CAST Highlight vs ReversingLabs comparison

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CAST Highlight

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Executive SummaryUpdated on Nov 5, 2024

ReversingLabs and CAST Highlight compete in the security and software analysis categories. ReversingLabs holds an advantage in security insights and threat detection, while CAST Highlight excels in software intelligence and risk assessment.

Features: ReversingLabs offers comprehensive threat intelligence, malware detection, and extensive integration capabilities. CAST Highlight focuses on software visibility, risk assessments, and in-depth code analysis, providing robust software intelligence.

Room for Improvement: ReversingLabs could enhance its complexity of deployment and explore more cost-effective pricing options. It may also benefit from simplifying some advanced features for broader usability. CAST Highlight can improve by offering offline analysis options, expanding integration with more third-party tools, and providing enhanced customization in reporting features.

Ease of Deployment and Customer Service: CAST Highlight offers cloud-based deployment with a straightforward setup and proactive customer support. ReversingLabs provides flexible deployment options, suitable for diverse environments, and comprehensive technical assistance, although implementation is slightly more complex.

Pricing and ROI: ReversingLabs requires a higher initial investment but promises substantial returns through improved security operations. CAST Highlight presents a cost-effective solution with rapid ROI, leveraging its efficient risk assessment capabilities for quick gains.

To learn more, read our detailed CAST Highlight vs. ReversingLabs Report (Updated: August 2026).

CAST Highlight vs. ReversingLabs

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Helped 909,725 peers since 2012

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

CAST Highlight

Ranking in Software Composition Analysis (SCA)

16th

Average Rating

7.8

Reviews Sentiment

7.3

Number of Reviews

Ranking in other categories

No ranking in other categories

ReversingLabs

Ranking in Software Composition Analysis (SCA)

25th

Average Rating

9.2

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Application Security Tools (41st), Anti-Malware Tools (43rd), Container Security (52nd), Threat Intelligence Platforms (TIP) (29th), Software Supply Chain Security (19th)

Mindshare comparison

As of August 2026, in the Software Composition Analysis (SCA) category, the mindshare of CAST Highlight is 1.3%, up from 1.0% compared to the previous year. The mindshare of ReversingLabs is 1.6%, up from 0.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Software Composition Analysis (SCA) Mindshare Distribution
Product	Mindshare (%)
CAST Highlight	1.3%
ReversingLabs	1.6%
Other	97.1%

Software Composition Analysis (SCA)

Featured Reviews

Nishant Chauhan

Senior Data Engineer at LTM

Automated code insights have improved security checks and made review workflows more consistent

If I talk about improvements for CAST Highlight, I would suggest three things. The first is better understanding or niche understanding. Right now, the intent matching is strong for general topics such as ease of use, but for niche B2B terms such as HIPAA compliance or multi-tenant architecture, it sometimes misses context. Improving the domain-specific models would make highlights more accurate for these verticals. The second improvement is more control over the deduplication logic. CAST Highlight's deduplication is great for avoiding spam, but sometimes we want two similar quotes if they are from very different company sizes, such as SMB versus enterprise perspectives on pricing. A slider to adjust deduplication strictness would help. The third suggestion I would like to give is deeper sentiment and outcome tagging. While it has core sentiment capabilities, it does not tag outcomes automatically. For instance, if a quote mentions saved $50,000 per year, tagging that as cost savings $50,000 would let us build ROI charts instantly instead of reading each quote manually. Regarding user experience, integrations, and reporting, I think there is room to enhance those aspects. Regarding user experience, I would suggest improving user actions in terms of bulk actions and keyboard shortcuts. Day-to-day analysts review 50-plus suggested quotes, and currently it is mostly clicking to approve one by one. Adding bulk approve or reject options and keyboard shortcuts would significantly reduce the time taken. A small UX change can lead to a big speed boost. The second point is integrations when pushing to the CMS and Slack alerts. Right now, we export approved highlights manually from CAST Highlight. If CAST Highlight could push directly to our CMS or send Slack alerts for high-strength quotes that hit trending topics, it would close the loop faster, reducing copy-pasting. The third improvement relates to reporting, specifically custom insight dashboards. The tool displays which topics have the most highlights, but we cannot build custom dashboards yet. For example, showing all security quotes from healthcare companies with more than 1,000 employees over the last 90 days would enable better filtering, and exportable dashboards would streamline quarterly reviews.

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Tim Craig

Forensic Lead, Global Security Fusion Center at a insurance company with 10,001+ employees

Very good malware and goodware repository and enables us to look more deeply at indicators of compromise

The automated static analysis of malware is the most valuable feature. Its detection abilities are very good. It hits all of the different platforms out there, platforms that see the items in the wild. Also, the solution’s object and file analysis provide us with actionable insights. Its malware and goodware repository is very good. It's very robust. It gets all of the different repositories that are out there that do analysis and brings them under one roof where we can statically analyze for those indicators of compromise and look at them more deeply. If we need to go deeper into things, we can do that.

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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

"It offers good performance."

"CAST Highlight provides a clear overview of the role portfolio and allows users to assess the overall quality of the environment. Users can see where improvements are needed and follow up on trends of the application."

"In cloud migration, I use CAST highlight to identify blockers, which are the negative road patterns, and also the boosters, which are positive code patterns."

"We've been using it for two years and found that it is really profitable to have the product in our arsenal."

"The most valuable features of the CAST Highlight are the interface and there are three notations that are very simple to understand and communicate with."

"The solution provides agnostic blockers for platforms as well as for containerization."

"Overall, the accuracy of CAST Highlight has been strong and reliability is consistent for our use case."

"The way it tells you which codebase is more ready for the cloud and which codebase is less ready is very valuable, and it works seamlessly with most languages."

More CAST Highlight pros

"We had nothing in the environment to do such analysis, so it's been a savior in many ways."

"ReversingLabs has a large sample size."

"As far as the availability of the content is generally concerned and the number of malicious programs that can be looked up in the repository, these are very extensive."

"We have complete faith that it can do that for us, and can do it at scale."

"It offers reports on a great many more file types than the other analysis solutions we have. It can give us a more in-depth analysis and better reporting on a larger number of file types. It also gives us a more comprehensive score on a number of things as well, and that's why we're using it as a front-end filter. It gives us more information... It's valuable because of its depth of information, as well as the breadth it gives us. There aren't a lot of tools that cover all of the different file types."

"As far as static analysis information is concerned, we use most of the information that is available in order to determine whether or not we might be dealing with a malware variant. This includes information that is related to Java rules. This is also related to malware families indicated or specific malicious software variants that are labeled by name."

"The automated static analysis of malware is the most valuable feature. Its detection abilities are very good. It hits all of the different platforms out there, platforms that see the items in the wild."

"As far as the malware repository is concerned, it's extensive. It's a good source for finding samples, where we are unable to find them on other channels or by leveraging other sources."

Cons

"If I received categorization in containerization blockers, it would save time."

"Its price should be better. It is a pretty costly tool. They have two products: CAST Highlight and CAST AIP. I would expect CAST Highlight to have the Help dashboard and the Engineering dashboard. These dashboards are currently a part of CAST AIP, and if these are made available in CAST Highlight, customers won't have to use two different products all the time."

"Technical support could be better."

"CAST Highlight could improve to allow us to comment and do a deep analysis by ourselves."

"The reports that describe the issues of concern are rather abstract and the issues should be more clearly described to the user."

"Right now, the intent matching is strong for general topics such as ease of use, but for niche B2B terms such as HIPAA compliance or multi-tenant architecture, it sometimes misses context."

"CAST Highlight is an expensive solution. However, CAST Highlight is less expensive than the CAST AIP, but it remains too expensive and the professional services from CAST are also too expensive."

"There could be potential improvements or additional features added to CAST Highlight to make it better."

More CAST Highlight cons

"The product support could be better at times. Sometimes, the resources that they provide could be of higher quality."

"We would really like further integration with our threat intelligence platform, which is called ThreatConnect. We would also really like further integrations with an endpoint protection product we use called Tanium. The reason I mentioned both of these is that ReversingLabs claims to have extensive integrations with both of them, but they did not work for us."

"While the company is very helpful, it would be very much appreciated to have extensive proof of concept scripts for the different APIs available, though not for all the APIs that we have purchased. Respective scripts are available, but those scripts which are available are typically not of very high quality."

"I would like to see if we could do a little bit more of bulk uploading of hash sets. Right now, I can only do them individually."

"The solution needs to improve integrations."

Pricing and Cost Advice

"CAST Highlight is an expensive solution. However, CAST Highlight is less expensive than the CAST AIP, but it remains too expensive and the professional services from CAST are also too expensive. The high price is part of the problem with the CAST solutions."

"It is a pretty costly tool. A lot of customers are resistant to using it."

"CAST Highlight is an expensive solution."

"Basic support is included with the standard licensing feed but it can be upgraded for an additional cost."

"Currently, the license number of lookups that we purchased has not been reached yet, because the integration has only recently been completed. However, our usage is expected and planned to increase over the next couple of months."

"We have a yearly contract based on the number of queries and malicious programs which can be processed."

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Top Industries

By visitors reading reviews

Outsourcing Company

14%

Financial Services Firm

14%

Government

Educational Organization

Construction Company

16%

Financial Services Firm

11%

University

Computer Software Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	2
Midsize Enterprise	1
Large Enterprise	6

No data available

Questions from the Community

What is your experience regarding pricing and costs for CAST Highlight?

The pricing of CAST Highlight was not considered expensive or cheap, and no specific comment was made about the setup cost.

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What needs improvement with CAST Highlight?

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What is your primary use case for CAST Highlight?

I have been using CAST Highlight for the last four years. In my company, we use CAST Highlight to perform testing for our code to find vulnerabilities and license risks. We also use CAST Highlight ...

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Product Reports

CAST Highlight

Download CAST Highlight product report

Download ReversingLabs product report

Also Known As

No data available

ReversingLabs Titanium, ReversingLabs secure.software

Interactive Demo

CAST

Demo not available

Overview

Portfolio-level insights for app modernization, AI readiness, tech debt, OSS risks

CAST Highlight is a SaaS software intelligence technology that delivers rapid, fact-based insights across your entire application portfolio. By automatically analyzing the source code of hundreds or thousands of applications, CAST Highlight helps organizations assess cloud maturity, AI & Agentic readiness, software health, open source risk, resiliency, technical debt, and sustainability from a single lightweight scan.

CAST Highlight is designed for CIOs, CTOs, enterprise architects, cloud leaders, application owners, security teams, and modernization teams that need a fact-based way to prioritize modernization, cloud, and AI adoption decisions at scale. It helps teams identify which applications are ready to move quickly, which require remediation, and where hidden software risks may affect transformation cost, timelines, security, resilience, or business outcomes.

Unlike traditional manual or survey-based assessments, CAST Highlight analyzes application source code directly to rapidly segment portfolios, prioritize modernization paths, and uncover risks before they impact transformation programs.

Organizations use CAST Highlight to:

Accelerate cloud migration and modernization planning
Segment applications by cloud maturity and transformation path
Identify high-value AI adoption opportunities
Assess Agentic Readiness across application portfolios
Prioritize technical debt, resiliency, and maintainability improvements
Assess open source vulnerabilities and IP / license exposure
Evaluate software sustainability with Green Impact insights
Reduce complexity, cost, and risk across transformation programs

CAST

ReversingLabs delivers a cutting-edge solution for cybersecurity experts, specializing in advanced threat detection and response. It is trusted by industries focused on maintaining high security standards with its innovative use of technology.

ReversingLabs provides comprehensive support for identifying and mitigating threats using a robust intelligence platform. Its unique approach integrates threat detection with automated analysis tools, enhancing organizations' security frameworks. The transparency and depth in tracking files and binaries ensure that users have a clear understanding of potential issues in software and files. With an emphasis on speed and accuracy, it ensures threats are managed before they escalate.

What are the key features of ReversingLabs?

Threat Intelligence Platform: Integrates detailed malware analysis for proactive security measures.
Automated Analysis Tools: Speeds up threat detection and provides in-depth insights.
Comprehensive Data Management: Simplifies complex datasets for enhanced threat recognition.
Open Integration: Smoothly integrates with existing security infrastructures.

What benefits or ROI can users find in ReversingLabs?

Enhanced Security Capabilities: Strengthens defenses against emerging threats before damage occurs.
Efficiency in Detection: Reduces response time through rapid analysis and identification.
Cost Reduction: Minimizes resource allocation by automating the threat management process.
Scalability: Easily expands with growing security needs without added complexity.

ReversingLabs is widely implemented in industries such as finance and healthcare, where data protection is critical. Financial institutions utilize its threat detection to safeguard against data breaches, while healthcare providers rely on it to maintain patient confidentiality and protect sensitive information from cyber threats.

Sample Customers

Liberty Mutual, Barclays, Microsoft, Amazon, IBM, US Army, US Air Force, US Navy, Marsh & McLennan, Ernst & Young, PwC, Boston Consulting Group, Telefonica, Total Energies France, SNCF, Broadridge, Sirius XM

Financial services, healthcare, government, manufacturing, oil & gas, telecommunications, information technology

CAST Highlight vs. ReversingLabs