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Darktrace vs SuperAnnotate comparison

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Comparison Buyer's Guide

Executive Summary

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

Darktrace
Ranking in AI Observability
7th
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) (2nd), Network Traffic Analysis (NTA) (1st), Network Detection and Response (NDR) (1st), Extended Detection and Response (XDR) (6th), Cloud Security Posture Management (CSPM) (10th), Cloud-Native Application Protection Platforms (CNAPP) (10th), Attack Surface Management (ASM) (4th), AI-Powered Cybersecurity Platforms (4th)
SuperAnnotate
Ranking in AI Observability
35th
Average Rating
8.0
Number of Reviews
3
Ranking in other categories
Image Recognition Software (6th)
 

Mindshare comparison

As of October 2026, in the AI Observability category, the mindshare of Darktrace is 1.6%, down from 6.6% compared to the previous year. The mindshare of SuperAnnotate is 0.4%. It is calculated based on PeerSpot user engagement data.
AI Observability Mindshare Distribution
ProductMindshare (%)
Darktrace1.6%
SuperAnnotate0.4%
Other98.0%
AI Observability
 

Featured Reviews

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
Unified workflows have improved AI annotation and evaluation consistency across projects
The best features SuperAnnotate offers are an easy-to-use annotation interface, support for different types of data, and project and task management. Review and quality control workflows are also some of the main features I particularly liked, as they allowed me to work easily with LLM evaluation and multimodal labeling tasks on the same platform. SuperAnnotate helped my team collaborate better on that project because everyone could work within the same workspace and follow the same annotation guidelines for that particular project. We could assign tasks and review completed work, leaving feedback and making corrections without having to manage everything separately. In my case, this was particularly helpful for LLM evaluation and RLHF projects where consistency between different reviewers is very important. SuperAnnotate has had an overall positive impact on my organization mainly by making our annotation and AI evaluation work more organized and efficient. It gave us one place to manage tasks, review the work, and maintain quality across different projects such as multimodal labeling, LLM evaluation, and RLHF projects. This helped us reduce the time spent coordinating the work and made the overall process more consistent.

Quotes from Members

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

Pros

"Darktrace's most valuable features are that it understands the network environment and is able to trace the traffic and alert on anomalies."
"I have used multiple solutions, but its graphical user interface is quite interesting and quite descriptive. There are a lot of video animations, and we can easily see how the data is transferred between various points. That's something really interesting. It is also quite easy to understand for a new user."
"The Dynamic Threat Dashboard is very nice, as it lists all of your threats and rates them, and then you can choose whether to investigate further."
"AI analytics are built directly into the product."
"The most valuable feature is that it gives us visibility of rogue traffic that is on the network."
"Ability to see events and exactly what traffic or website the device had tried to connect to that raised the alert or issue."
"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."
"This is something that is really easy to implement in an organization, gives us good visibility about what is happening in our networks and on the system, and we like the transparency available within our infrastructure now."
"SuperAnnotate has had an overall positive impact on my organization mainly by making our annotation and AI evaluation work more organized and efficient."
"SuperAnnotate has improved productivity and helped achieve better results in my organization."
"These features make my work easier and more efficient during my project because I am able to perform a large volume of audio transcriptions and classifications in a very short period of time, all because of the easy interface that SuperAnnotate delivers."
 

Cons

"This is quite an expensive product so the pricing is something that can be improved."
"I am not so satisfied with the pricing model for Darktrace. The price is a little bit high compared to other solutions."
"The interface and dashboards could be improved for ease-of-use."
"They are too expensive compared with other vendors."
"The program is quite expensive."
"I would like for the product to work on the endpoints as well. I would like to see enhanced visibility into the endpoints and network but this solution only sits on the network itself."
"Darktrace should have more automation and integrations with other security monitoring tools."
"Block attack capabilities or integration with other SIEM solutions such as IBM QRadar."
"One needed improvement is how to save each project, how to know each project has actually been saved, and to ensure that each project is secure from being manipulated by another party."
 

Pricing and Cost Advice

"Darktrace is expensive. You can pay for the license yearly."
"It is a very expensive product."
"It is inexpensive considering what it can do and the competition."
"The pricing is a little high compared to the competition."
"The pricing is subscription-based and it is high."
"It is expensive."
"The cost is moderate."
"We've budgeted about 50,000 Kuwaiti dinars for the solution. That is a yearly operating cost."
Information not available
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Top Industries

By visitors reading reviews
Manufacturing Company
10%
Financial Services Firm
9%
Comms Service Provider
8%
Computer Software Company
7%
Outsourcing Company
22%
Comms Service Provider
16%
Manufacturing Company
16%
Construction Company
14%
 

Company Size

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

Questions from the Community

How does Crowdstrike Falcon compare with Darktrace?
Both of these products perform similarly and have many outstanding attributes. CrowdStrike Falcon offers an amazing user interface that makes setup easy and seamless. CrowdStrike Falcon offers a cl...
Which is better - SentinelOne or Darktrace?
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...
What is your experience regarding pricing and costs for Darktrace?
Concerning pricing for the product, I would say it is somewhat expensive.
What needs improvement with SuperAnnotate?
My experience with SuperAnnotate has been quite positive, and I have not faced any major issues; however, one area that can be improved is the performance when working on very large or complex proj...
What is your primary use case for SuperAnnotate?
My main use case for SuperAnnotate is data annotation and model evaluation for AI training projects, including LLM evaluation, multimodal labeling, and reinforcement learning human feedback related...
What advice do you have for others considering SuperAnnotate?
I noticed the biggest improvement in efficiency and consistency with SuperAnnotate rather than having a specific percentage to quote. The platform made it easier to move through a large number of a...
 

Overview

 

Sample Customers

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.
Information Not Available
Find out what your peers are saying about Darktrace vs. SuperAnnotate and other solutions. Updated: September 2026.
915,341 professionals have used our research since 2012.