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BMC AMI Cloud vs Oracle Big Data Cloud Service comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jul 6, 2026

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

BMC AMI Cloud
Ranking in Cloud Analytics
11th
Average Rating
8.0
Reviews Sentiment
6.3
Number of Reviews
3
Ranking in other categories
Mainframe Security (10th)
Oracle Big Data Cloud Service
Ranking in Cloud Analytics
7th
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 August 2026, in the Cloud Analytics category, the mindshare of BMC AMI Cloud is 2.1%, down from 2.1% compared to the previous year. The mindshare of Oracle Big Data Cloud Service is 4.9%, down from 11.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Cloud Analytics Mindshare Distribution
ProductMindshare (%)
Oracle Big Data Cloud Service4.9%
BMC AMI Cloud2.1%
Other93.0%
Cloud Analytics
 

Featured Reviews

Tharun K - PeerSpot reviewer
Software Engineer at Bahwan CyberTek
Centralized analytics has transformed mainframe monitoring and now improves capacity planning
The best features BMC AMI Cloud offers that I find most valuable are the centralized analytics dashboard, historical trend analysis, performance visualization, and reporting capabilities. Having operational data consolidated into one place makes it much easier to monitor system health and identify the performance bottlenecks. The centralized analytics dashboard of BMC AMI Cloud has made my workflow much more efficient because it brings the key performance metrics, system health information, and historical trends into a single view. Before, I often had to collect data from multiple reports or monitoring tools to understand what was happening. Now I can quickly access the information I need without switching between different systems. It especially helps during troubleshooting. When an issue is reported, I can immediately review the performance trends, resource utilization, and any unusual activity from the same dashboard. This allows me to narrow down the possible causes much faster and decide where to focus my investigation. The dashboard has reduced the amount of manual data gathering, improved visibility into the environment, and helped my team make quicker and more informed decisions when monitoring system performance or responding to an incident. BMC AMI Cloud analytics has impacted my organization positively by giving my team better visibility into the mainframe environment and making the performance monitoring more efficient. Instead of spending much time gathering data from multiple sources, I can access centralized analytics and historical trends in one place, which helps me identify the issue more quickly and make informed decisions. It has also improved my troubleshooting process as I am able to spot the performance anomalies early and investigate them before they become large problems. The reporting and analytics capabilities have made the capacity planning and performance reviews much easier while reducing the manual effort involved in collecting and analyzing the operational data. It helps me work more proactively, improves operational efficiency, and enables faster response times when performance issues arise.
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

"BMC AMI Cloud Analytics has positively impacted our organization by helping us understand the cost better so that we can tune our systems, tune our database, and tune our computing capacities to reduce costs."
"BMC AMI Cloud Analytics has positively impacted my organization with seamless integration, faster analytics, cost performance, supporting machine learning, enhanced security, and cloud flexibility."
"Once the platform is configured properly, it becomes a valuable tool for capacity planning, performance analysis, and long-term operational improvements, not just for responding to incidents."
"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 aspect is the fact that it is open source."
"The solution's most valuable aspects are its data integration and data virtualization."
 

Cons

"BMC AMI Cloud can be improved in a few areas, such as more customizable dashboard and reporting options so my team can tailor the interface to their specific operational needs."
"Real-time monitoring is needed as an improvement."
"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."
"We've had some issues with stability."
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Top Industries

By visitors reading reviews
Outsourcing Company
26%
Educational Organization
16%
Healthcare Company
8%
Construction Company
8%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Large Enterprise5
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for BMC AMI Cloud Analytics?
I was not directly involved in purchasing or license management for BMC AMI Cloud Analytics, so I cannot comment on the exact pricing, but based on my evaluation, it appears to follow a typical ent...
What needs improvement with BMC AMI Cloud Analytics?
Real-time monitoring is needed as an improvement.
What is your primary use case for BMC AMI Cloud Analytics?
My main use case for BMC AMI Cloud Analytics includes business intelligence, mainframe cloud, machine learning, fraud detection, and regulatory reporting. I am using BMC AMI Cloud Analytics to anal...
Ask a question
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Also Known As

BMC AMI Cloud Vault
No data available
 

Overview

 

Sample Customers

Information Not Available
GE Digital, Wiggle, RecVue
Find out what your peers are saying about BMC AMI Cloud vs. Oracle Big Data Cloud Service and other solutions. Updated: July 2026.
909,725 professionals have used our research since 2012.