Collibra Platform vs Zaloni Data Platform comparison

Collibra and Zaloni are both solutions in the Data Governance category. Collibra is ranked #2 with an average rating of 8.0, while Zaloni is ranked #39. Collibra holds a 8.6% mindshare in DG, compared to Zaloni’s 0.7% 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 74 Collibra Platform reviews

10,446 Views
8,461 Comparison Views

96% willing to recommend

Zaloni Data Platform

Read 2 Zaloni Data Platform reviews

510 Views
398 Comparison Views

50% willing to recommend

Collibra Platform

Zaloni Data Platform

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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: March 2026).

Buyer's Guide

Collibra Platform vs. Zaloni Data Platform

March 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

2nd

Average Rating

7.8

Reviews Sentiment

6.3

Number of Reviews

Ranking in other categories

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

Zaloni Data Platform

Ranking in Data Governance

39th

Average Rating

6.6

Number of Reviews

Ranking in other categories

Data Preparation Tools (13th)

Mindshare comparison

As of March 2026, in the Data Governance category, the mindshare of Collibra Platform is 8.6%, down from 13.8% compared to the previous year. The mindshare of Zaloni Data Platform is 0.7%, 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	8.6%
Zaloni Data Platform	0.7%
Other	90.7%

Data Governance

Featured Reviews

reviewer2696502

Data and Analytics Manager at a insurance company with 10,001+ employees

It enables data governance with customizable workflows and effective customer support

There is an issue with Collibra Catalog's pricing model, especially for organizations with many databases, as the initial package comes with a limited number of connectors. This can lead to manual efforts to connect more databases, increasing costs. It would be beneficial if they offered more connectors as part of the initial package.

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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

"I like the lineage feature the most because I don't think there's any other tool that actually depicts the data flow from multiple sources and the connectivities between every data element inside those sources."

"Except for data quality, everything is perfect."

"The workflow is very good and has been embedded. It also has a great user interface."

"The feature I like most in Collibra Governance is the lineage. It lets me do lineage that you can set up, for example, technical lineage and business lineage. The solution lets me associate the right people with the right assets, so anybody who has to look at end-to-end instances can use Collibra Governance and figure it out, in terms of who to contact, what to do, and where to find what you need."

"Collibra Catalog allows us to automate metadata management, significantly saving time, effort, and finances."

"The workflows allow the creation of custom workflows based on needs."

"As far as the functionality of the tool is concerned, it's pretty slick."

"The most valuable features of Collibra Lineage are the multiple options for automation. Additionally, if you have a scenario where automation does not work, you have the option to manually create the lineage. The solution does not force you to always go through an automated way where you have broken lineage and you are stuck without a lineage."

More Collibra Platform pros

"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

"Collibra gives a lot of facilities in the cloud, but achieving those facilities on-prem becomes a big challenge"

"Occasionally we get little bugs that occur, however, this is typical."

"The platform can sometimes be unstable, particularly in terms of speed and reconnection issues."

"There should be more detailed documentation on the selectors and certain information, and a reduction in cost as compared to other tools."

"There is room for improvement in the Collibra Data Catalog regarding data classification and categorization. It struggles to catalog all categories of data, particularly sensitive data on-prem, which GCP Data Catalog handles better."

"The technical support could be better."

"What I use it for is fairly rudimentary, and I don't have any complaints about it. I haven't tried to stretch the boundaries at all, but it would be nice if there were capabilities built within the system to somehow help enforce the quality and consistency across related elements that are built in the catalog. It could have intelligent capabilities built in to help maintain the quality of the data and information, such as natural language processing, machine learning, and so on."

"I experience occasional downtime, bugs, and some glitches."

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."

"Technical support is in need of improvement."

Pricing and Cost Advice

"Collibra Governance is an expensive solution."

"Collibra Governance is extremely expensive"

"Collibra Governance is expensive - I would rate its pricing as one out of five."

"Collibra Catalog is fairly priced - I would rate their pricing seven out of ten."

"There are different levels of licenses. For example, some users can only do read-only licenses, and others have the stewardship license where they can give access to users."

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

"It is substantial, and we do pay yearly."

"I rate the pricing a three on a scale of one to ten, where one is expensive, and ten is cheap."

More Collibra Platform pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

18%

Manufacturing Company

Computer Software Company

Insurance Company

No data available

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	20
Midsize Enterprise	9
Large Enterprise	55

No data available

Questions from the Community

What needs improvement with Collibra Data Intelligence Platform?

A separate team did the setup for this tool and was involved in setting it up. When they were doing the setup, it was a significant upfront investment in terms of the configuration, modeling, and g...

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

I am a user who has worked at companies that use Collibra Platform as their data catalog and data intelligence platform tool. My first company, MetLife, used Collibra Platform, but I wouldn't know ...

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

My advice to others looking into using Collibra Platform is to use it in cloud because that is the best solution. I give this review a rating of 10 out of 10.

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Comparisons

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Compared 13% of the time

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Compared 6% of the time

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Compared 3% of the time

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Compared 17% of the time

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Product Reports

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Collibra Platform

March 2026

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Buyer's Guide

Data Governance

March 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 simplifies big data for transformative business insights. We work with pioneering enterprises to modernize their data architecture and operationalize their data to accelerate insights for everyday business practices.

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

March 2026

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