Cloudera Data Platform vs Reltio Cloud comparison

Why PeerSpot?

Cloudera and Reltio are both solutions in the Cloud Master Data Management (MDM) category. Cloudera is ranked #6 with an average rating of 6.8, while Reltio is ranked #4 with an average rating of 7.8. Cloudera holds a 4.2% mindshare in CMDM, compared to Reltio’s 8.9% mindshare. Additionally, 85% of Cloudera users are willing to recommend the solution, compared to 100% of Reltio users who would recommend it.

Cloudera Data Platform

Read 37 Cloudera Data Platform reviews

7,246 Views
1,232 Comparison Views

85% willing to recommend

Reltio Cloud

Read 16 Reltio Cloud reviews

5,210 Views
2,501 Comparison Views

100% willing to recommend

Cloudera Data Platform

Reltio Cloud

Comparison Buyer's Guide

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Executive SummaryUpdated on Jun 3, 2026

Reltio Cloud and Cloudera Data Platform are competing products focused on data management and analytics. Reltio Cloud appears advantaged in support and pricing, while Cloudera Data Platform may be the superior choice with its robust feature set enhancing overall value.

Features: Reltio Cloud's key features include advanced data quality, seamless integration, and a scalable multi-domain MDM platform, focusing on real-time operational insights. Cloudera Data Platform offers comprehensive big data functionalities, including powerful machine learning capabilities, seamless hybrid and multi-cloud management, which provide a more extensive toolset for complex data operations.

Room for Improvement: Reltio Cloud could enhance its analytical abilities and expand feature sets to cover broader operational needs. The platform could also benefit from integrating more predictive analytics tools. Cloudera Data Platform may improve with simplified deployment processes, streamlined multi-cloud management, and enhanced real-time data synchronization features.

Ease of Deployment and Customer Service: Reltio Cloud impresses with a simpler deployment model and strong support, often resulting in quicker integration and less downtime. Cloudera Data Platform's deployment can be more complex due to its broad capabilities, but it provides extensive documentation and a supportive community.

Pricing and ROI: Reltio Cloud offers competitive pricing aligned with its robust data management capabilities, often leading to quicker ROI. Cloudera Data Platform, while more costly upfront, compensates with expansive features that might result in long-term value and higher ROI for businesses needing extensive data processing capabilities.

To learn more, read our detailed Cloudera Data Platform vs. Reltio Cloud Report (Updated: October 2026).

Buyer's Guide

Cloudera Data Platform vs. Reltio Cloud

October 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

Cloudera Data Platform

Ranking in Cloud Master Data Management (MDM)

6th

Ranking in AI Data Analysis

4th

Average Rating

7.6

Reviews Sentiment

5.5

Number of Reviews

Ranking in other categories

Data Management Platforms (DMP) (5th)

Reltio Cloud

Ranking in Cloud Master Data Management (MDM)

4th

Ranking in AI Data Analysis

15th

Average Rating

8.2

Reviews Sentiment

6.1

Number of Reviews

Ranking in other categories

AI Customer Experience Personalization (22nd)

Mindshare comparison

As of November 2026, in the Cloud Master Data Management (MDM) category, the mindshare of Cloudera Data Platform is 4.2%, up from 1.2% compared to the previous year. The mindshare of Reltio Cloud is 8.9%, down from 14.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Cloud Master Data Management (MDM) Mindshare Distribution
Product	Mindshare (%)
Reltio Cloud	8.9%
Cloudera Data Platform	4.2%
Other	86.9%

Cloud Master Data Management (MDM)

Featured Reviews

reviewer2776239

Data engineer at a tech vendor with 10,001+ employees

Uses handwritten notes and voice files to perform text analytics and gain real-time insights

Cloudera Data Platform can be improved in several areas. I recently attended their roadmap session. Whatever limitations they have identified involve moving data from on-premises to cloud as a single-pane view and better lineage. They have done some recent acquisitions as well to overcome their product limitations. They are on the right track by doing this analysis themselves, identifying what the weaknesses are, and then using mergers or acquisitions to overcome them. I would like to add that, beyond the platform itself, they should provide more training to systems integrators so that they can have a more ready workforce to use Cloudera Data Platform.

Read full review

reviewer2826747

Data Domain Lead at a government with 10,001+ employees

Unified data has created trusted golden records but complex AI matching still needs clearer control

Reltio Cloud has greatly enhanced our data management, and I acknowledge there are areas where our team continues to face challenges. Specifically, the AI-based matching feature operates like a black box, making it difficult to understand why certain records are matched or not matched accurately. If there could be better visual debugging and clarity regarding why records are matched, it would significantly aid our decision-making process. The technical configuration, particularly regarding data models and rule matching, can be overly complex for business users, hence a more user-friendly approach, with simplified guidelines, would be incredibly beneficial. Additionally, data stewardship can present complexities, and clearer actions can facilitate addressing these challenges. Performance issues can arise with larger data models and numerous data sources impacting system use, hence enhancements in optimization and ready-to-use features for complex configurations are essential. Pricing can also be convoluted; therefore, a clearer cost model would aid users in comprehending the structure. While data lineage has its merits, it is complex to interpret; thus, improved visualization would greatly benefit users. Ultimately, technical complexity emerges as the primary challenge we face, revealing opportunities for improvement.

Read full review

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"It's the one and only complete open source big data platform Ambari-managed admin configuration for HDFS, YARN, Hive, HBase, etc."

"Cloudera Data Platform has impacted my organization positively by providing cost-saving benefits, which is the North Star because of which we have shifted to it."

"Cloudera Data Platform has significantly improved our data management."

"Cloudera Data Platform proved to be a highly reliable and powerful solution capable of supporting complex enterprise use cases on AWS with strong governance and scalability."

"Cloudera Data Platform has positively impacted our organization by reducing overall manual intervention, requiring fewer efforts and resources to build a big data cluster compared to traditional methods."

"Ambari Web UI: user-friendly."

"Ranger for security; with Ranger we can manager user’s permissions/access controls very easily."

"We have successfully ported a Microsoft SSIS product application into Hadoop, that saved millions of dollars for the company and, at the same time, they are getting better performance."

More Cloudera Data Platform pros

"Its user interface is different from that of other MDM solutions like Informatica"

"We can store the data and enrich it from multiple sources."

"Reltio Cloud offers advantages over competitors, including a dashboard with a good amount of detail that looks significantly better than Informatica or Stibo."

"It is a scalable product, and the scalability is good. We can configure users."

"Reltio Cloud has positively impacted my organization because we were able to promote our data and sell data to our customers."

"Reltio Cloud has introduced a single source of truth, a solution to issues caused by teams sharing data via email and losing track of the latest updates, and as a result, up to 97-78% of operations now have a clearer view, allowing us to focus more on enhancing our operations rather than rectifying data discrepancies, thus productivity has surged, leading to significant cost reductions, with my estimate being over a million dollars in savings within the last few months, enabling faster decision-making and real-time data access without the need for manual compilation."

"The matching feature of Reltio Cloud is highly effective compared to many other tools available. Additionally, it is almost ready to use out-of-the-box, reducing the implementation time."

"The most valuable feature of Reltio Cloud is the customization we can make in its functionality."

More Reltio Cloud pros

Cons

"Security and workload management need improvement."

"Security- Although they support Knox and Ranger and Kerberos, they are still missing attribute-level encryption features."

"Scalability of Cloudera Data Platform is very good and scalable in public cloud. However, it is not as scalable on on-premises private cloud, which adds considerable cost."

"Hive performance. If Hive performance increased, Hadoop would replace (not everywhere) traditional databases (Oracle/Teradata, etc.), which would save a lot of money for the company."

"We face downtime and reliability issues many times a week with Cloudera Data Platform because it is a very complex system and all configurations are managed by the end user."

"That said, there’s still room for improvement in integration speed and UI responsiveness, especially when managing large clusters or hybrid deployments."

"The initial setup may take several hours or days, depending on the challenges faced during installation. It's not always a smooth process due to potential complexities."

"Hadoop, does not provide improved performance, compared to traditional RDBMS, unless processing batches in the TB-PB range, or if the Hadoop platform has significantly more resources available."

More Cloudera Data Platform cons

"Reltio Cloud can be improved by providing the possibility to connect with other connectors and databases such as Snowflake, Databricks, and eventually with Azure Data Factory."

"AI features should be introduced in Reltio more."

"The solution's UI could be enhanced, and its record filtering could be expanded."

"Reltio Cloud could be improved in two specific areas. Firstly, the API capability needs to be enhanced, as when utilizing the REST API and posting a significant amount of data, there are multiple rejections from the MDM side. This can be due to the MDM server not responding or being unable to process the request. Therefore, I suggest that the API capacity should be increased to handle larger amounts of data. Additionally, I have noticed that the response time from the servers can take up to a minute or a few seconds, which can be improved for a faster response time."

"The support team is slow to respond when we need assistance with workflow deployments. We must rely on their availability and contact them to receive the required JAR files."

"Ultimately, technical complexity emerges as the primary challenge we face, revealing opportunities for improvement."

"What could be improved about Reltio Cloud was minimal."

"The deployment is difficult."

More Reltio Cloud cons

Pricing and Cost Advice

"It is priced well and it is affordable"

"Currently, we are using the product in a sandbox environment, and there is no licensing. We might choose a licensing option once we get the results."

Information not available

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Top Industries

By visitors reading reviews

Manufacturing Company

13%

Comms Service Provider

11%

Financial Services Firm

Outsourcing Company

Manufacturing Company

11%

Financial Services Firm

11%

Outsourcing Company

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	8
Midsize Enterprise	7
Large Enterprise	26

By reviewers
Company Size	Count
Small Business	2
Midsize Enterprise	2
Large Enterprise	13

Questions from the Community

What is your experience regarding pricing and costs for Hortonworks Data Platform?

The experience with pricing, setup cost, and licensing is very good.

See all answers

What needs improvement with Hortonworks Data Platform?

Areas for improvement with Cloudera Data Platform could be the initial learning curve that can be a step for teams new to big data economy systems. Platform setup and configuration require careful ...

See all answers

What is your primary use case for Hortonworks Data Platform?

Cloudera Data Platform on AWS was adopted as the core enterprise data platform, covering the full data lifecycle from ingestion to analytics and advanced use cases. Cloudera Data Platform was used ...

See all answers

What needs improvement with Reltio Cloud?

In future updates of Reltio Cloud, I would like to see features such as AI for match and merge, which can create predefined AI address doctors and match and merge for customer data, easily integrat...

See all answers

What is your primary use case for Reltio Cloud?

I use Reltio Cloud for customer data management, specifically for C-MDM purposes.

See all answers

What advice do you have for others considering Reltio Cloud?

Reltio Cloud was not purchased through AWS Marketplace or directly from the vendor. It was already available in my company at that time, so I used the system to showcase its capabilities. What coul...

See all answers

Comparisons

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Compared 10% of the time

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Compared 10% of the time

Palantir Foundry vs Cloudera Data Platform

Compared 8% of the time

ON EBX vs Cloudera Data Platform

Compared 6% of the time

Denodo vs Cloudera Data Platform

Compared 4% of the time

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Semarchy xDM vs Reltio Cloud

Compared 26% of the time

Informatica Intelligent Data Management Cloud (IDMC) vs Reltio Cloud

Compared 14% of the time

ON EBX vs Reltio Cloud

Compared 10% of the time

Stibo STEP MDM vs Reltio Cloud

Compared 8% of the time

Qlik Talend Cloud vs Reltio Cloud

Compared 5% of the time

More Reltio Cloud Competitors

Product Reports

Buyer's Guide

Cloudera Data Platform

October 2026

Download Cloudera Data Platform product report

Buyer's Guide

Reltio Cloud

October 2026

Download Reltio Cloud product report

Overview

Cloudera Data Platform provides efficient data management through features like Hue, Spark, and Impala. It integrates open-source solutions, supports hybrid environments, and enhances data governance while prioritizing security, scalability, and cost-effectiveness.

Cloudera Data Platform addresses data management needs by supporting large-scale analytics, data science, and ETL processes. It facilitates seamless operation with Ambari UI for deployment and monitoring. Users benefit from robust security via Ranger, open-source compatibility, and a flexible eco-system that uses Hadoop components. While it simplifies setup and supports hybrid workloads, improvements in AI, machine learning, stability in Name Node High Availability, and cost management are ongoing needs. Challenges in tool usability, governance maturity, and scalability call for continued innovation, especially in cloud adoption and staying aligned with open-source technologies.

What are the key features of Cloudera Data Platform?

Hue: Facilitates user-friendly interaction with data.
Spark: Offers fast and systemized data processing.
Impala: Ensures efficient SQL query execution on Hadoop.
Ambari UI: Simplifies cluster monitoring and deployment.
Open-Source Integration: Enhances flexibility and innovation.
Ranger Security: Provides comprehensive data protection.

What benefits or ROI should users focus on in reviews?

Scalability: Supports growing data needs efficiently.
Cost-Effectiveness: Helps in reducing operational expenses.
Reduced Manual Effort: Streamlines processes and tasks.

Organizations in banking, healthcare, and hospitality leverage Cloudera Data Platform for data management, analytics, and cross-source integration. It handles complex data structures, bolsters AI workloads, and adheres to data compliance standards while integrating with tools like Spark, Kafka, and machine learning models.

Cloudera

Reltio Cloud excels in Master Data Management (MDM), offering real-time data synchronization and a unified data view across diverse sources. Praised for its scalable architecture and user-friendly interface, it enhances operational efficiency and compliance management, making it ideal for handling large volumes of data and improving organizational productivity.

Reltio

Sample Customers

Information Not Available

iMiDiA, Slalom, MeritDirect, Cognizant

Buyer's Guide

Cloudera Data Platform vs. Reltio Cloud

October 2026

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