution is better depends on which is more suitable specifically for your company. Darktrace, for example, is meant for smaller to medium-sized businesses. It is also a good option for organ...

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What is your experience regarding pricing and costs for Darktrace?

Concerning pricing for the product, I would say it is somewhat expensive.

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Product Reports

Arista NDR

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Also Known As

Awake Security Platform

No data available

Overview

Arista NDR specializes in advanced traffic monitoring, effective false positive reduction, and strong data science capabilities, positioning itself as a leading solution in network detection and response.

Arista NDR enhances threat detection with innovations like the Security Knowledge Graph, which boosts situational awareness by up to 50%. Users value the intuitive interface and query language, allowing insights into encrypted traffic without impacting performance. Arista also offers robust threat-hunting services, aiding in proactive security measures. However, improvements are needed in API integration, entity resolution reliability, automation for IOC handling, and AWS configuration education. Greater security tool integration and enhanced query language usability are requested, along with overcoming challenges in encrypted traffic analysis, particularly in the Middle East.

What are Arista NDR's most important features?

Advanced Traffic Monitoring: Provides comprehensive visibility into network activities.
False Positive Reduction: Minimizes alerts, focusing on genuine threats.
Security Knowledge Graph: Enhances threat detection and situational awareness.
Intuitive Interface: Simplifies navigation and usage through an easy-to-use design.
Threat-Hunting Services: Supports proactive security operations.

What benefits should users seek in reviews?

Improved Security Posture: Rapid enhancement of security measures.
Efficient Threat Detection: Quick identification and mitigation of suspicious activities.
Network Visibility: Detailed insights into lateral traffic and threat detection.
Performance Impact: Maintains effectiveness without slowing down operations.
Versatile Deployment: Offers both on-premise and cloud dashboard features.

Arista NDR is frequently implemented across industries for monitoring internal networks, with a focus on lateral traffic movement and threat detection, including ransomware and data exfiltration indicators. Its capabilities are utilized for both compliance and security enhancements, with many turning to its managed services for resource efficiency.

Arista

Darktrace revolutionizes network security with AI-driven alerts, anomaly detection, and robust visibility across networks. It autonomously detects threats, minimizing the need for human oversight, and offers efficient IP identification with minimal false positives.

Darktrace uses advanced AI analytics to enhance network protection. Its powerful real-time threat response capabilities and self-learning enable thorough monitoring and insightful analysis of network activities. While providing scalable and reliable security, users seek improvements in false positive reduction, user-friendly interfaces, and pricing. Enhanced third-party integration, more effective dashboards, and centralized automation features remain top priorities. Users benefit greatly from its Antigena feature, offering automated responses like blocking suspicious connections for robust network defense.

What Are Darktrace's Key Features?

AI-Driven Alerts: Provides real-time alerts for threat detection.
Anomaly Detection: Identifies unusual network activities with precision.
Real-Time Threat Response: Autonomously counteracts potential threats.
Comprehensive Monitoring: Offers detailed network activity insights.
Scalability: Adapts to expanding network environments effectively.

Which Benefits Should Users Consider in Reviews?

Stability: Reliable performance ensures constant protection.
Efficient Cloud Protection: Safeguards data across cloud infrastructures.
Intuitive Interface: Facilitates easy navigation and efficient operations.
Network Visibility: Enhances understanding of network traffic and activities.
Automated Threat Blocking: Quick response to potential network breaches.

In industries employing Darktrace, it is pivotal in securing LAN networks, analyzing behavioral patterns, and detecting internal and external threats. Adoption alongside platforms like F5 and SAP enhances incident response, traffic analysis, and threat identification, utilizing Antigena for proactive security measures.

Sample Customers

- Dolby Laboratories- Seattle Genetics- ARM Energy- Ooma- Prophix- Yapstone

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.

Arista NDR vs. Darktrace