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.

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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.

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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

"Its ability to scale out seamlessly with little to no effort is very valuable to us."

"The Hortonworks solution is very stable, it works as a production system without any error and without any downtime and if I have downtime, it is mostly caused by the hardware of the computers."

"Hadoop/Cloudera is still much cheaper than Oracle's RDBM system, if you want to handle a huge amount of data and make complex analytics."

"The most valuable part of this product is what Cloudera Data Science Workbench can do as a whole for modeling and analysis."

"Integration with other tools works well for us and we successfully scaled the solution after two to three years without any issues."

"In my experience, the best features Cloudera Data Platform offers are that all the services provided are excellent."

"The data platform is pretty neat. The workflow is also really good."

"It is one of the better technology in terms of Hadoop."

More Cloudera Data Platform pros

"The cloud feature is very beneficial, and the scalability performance feature is excellent."

"The solution saves 30% to 40% of our time."

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

"Reltio Cloud has positively impacted my organization by reducing the amount of manual effort needed and making it easy to manage downstream systems."

"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."

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

"There are default limitations and considerations. For instance, Reltio can store a maximum of 200 values for a single attribute. If your data exceeds this limit, you can request Reltio support to increase the limit. However, be aware that increasing this limit may impact performance, potentially slowing down data loading times."

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

More Reltio Cloud pros

Cons

"The setup of Hadoop was easy thanks to Ambari, but installing the security components was complex."

"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."

"More information could be there to simplify the process of running the product."

"It needs to be quicker and to have the ability to automate deployment on multiple nodes."

"Deleting any service requires a lot of clean up, unlike Cloudera."

"It requires too much coding work; we're not good Java and Python developers."

"For on-premise use, I would not recommend Cloudera Data Platform as it is expensive and complicated to upgrade."

"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."

More Cloudera Data Platform cons

"The deployment is difficult."

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

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

"The customer support is adequate, but not exceptional."

"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."

"Initially, the UI was limited in features."

"AI features should be introduced in Reltio more."

"The download process can be quite slow"

More Reltio Cloud cons

Pricing and Cost Advice

"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."

"It is priced well and it is affordable"

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

Healthcare Company

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

Informatica Intelligent Data Management Cloud (IDMC) vs Cloudera Data Platform

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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