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BMC AMI Cloud vs CelerData comparison

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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
7th
Average Rating
8.6
Reviews Sentiment
5.8
Number of Reviews
4
Ranking in other categories
Mainframe Security (7th)
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
 

Mindshare comparison

As of November 2026, in the Cloud Analytics category, the mindshare of BMC AMI Cloud is 3.0%, up from 2.8% compared to the previous year. The mindshare of CelerData is 2.6%. It is calculated based on PeerSpot user engagement data.
Cloud Analytics Mindshare Distribution
ProductMindshare (%)
BMC AMI Cloud3.0%
CelerData2.6%
Other94.4%
Cloud Analytics
 

Featured Reviews

reviewer2818290 - PeerSpot reviewer
Bussiness Analyst at a outsourcing company with 1,001-5,000 employees
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.
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.

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."
"The most valuable features I have found are all the features related to AMI; it is a comprehensive solution from end to end."
"CelerData has positively impacted my organization because we improved the production of new analytics; we improved the production by 30%."
"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."
 

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."
"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."
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Top Industries

By visitors reading reviews
Outsourcing Company
24%
Educational Organization
13%
Healthcare Company
10%
Construction Company
7%
Construction Company
44%
Outsourcing Company
13%
Financial Services Firm
6%
Comms Service Provider
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Large Enterprise8
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...
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...
 

Comparisons

 

Also Known As

BMC AMI Cloud Vault
No data available
 

Overview

Find out what your peers are saying about BMC AMI Cloud vs. CelerData and other solutions. Updated: September 2026.
920,336 professionals have used our research since 2012.