Data Hub vs Rapid7 InsightAppSec comparison

DataHub and Rapid7 are both solutions in the AI Observability category. DataHub is ranked #7 with an average rating of 8.3, while Rapid7 is ranked #21 with an average rating of 7.5. DataHub holds a 0.6% mindshare in AO, compared to Rapid7’s 0.6% mindshare. Additionally, 100% of DataHub users are willing to recommend the solution, compared to 94% of Rapid7 users who would recommend it.

Data Hub

Read 20 Data Hub reviews

1,592 Views
557 Comparison Views

100% willing to recommend

Rapid7 InsightAppSec

Read 20 Rapid7 InsightAppSec reviews

3,008 Views
602 Comparison Views

94% willing to recommend

Data Hub

Rapid7 InsightAppSec

Comparison Buyer's Guide

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Executive Summary

We performed a comparison between Data Hub and Rapid7 InsightAppSec based on real PeerSpot user reviews.

Find out in this report how the two AI Observability solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed Data Hub vs. Rapid7 InsightAppSec Report (Updated: June 2026).

Buyer's Guide

Data Hub vs. Rapid7 InsightAppSec

June 2026

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Helped 902,894 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

Data Hub

Ranking in AI Observability

7th

Average Rating

8.2

Reviews Sentiment

4.8

Number of Reviews

Ranking in other categories

Metadata Management (4th)

Rapid7 InsightAppSec

Ranking in AI Observability

21st

Average Rating

8.2

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Dynamic Application Security Testing (DAST) (5th)

Mindshare comparison

As of July 2026, in the AI Observability category, the mindshare of Data Hub is 0.6%. The mindshare of Rapid7 InsightAppSec is 0.6%. It is calculated based on PeerSpot user engagement data.

AI Observability Mindshare Distribution
Product	Mindshare (%)
Data Hub	0.6%
Rapid7 InsightAppSec	0.6%
Other	98.8%

AI Observability

Featured Reviews

Akashkhurana Hirana

Senior Software Engineer 2 at Porch

Metadata management has streamlined lineage tracking and data discovery for our teams

The best features Data Hub offers include its integration capability with many popular tools like Apache Airflow, Snowflake, dbt, Looker, Apache Kafka, and BigQuery. These tools provide us with data in various places, and we commonly use Apache Airflow for the DAG, while utilizing BigQuery as our database and Apache Kafka for consuming messaging queues. Data Hub easily connects with all these tools and features excellent data discovery and visualization capabilities. We can see data visibility, where it comes from, its upstream and downstream relationships. If we remove a column, we can assess the impact of that change. Furthermore, if there are duplicate datasets being used by different teams that do not communicate regularly, onboarding all data to Data Hub allows us to identify these duplicates easily. Out of all those features, I believe data discovery and impact analysis are the most valuable for my team because when we want to add or drop a column, we can assess the impact analysis to understand the downstream effects. This helps us know who owns a dataset, and we can easily contact the owner. Tracking the data lineage back to the source table is also a key benefit. Data Hub has positively impacted my organization by significantly reducing manual work that was previously needed to identify upstream and downstream data relationships, as well as recognizing duplicate datasets. If a data contract is broken, we now easily get notified of those issues, making the process much easier and more efficient. It is particularly useful for data engineers and platform teams to check for problems directly within Data Hub. Data Hub has saved our team a lot of time. For example, in a large company like Porch, if I want to know whether a specific dataset exists, I can check Data Hub, as it serves as a centralized point for managing the metadata of our data. While it does not contain all data, it does contain the metadata necessary for understanding the dataset's origin. If a dataset does not exist, I can simply see who the owner is and reach out to them, which reduces the dependency on others by providing direct access to information in Data Hub.

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Shritam Bhowmick

Vulnerability Management Lead at garrett

Provides reliable applications security but needs better integration options

There are areas for improvements regarding false positives. Integration capabilities are lacking, as options for integrations with other tools such as SNOW, Jira, or other integration tools are not sufficient in Rapid7 InsightAppSec. The user interface sometimes has glitches, which may prevent appropriate results during navigation, and even when we get appropriate results, it can be impossible to export them to CSV records or download files. Regarding scalability, Rapid7 InsightAppSec is not a scalable solution for our industry due to limited integration capabilities. Rapid7 relies on another tool called InsightConnect, which requires additional investment, detracting from scalability. Another area that needs improvement is the integration of AI capabilities into the platform. Both Rapid7 InsightAppSec and InsightVM need to advance in that area. In terms of behavioral and pattern recognition, identifying complex attacks such as SQL, blind SQL, JSON, and LDAP injections often results in 94% false positives. This necessitates improvement in their behavioral-based analytics feature.

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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

"Data Hub has positively impacted my organization by functioning as an all-in-one solution."

"Acryl Data helps with processing large amounts of data as it is a very good tool that gives good flexibility to store a huge amount of data and is easier to use."

"Data Hub has positively impacted my organization by significantly reducing manual work that was previously needed to identify upstream and downstream data relationships, as well as recognizing duplicate datasets."

"Acryl Data has positively impacted my organization by speeding up all the development."

"Data Hub had a positive impact on my organization by disclosing to the organization and to business users what existed in the data lake."

"We made it a place where all stakeholders in our company could log in and see which data were used for which data marts, which column values meant for which definitions, and how they were measured."

"I find Data Hub to be a very important data catalog tool for a company that values data."

"Data Hub positively impacts my organization and clients by making it easier to search for data, facilitating collaboration, and helping save time."

More Data Hub pros

"The initial setup for us was easy enough. We didn't face too many issues. Deployment took maybe 30 minutes. It's quite quick and doesn't cause too much trouble at the outset."

"The product’s most valuable feature is UI. It is easy to manage and find vulnerabilities in the application."

"In Rapid7 InsightAppSec, a distinctive feature is the provision of a CDM for integrating web servers and web applications. To establish the connection between these applications, you only need to paste the provided CDN into your metadata. Once connected, every piece of information, including vulnerabilities, can be accessed. It also offers demo sessions."

"Dynamic application security scanning provides predefined templates and supports customization. The ability to scan external and internal applications, including on-premises ones, is precious. Additionally, it is a cloud platform, so we don't need to deploy servers or resources. This makes it time-efficient and cost-effective."

"The stability has been very good; I would rate it five out of five in terms of reliability, as it doesn't crash or freeze, there are no bugs or glitches, and the performance is good."

"This is a product that I recommend and my advice for anybody who is interested in trying it, there is a free 60-day trial period where they will fix your problems without any payment."

"It is a very robust solution."

"I rate stability ten out of ten."

More Rapid7 InsightAppSec pros

Cons

"Additionally, Data Hub has a problem with column-level lineage support, especially regarding non-pro users or those without any plans."

"From our understanding, we could not really enjoy the scalability of the data."

"I believe Data Hub could provide more functionalities in the free version."

"However, concerning data quality, it is not sufficiently equipped as it lacks components to evaluate the data quality level, which is a feature available in other data catalogs, indicating an area for improvement."

"We encountered some issues when we wanted to connect our streaming infrastructure to Data Hub, which was somewhat problematic."

"Regarding enhancements for complex projects, I have noticed that sometimes Data Hub does not provide a complete picture of the lineage, particularly in complex data pipelines such as when we fetch data from an API to S3 and subsequently to Snowflake."

"Data Hub can be improved since the version we have in our company does not support profiling for the table side."

"Regarding what I dislike about Data Hub, I think the UI is minimalistic, and I found myself lost sometimes when looking for a specific dataset."

More Data Hub cons

"The number of web applications we can scan is limited."

"Currently, InsightAppSec lacks similar functionality. Customers must wait for remediation during the developers' preparation of a new version."

"The reporting is definitely an aspect of the solution that's in need of some work."

"There is room for improvement in the response time of customer service and support levels."

"The product’s pricing could be flexible."

"There is room for improvement in Rapid7 InsightAppSec by giving clients the ability for extra columns on reports and enabling the extraction of remediation reports into a CSV format. Currently, the PDF format is cumbersome to go through when dealing with thousands of pages."

"We'd like to see integrations with WAF solutions."

"The performance can be improved."

More Rapid7 InsightAppSec cons

Pricing and Cost Advice

Information not available

"Its price is competitive. It is not expensive."

"The price of this product is very cheap."

"I'm not sure how much it costs exactly, but I know it's expensive."

"Rapid7 InsightAppSec is cheap."

"They offer a good price, but I don't remember its cost. It is fair as compared to the competition. We have opted for project-based licensing, not user-based. We can add any number of users. That doesn't matter. It is worth the money."

"I rate Rapid7 InsightAppSec’s pricing an eight out of ten."

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902,894 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

17%

Outsourcing Company

12%

Wholesaler/Distributor

Manufacturing Company

13%

Financial Services Firm

10%

Construction Company

Government

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	5
Midsize Enterprise	7
Large Enterprise	14

By reviewers
Company Size	Count
Small Business	12
Midsize Enterprise	2
Large Enterprise	5

Questions from the Community

What needs improvement with Data Hub?

I think Data Hub can be improved by supporting the open source version better. Many features have moved to the paid version now, making it difficult for small-scale companies to operate on Data Hub...

See all answers

What is your primary use case for Data Hub?

My main use case for Data Hub is that we use it as a library for all the data assets that we generate. It serves as an internal data mart where people can search for whatever data they need, and th...

See all answers

What advice do you have for others considering Data Hub?

Data Hub does most of the job it is designed to do, but there could still be improvement as the industry progresses, particularly around metadata discovery. Regarding Data Hub's AI capabilities, it...

See all answers

What needs improvement with Rapid7 InsightAppSec?

Customers sometimes experience issues with performance. One thing that I recall is that most customers often want to have reporting as per their customized dashboard. This needs to be improved beca...

See all answers

What is your primary use case for Rapid7 InsightAppSec?

I usually recommend this solution for financial institutions. Banks and financial institutions need this solution mostly because they have to follow stringent compliance advisory requirements, so t...

See all answers

What advice do you have for others considering Rapid7 InsightAppSec?

I have not heard any complaints. I do not have any recommendations because customers were initially worried about the number of scans they used to perform, and now it has been enhanced or it will s...

See all answers

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Product Reports

Buyer's Guide

Data Hub

June 2026

Download Data Hub product report

Buyer's Guide

Rapid7 InsightAppSec

June 2026

Download Rapid7 InsightAppSec product report

Also Known As

Acryl Data

InsightAppSec

Overview

Data Hub is an advanced platform designed to streamline data management processes, enhance data accessibility, and provide comprehensive analytics capabilities for informed decision-making.

Data Hub offers a unified approach to handling large-scale datasets, empowering organizations to effectively manage, analyze, and extract insights from their data infrastructure. It provides robust features for data integration, storage, and visualization, supporting diverse business needs and driving data-driven strategies.

What are the key features of Data Hub?

Data Integration: Seamlessly combines data from multiple sources for cohesive analysis.
Scalability: Supports growing data needs without performance degradation.
Analytics Tools: Enables advanced data processing and insightful reporting.
Security: Robust security protocols to ensure data compliance and protection.
Custom Dashboards: Offers customizable interfaces for tailored analytics displays.

What benefits do users experience with Data Hub?

Increased Efficiency: Streamlines data processes, reducing time and resource spent.
Cost-Effectiveness: Minimizes need for multiple data management tools.
Improved Decision Making: Provides actionable insights through data analytics.
Enhanced Collaboration: Facilitates data sharing across departments, encouraging teamwork.

Data Hub is implemented across industries such as finance, healthcare, and retail, providing tailored solutions that meet specific demands in areas like customer data analysis, patient record management, and inventory tracking. Its ability to adapt to sector-specific requirements makes it a versatile choice for businesses seeking enhanced data capabilities.

DataHub

Rapid7 InsightAppSec is a cloud-based security tool offering robust web scanning capabilities with a user-friendly interface and seamless integration. It enhances dynamic application security testing through customizable modules, providing comprehensive reports and remediation guidance.

InsightAppSec delivers dynamic application security testing with features like Attack Replay and a centralized dashboard for vulnerability insights. It supports flexible deployment options and simplifies scheduling frequent scans. The tool's intuitive graphical interface and extensive scanning coverage make it valuable for identifying vulnerabilities in web applications, APIs, and e-commerce sites, ensuring compliance. However, improvements are needed in detection accuracy, reporting options, and integrations with external tools like WAF and ticketing systems. There is a need for better scan management, support for mobile applications, customized reporting options, pricing flexibility, improved support, and AI integration.

What are the key features of InsightAppSec?

Seamless Integration: Easily integrates within SDLC for automated scans.
User-Friendly Interface: Offers an intuitive graphical experience.
Robust Web Scanning: Provides extensive vulnerability scanning of web applications and APIs.
Customizable Attack Modules: Tailors testing to meet specific security needs.
Attack Replay: Facilitates re-testing of potential vulnerabilities for accuracy.
Centralized Dashboard: Offers comprehensive insights into vulnerabilities.

What benefits should users look for?

Comprehensive Reports: Delivers detailed insights into security vulnerabilities.
Remediation Guidance: Provides actionable advice to fix identified vulnerabilities.
Scalability: Supports growth by handling increased demands efficiently.
Extensive Coverage: Ensures thorough security testing across multiple platforms.
Flexible Deployment: Adapts to different operational environments.

Industries rely on InsightAppSec for vulnerability scanning to secure web applications, APIs, and e-commerce platforms. Its integration within the SDLC aids in automating scans during development. While limitations exist with certain tool integrations, its cloud-based engine and effective reporting make it essential for internal and external application security assurance.

Rapid7

Sample Customers

Information Not Available

CenterPoint Energy, CPA Australia, Hypertherm, First American Financial Corporation, Rackspace

Buyer's Guide

Data Hub vs. Rapid7 InsightAppSec

June 2026

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