Cuckoo Sandbox vs Deep Instinct Prevention Platform comparison

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Cuckoo Logo
2,764 views|1,591 comparisons
100% willing to recommend
Deep Instinct Logo
1,877 views|1,093 comparisons
100% willing to recommend
Comparison Buyer's Guide
Executive Summary
Updated on Jul 27, 2023

We compared Cuckoo Sandbox and Deep Instinct Prevention Platform based on our users' reviews in six categories. We reviewed all of the data, and you can find the conclusion below.

  • Features: Cuckoo Sandbox offers automated analysis in a virtualized environment. Cuckoo users praised its network traffic monitoring and extensibility. Users were impressed by Deep Instinct’s AI-driven approach and ability to detect and prevent zero-day malware. They also appreciate its proactive defense mechanisms.

  • Room for Improvement: Some Cuckoo Sandbox users found the automated analysis to be less accurate. Others reported issues with compatibility and performance. Deep Instinct Prevention Platform could improve its documentation, forensic capabilities, and logging system. Users say Deep Instinct’s AI model could be more transparent, and the solution could be better adapted to multi-tenant use cases.

  • Ease of Deployment: Users say Cuckoo Sandbox has a straightforward installation process and convenient deployment options. Users find it hassle-free and efficient. Deep Instinct Prevention Platform is somewhat complex to set up, requiring multiple steps and some training. The total deployment time may take months.

  • Service and Support: Cuckoo Sandbox support is generally considered excellent, and users noted that they could easily find answers in the solution’s active community forum. However, some users remarked that the documentation could be more comprehensive. Users praised Deep Instinct's customer service and support for their swift response and overall helpfulness.

  • Pricing: Users have provided no feedback on Cuckoo Sandbox’s pricing so far. Deep Instinct Prevention Platform is cheaper than many competing solutions, and support is included with the basic license.

  • ROI: The ROI of Cuckoo Sandbox varies and is influenced by factors like use case, efficiency, and ability to improve security operations. Deep Instinct Prevention Platform’s noteworthy benefits include time savings, reduced false positives, and effective prevention against unknown threats.

Comparison Results: Cuckoo Sandbox is an open-source malware analysis tool known for its automated analysis, virtualized environment, and network traffic monitoring. The solution is highly flexible and customizable, but users would like better documentation, improved performance, and greater compatibility with other solutions. Deep Instinct Prevention Platform offers a unique perspective on cybersecurity, with a focus on behavioral analysis and deep learning-based prevention. It also requires enhancements in its interface, administration, and logging system.

To learn more, read our detailed Anti-Malware Tools Report (Updated: April 2024).
772,422 professionals have used our research since 2012.
Featured Review
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"The scalability is an eight out of ten."

More Cuckoo Sandbox Pros →

"Its false positives are very low, because the behavior analysis engine double checks them.""Instead of having features like rollback and after-event actionable stuff, the whole premise and the context of the solution is to actually prevent these malicious attacks from happening to begin with.... The ability to prevent threats is the most appealing aspect. It absolutely, 100 percent helps with real-time prevention of unknown malware. That's the strength of the product.""The detection rate is very high. In all the testing with around 20 partners in different environments, quite a lot of them had installed with other anti-malware applications, like Sophos. This software can co-exist with those applications in the same machine. This is impressive.""The most valuable feature is its ability to detect and eradicate ransomware using non-signature-based methods.""Deep Instinct was a strategic complement to our Open XDR platform.""It's just a single agent that has everything in it... With the EDR solutions, you have to install it, then you have another service history installed, and you have behavioral analytics, etc. With this, everything is in a single small "box," a small agent that has pretty much got everything.""Good detections for PowerShell. and good user interface.""I really like the behavioral analysis feature, because it looks at all the different things, like arbitrary shellcode and reflective DLL. It looks at a lot of things that threat actors use as threat vectors to get into the environment."

More Deep Instinct Prevention Platform Pros →

Cons
"I want the command to be quicker."

More Cuckoo Sandbox Cons →

"Some features are too resource intensive.""Reporting on incidents needs improvement.""If they can bring some additional, complementary solutions, like network scanning and the like, that will help. If they had some sort of a firewall which could help detect DDoS attacks and other things, it would be an improvement""I am looking forward to them adding Linux in Q1 or Q2 of 2019, as this is often requested by my partners and customers. Currently, Deep Instinct only has Windows, Mac, Android, and iOS.""Due to the nature of deep learning, it’s sometimes difficult to determine why the AI model has blocked a specific file, although this has improved over time.""It would be nice if there were options where, if I have to do SIEM integration, I could do so from the UI: Just pick and choose what SIEM solutions the customers use and have options to have out-of-the-box connection facility.""There's an issue in the installation process where you can't install it unless you disable the built-in Windows Bitdefender antivirus. So, you have to manually disable Microsoft Bitdefender in order to install Deep Instinct. So, that makes it impossible to do a network rollout unless you manually visit each computer, which is ridiculous.""They have a manual, but it is not excessive."

More Deep Instinct Prevention Platform Cons →

Pricing and Cost Advice
  • "We have to pay five to ten thousand dollars for this solution."
  • More Cuckoo Sandbox Pricing and Cost Advice →

  • "If I include the false positive rate and the detection rate in the comparison, Deep Instinct is worth its price."
  • "The pricing is a little bit expensive but we are satisfied with DI's performance."
  • "In comparison to the other products out there, it's exceptionally competitively priced. When you consider the lower administrative overhead that it facilitates, it's an absolute value."
  • "Pricing and licensing are very straightforward. It's two SKUs, one is for the console and the other is for the client."
  • "One thing about their licensing program that I like is that just one covers the server as well as on the endpoint as well as mobile devices. There is no complexity in calculating how many SKUs I need for mobile, for laptop, for desktop, and for servers. It's very simple and that makes it much easier to budget."
  • "We are a nonprofit. The MSP had provides pretty decent nonprofit rates for us. This was one of the key factors that made us choose Deep Instinct over its competitors who were significantly more expensive."
  • "Its pricing is too high, but that is not because of the product. It is expensive because of the cost of the console. You need a console to control the whole thing, but the console is expensive. You have to split this cost among all possible users. Normally, to be able to make it economically attractive, you need at least 1,000 agents, PCs, or users. If you have a customer with 300 to 500 agents, PCs, or users, it becomes too pricey."
  • "Their pricing is very competitive. It is good, fair, and a lot cheaper than what we were doing with Cylance."
  • More Deep Instinct Prevention Platform Pricing and Cost Advice →

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    Top Answer:The product offers integration capabilities and is also easy to use.
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    10th
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    Cuckoo
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    Overview

    Cuckoo Sandbox is an open-source malware analysis system that aids in detecting and analyzing malicious files and URLs. Its primary use case is to provide a secure environment for executing suspicious files or websites and generating detailed reports on their behavior.

    The most valuable functionality of Cuckoo Sandbox is its ability to perform dynamic analysis, which involves monitoring the behavior of malware in a controlled environment. It employs various techniques such as system monitoring, network traffic analysis, and API call tracing to gather information about the malware's activities.

    Cuckoo Sandbox helps organizations by providing them with actionable insights into potential threats. By running suspicious files or URLs in a controlled environment, it can identify and analyze malware that might otherwise go undetected. This helps organizations understand the behavior and capabilities of malware, enabling them to develop effective strategies for prevention, detection, and response.

    Additionally, Cuckoo Sandbox generates comprehensive reports that include detailed information about the malware's actions, network communication, and system modifications. These reports aid in forensic investigations and provide valuable intelligence for threat-hunting and incident response teams.

    Deep Instinct PREVENTS >99% of UNKNOWN threats like ransomware and zero-days before they land inside your environment – not after. With both an agentless and agent-based approach, we ensure file-based and fileless attacks are prevented. To achieve this, Deep Instinct is pioneering the use of deep learning AI to prevent threats in <20ms, without requiring calls to the cloud for threat intelligence. Our ability to scale to the needs of the enterprise is unprecedented as is our delivery of the industry’s lowest false positive rate of <0.1%.

    The Deep Instinct Prevention Platform combines industry-leading static analysis based on the only deep learning framework dedicated to cybersecurity and includes two solutions:

    • Deep Instinct Prevention for Applications is a flexible, containerized and highly scalable solution, deployed via API or ICAP, to scan million so files per day and prevent malicious files from entering storage environments.
    • Deep Instinct for Endpoints complements EDR solutions by preventing threats pre-execution, minimizing false positives, improving the productivity of SOC teams, and increasing the efficiency of the security stack.

    To learn more, visit: https://www.deepinstinct.com.

    Top Industries
    VISITORS READING REVIEWS
    Computer Software Company18%
    Educational Organization10%
    Government8%
    Financial Services Firm8%
    REVIEWERS
    Computer Software Company25%
    Government25%
    Retailer13%
    Non Profit13%
    VISITORS READING REVIEWS
    Computer Software Company21%
    Financial Services Firm11%
    Manufacturing Company8%
    Government7%
    Company Size
    VISITORS READING REVIEWS
    Small Business25%
    Midsize Enterprise19%
    Large Enterprise56%
    REVIEWERS
    Small Business50%
    Midsize Enterprise22%
    Large Enterprise28%
    VISITORS READING REVIEWS
    Small Business33%
    Midsize Enterprise17%
    Large Enterprise50%
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    Cuckoo Sandbox is ranked 20th in Anti-Malware Tools with 1 review while Deep Instinct Prevention Platform is ranked 10th in Anti-Malware Tools with 18 reviews. Cuckoo Sandbox is rated 8.0, while Deep Instinct Prevention Platform is rated 8.6. The top reviewer of Cuckoo Sandbox writes "Provides great technical support and is very scalable". On the other hand, the top reviewer of Deep Instinct Prevention Platform writes "Bolsters prevention with great detection and response capabilities". Cuckoo Sandbox is most compared with VirusTotal, ANY.RUN, VMRay, Microsoft Defender for Endpoint and CrowdStrike Falcon, whereas Deep Instinct Prevention Platform is most compared with CrowdStrike Falcon, SentinelOne Singularity Complete, Microsoft Defender for Endpoint, CylancePROTECT and Cortex XDR by Palo Alto Networks.

    See our list of best Anti-Malware Tools vendors.

    We monitor all Anti-Malware Tools reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.