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CelerData vs Oracle Big Data Cloud Service comparison

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Comparison Buyer's Guide

Executive Summary

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

CelerData
Ranking in Cloud Analytics
10th
Average Rating
8.6
Reviews Sentiment
6.9
Number of Reviews
3
Ranking in other categories
No ranking in other categories
Oracle Big Data Cloud Service
Ranking in Cloud Analytics
8th
Average Rating
7.6
Reviews Sentiment
6.0
Number of Reviews
2
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of November 2026, in the Cloud Analytics category, the mindshare of CelerData is 2.6%. The mindshare of Oracle Big Data Cloud Service is 5.9%, down from 12.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Cloud Analytics Mindshare Distribution
ProductMindshare (%)
Oracle Big Data Cloud Service5.9%
CelerData2.6%
Other91.5%
Cloud Analytics
 

Featured Reviews

Jorge Novo - PeerSpot reviewer
Senior Database Engineer at a healthcare company with 10,001+ employees
Centralized analytics has improved real-time campaign reporting and accelerated dashboard insights
CelerData can be improved in several areas. I have identified issues where the transportation and documentation do not reflect the reality of the models, and I found data points issues related to bugs in the code, so for the open-source version, CelerData needs to be more consistent and reliable compared to the cloud version. Regarding CelerData's AI capabilities, I believe the governance and security need to be tested and integrated, and it is still too early in development to make a good determination. Concerning CelerData's AI capabilities, the accuracy and reliability of output depend significantly on the quality of log troubleshooting, which I believe is one of the most important parts.
reviewer813444 - PeerSpot reviewer
General Manager with 1-10 employees
Easy to set up with good data integration and data virtualization
We developed the solution based on Hadoop, but using Hadoop as a relationship database, it's hard to maintain and recruit developers. There needs to be better integrations with other solutions and there need to be more tools (including virtualization tools) and utilities between this solution and Hadoop. For example, Oracle has a product called Big Data SQL and it built a bridge between Hadoop and Oracle's database to make things easier for developers. The solution needs to be more stable.

Quotes from Members

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

Pros

"CelerData has positively impacted my organization by providing faster response times on reports, especially for real-time data, and I am finally able to centralize all integrated data from different systems for dashboards and reporting."
"I appreciate CelerData for the agility we have to ingest data."
"CelerData has positively impacted my organization because we improved the production of new analytics; we improved the production by 30%."
"With this product, they get all the data; it's good quality and refreshed frequently so the customer is able to pull more valuable insights for their business."
"The solution's most valuable aspects are its data integration and data virtualization."
"The solution's most valuable aspect is the fact that it is open source."
 

Cons

"I have identified issues where the transportation and documentation do not reflect the reality of the models, and I found data points issues related to bugs in the code, so for the open-source version, CelerData needs to be more consistent and reliable compared to the cloud version."
"We've had some issues with stability."
"They lack the ability to respond to issues in a timely manner."
"We developed the solution based on Hadoop, but using Hadoop as a relationship database, it's hard to maintain and recruit developers."
"The solution needs to improve the functionality of the auto-deduplication."
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Top Industries

By visitors reading reviews
Construction Company
44%
Outsourcing Company
13%
Financial Services Firm
6%
Comms Service Provider
6%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for CelerData?
I have no comments regarding pricing, setup cost, and licensing.
What needs improvement with CelerData?
CelerData can be improved in several areas. I have identified issues where the transportation and documentation do not reflect the reality of the models, and I found data points issues related to b...
What is your primary use case for CelerData?
My main use case for CelerData is data analytics. I primarily use CelerData for data analytics at CVS Health, examining models for future campaigns and using different data types and subsets to gen...
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Overview

 

Sample Customers

Information Not Available
GE Digital, Wiggle, RecVue
Find out what your peers are saying about CelerData vs. Oracle Big Data Cloud Service and other solutions. Updated: September 2026.
920,336 professionals have used our research since 2012.