Collibra Platform vs Zaloni Data Platform comparison

Collibra and Zaloni are both solutions in the Data Governance category. Collibra is ranked #1 with an average rating of 8.2, while Zaloni is ranked #40. Collibra holds a 7.6% mindshare in DG, compared to Zaloni’s 0.8% mindshare. Additionally, 96% of Collibra users are willing to recommend the solution, compared to 50% of Zaloni users who would recommend it.

Collibra Platform

Read 89 Collibra Platform reviews

14,104 Views
11,283 Comparison Views

96% willing to recommend

Zaloni Data Platform

Read 2 Zaloni Data Platform reviews

884 Views
681 Comparison Views

50% willing to recommend

Collibra Platform

Zaloni Data Platform

Comparison Buyer's Guide

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Executive SummaryUpdated on Mar 15, 2026

Zaloni Data Platform and Collibra Platform are products in the data management domain, with Collibra generally favored for its advanced features and positive functionality evaluations, making it a strong investment.

Features: Zaloni Data Platform provides data governance, efficient data cataloging, and lifecycle management. Collibra Platform offers flexible integration options, a comprehensive data governance framework, and end-to-end data stewardship.

Ease of Deployment and Customer Service: Zaloni has a straightforward deployment model with reliable customer service. Collibra features a more complex deployment but provides robust support teams and detailed documentation.

Pricing and ROI: Zaloni Data Platform has competitive pricing and effective cost-management tools for strong ROI. Collibra requires a higher initial investment but delivers significant long-term ROI through its rich environment improving data governance and operational efficiencies.

To learn more, read our detailed Collibra Platform vs. Zaloni Data Platform Report (Updated: June 2026).

Buyer's Guide

Collibra Platform vs. Zaloni Data Platform

June 2026

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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

Collibra Platform

Ranking in Data Governance

1st

Average Rating

7.8

Reviews Sentiment

6.2

Number of Reviews

Ranking in other categories

Metadata Management (1st), AI Governance (1st)

Zaloni Data Platform

Ranking in Data Governance

40th

Average Rating

6.6

Number of Reviews

Ranking in other categories

Data Preparation Tools (13th)

Mindshare comparison

As of June 2026, in the Data Governance category, the mindshare of Collibra Platform is 7.6%, down from 12.8% compared to the previous year. The mindshare of Zaloni Data Platform is 0.8%, up from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Governance Mindshare Distribution
Product	Mindshare (%)
Collibra Platform	7.6%
Zaloni Data Platform	0.8%
Other	91.6%

Data Governance

Featured Reviews

Aditi Kamra

Senior Consultant at Morgan Stanley

Data governance has transformed business glossaries and now drives AI-ready insights

I think it's a great platform. Searching can be made a little better. The data marketplace which it provides is also great, but sometimes when we are searching an element and we know we are not sure if we can find it or if we have missed it. Listing data domains in one place for quick visibility will be an add-on. I am not a hardcore coder. For a coder to create workflows and automate the process, I needed to learn Groovy script and create some workflows. In the automation part, I think it can also introduce a low-code, no-code platform where we can connect different connectors and we can quickly create some automated workflows, if at basic level only, because the next big thing is automation and AI. Low-code, no-code platforms are being used by everyone. I think that will be useful. When I look for a data domain, I'm not able to find it very quickly. For a business owner to know data domains and search data domains, it could be made a little easier. Also, the automation part needs improvement. We are only able to enter the data manually or connect to a data source, but now we want to create some workflows as well. That's why I've chosen a rating of eight. Otherwise, it's really great.

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reviewer1476264

Solution Architect at a financial services firm with 10,001+ employees

Solid multi-ingestion tool but with poor exception handling

The major pain point with Zaloni is that their exception handling is not good. If any event happens (an event is when the job stops in the middle of the process), it doesn't tell you at which point it failed and it doesn't tell the operations team how they should take corrective actions unless you call Zaloni and then identify the issues. That is one issue. Another issue is that sometimes your jobs fail and if you run it a second time, it will go through. A third area it could be improved is the deployment process. When you want to deploy anything, it has a lot of manual processes. For example, you have to create your password in an encrypted format, and then you have to use a lot of manual deployment process. They should actually be building something else, like using Jenkins or automating their process. I have suggested to them that they have to improve their deployment process because they want everyone to run a manual deployment. It takes a lot of time, about half a day, for any single deployment. Then test it, then it might not work, and then reverting back is not easy because of the manual deployment process. I think in recent versions they added a lot of upgrades and additional features including a lot of integrations. Before it was just AWS, later they extended it to Azure. I'm not sure how they have extended it to GCP. It has some built-in features and a lot of improvements now because the UI and the features were not easy to navigate. Regarding showing the metrics, it's okay. I will say it's neither easy nor hard, there is whatever is required. Lastly, on the governance side, it's not very good. We faced some issues with the Ranger version. Ranger was an authentication tool on big data and Zaloni had some compatibility issues with the Ranger at that time. Later they said those are all going to be resolved, but at that time it had some issues. I'm not sure whether it was working with the Sentry or not.

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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

"Gartner identifies Collibra Catalog as the leader, which aligns with our observations."

"The catalog feature is definitely valuable because it makes ingesting the metadata of any application quite simple. You don't have to do things manually. You can just schedule an import, and it will just refresh the metadata of whatever application you want. That's what I like. I usually work on the technical side, and other than that, I usually create integrations. I integrate Collibra with different environments or applications. I'm a developer, so I cannot vouch for the business, but for me, it is quite developer-friendly with the Java API interface and the REST API interface that they have provided. It is good for creating dashboards based on the needs of each and every role. It can be user-specific or group-specific. We usually create dashboards and give them to our business users, and they are quite happy with that."

"I like Collibra's flexibility. I like to be able to modify things for our own use. For example, we've chosen to use Collibra also as a knowledge management tool, even though it is not designed to be a knowledge management tool. That's the beauty of it. It can serve as a knowledge management tool by creating some custom assets specifically for knowledge management."

"Now, it's a very robust metadata management and data governance tool."

"It's not a complicated product."

"There is a good community setup around the solution that can provide insights."

"The data quality module has improved significantly, and the data lineage feature is beneficial for understanding where data is coming from and identifying data duplications."

"The solution's most valuable features are its scalability and how it can be integrated to any other intakes."

More Collibra Platform pros

"The entire need was to ingest it into big data and Zaloni was the fastest product to test and implement into production."

"The most valuable feature is the ability to map data and write workflows with logic inside them."

"You can create a lot of ingestions based on the file levels or based on the time."

Cons

"In Collibra Catalog, the main area that has room for improvement is the search functionality. It should be more natural language oriented instead of searching for exact names."

"The UI is good if you happen to be an administrator and are familiar with the technical side of the administration. If you're a business user, the UI is not good. It is hard to learn. It is hard for those who are administering it to teach to end-users and it can take hours of training to do it. Because it is difficult and non-intuitive, business users resist using it. It is a battle to get them on board and to keep them engaged because of the UI."

"Collibra Platform's platform needs improvement in certain areas such as workflows designed for administration that send excessive notifications, and sometimes it is unclear how many times a workflow instance was triggered."

"The connectors are not very sophisticated. They can do, for example, Informatica and Tableau, but the connectors themselves could be improved."

"I think Collibra Platform could be improved with a simpler UI for business users, faster search capabilities, and better performance for large metadata volumes."

"The solution's data lineage is a little difficult and will not support all the source systems on the database."

"The issue may be the way it's been implemented in my company but, for Collibra to be really useful, what's missing is an easy way to connect to different data sources and different types of data sources and actually ingest and profile some of that data."

"I'm fairly new to the product, however, what I generally hear from my clients is that the requirement around having ways to ingest more metadata."

More Collibra Platform cons

"The major pain point with Zaloni is that their exception handling is not good. If any event happens, it doesn't tell you at which point it failed and it doesn't tell the operations team how they should take corrective actions unless you call Zaloni and then identify the issues. That is one issue."

"When we have gone to the support team because something is wrong with the product, I would say that it has not been easy for them to sort things out and quickly give us a patch."

"The major pain point with Zaloni is that their exception handling is not good."

"Technical support is in need of improvement."

Pricing and Cost Advice

"Many of our customers I spoke to felt that the solution is a bit highly-priced."

"I think it is on a yearly basis, but I'm not involved with the pricing session, so I have no idea. There are several licenses for different models. You get one license per product, but a lot of features are controlled separately through different licenses. So, as and when you want to use a feature, you have to procure the license for that feature."

"Collibra Governance is an expensive solution."

"Collibra provides you with a license based on the subscription model that you purchase."

"I am not so much aware of price details. Initially, there was an add-on NuSoft license to use the DVC connector that NuSoft gives to create integrations, but Collibra is now phasing out of it slowly. Collibra is cutting ties with them is what we have been led to believe, and we have started developing on Spring Boot, which is open source."

"Collibra Governance is an expensive solution."

"We purchase its annual license. There is an extra cost for additional users."

"I would say it's probably in line with what other vendors charge for licensing."

More Collibra Platform pricing and cost advice

Information not available

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Top Industries

By visitors reading reviews

Financial Services Firm

17%

Computer Software Company

10%

Manufacturing Company

Outsourcing Company

No data available

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	24
Midsize Enterprise	14
Large Enterprise	62

No data available

Questions from the Community

What needs improvement with Collibra Data Intelligence Platform?

The UI of Collibra Platform can be improved, as can some APIs such as the import API. Improving the UI and documentation would bring it closer to a perfect score for me, making it more accessible.

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What is your primary use case for Collibra Data Intelligence Platform?

Collibra Platform is used for data governance, bridging business and technical data. I used Collibra Platform to import metadata from GCP projects by utilizing Collibra import APIs. Importing metad...

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What advice do you have for others considering Collibra Data Intelligence Platform?

I would advise others looking into using Collibra Platform to get some training and develop a culture around data governance. I have no idea about Collibra Platform's AI capabilities regarding gove...

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Comparisons

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Compared 20% of the time

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Compared 6% of the time

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Compared 4% of the time

erwin Data Intelligence vs Collibra Platform

Compared 4% of the time

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Compared 16% of the time

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Compared 14% of the time

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Compared 12% of the time

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Compared 9% of the time

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Product Reports

Buyer's Guide

Collibra Platform

June 2026

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Buyer's Guide

Data Governance

May 2026

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Also Known As

Data Intelligence Platform, Collibra AI Governance, Collibra Catalog, Collibra Governance, Collibra Lineage, Collibra Privacy & Risk

ZDP

Overview

Collibra Platform is preferred for workflows, data lineage, and a user-friendly interface. It enhances metadata management with robust collaboration, flexible customization, and powerful reporting, aiding organizations in effective data management.

Collibra Platform provides dependable solutions for metadata management, data lineage, and governance. It strengthens data governance with cataloging, glossaries, automation, and integration, supporting compliance and data quality management. Despite challenges with integration and metadata ingestion, the platform is vital for data governance programs, offering comprehensive AI capabilities and streamlined processes for enterprise data management.

What are Collibra Platform's key features?

Workflows: Enhances process efficiency with customizable workflows.
Data Lineage: Tracks data movement across systems for accountability.
User-friendly Interface: Simplifies interaction with intuitive design.
Metadata Management: Manages and organizes metadata for better insights.
Collaboration Features: Fosters teamwork with integrated tools.
Cataloging and Glossary: Improves governance and traceability.

What benefits should be sought in reviews?

Improved Business Processes: Drives efficiency with automation and customization.
Enhanced Data Governance: Facilitates compliance with comprehensive traceability tools.
Robust Integration: Ensures seamless data flow across various systems.
Advanced Reporting: Provides insights for data-driven decisions.

In industries, Collibra Platform supports IT teams through metadata management and data quality assurance. It is widely used for compliance initiatives like GDPR, speeding up digital transformation and enforcing policy management. Organizations employ it to consolidate business and technical metadata, ensuring effective enterprise-scale data management in diverse sectors.

Collibra

Zaloni Data Platform offers a comprehensive data management solution that addresses the challenges of data governance, security, and integration across complex environments. It enables enterprises to control, manage, and optimize their data assets effectively.

Zaloni Data Platform is recognized for its ability to handle intricate data requirements with a focus on governance and security. It supports efficient data cataloging, enhanced data quality, and robust data lineage. The platform empowers businesses by centralizing and unifying data access, making it simpler to manage Big Data environments. Targeting data professionals, it provides a suite of tools designed to optimize data utilization and streamline data processes.

What are the standout features of Zaloni Data Platform?

Data Cataloging: Provides a comprehensive catalog to discover and understand data assets easily.
Data Governance: Ensures data accuracy and compliance through automated processes.
Data Lineage: Offers visibility into data movement and transformation across systems.
Security and Compliance: Implements strong data security measures and compliance tracking.
Scalability: Adapts to growing data volumes and storage requirements.

What benefits or ROI should users expect from Zaloni Data Platform?

Improved Data Quality: Enhances decision-making with accurate and reliable data.
Operational Efficiency: Reduces time and resources needed for managing data.
Cost Savings: Optimizes data storage and reduces redundant processes.
Risk Management: Minimizes risks related to data breaches and compliance issues.

Zaloni Data Platform has seen successful deployment across industries such as finance, healthcare, and telecommunications. In finance, it helps manage regulatory compliance data requirements. In healthcare, it ensures secure patient data management, while in telecommunications, it supports the integration of data for customer analytics and service improvements.

Zaloni

Sample Customers

AXA XL, DNB, Adobe, PMI, Holland America Line, UC Davis Health, Cox Automotive

CDS Global, AIG,

Buyer's Guide

Collibra Platform vs. Zaloni Data Platform

June 2026

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