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BMC AMI Data vs CockroachDB comparison

 

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

BMC AMI Data
Ranking in Database Management Systems (DBMS)
13th
Average Rating
8.8
Number of Reviews
4
Ranking in other categories
No ranking in other categories
CockroachDB
Ranking in Database Management Systems (DBMS)
11th
Average Rating
8.0
Reviews Sentiment
6.9
Number of Reviews
13
Ranking in other categories
Relational Databases Tools (17th), Vector Databases (19th)
 

Featured Reviews

reviewer2842878 - PeerSpot reviewer
Mainframe modernization architecture at a tech vendor with 10,001+ employees
AI-driven monitoring has transformed batch anomaly detection and improved mainframe performance
BMC AMI Data monitors technical components very well, but end-to-end business transaction tracing is still limited. For instance, the flow of business transactions from order creation to generation of the ASN is limited. I would say it would be great if cross-system business flow visibility were improved. Moreover, I would say stronger AI root cause accuracy is needed. Current AI capabilities are useful but still heavily rule-based in many environments. I would also suggest having a somewhat easier UI for better user experience, as it remains operational heavy, menu-driven, and less intuitive for new engineers. Cleaner dashboards, drill-down visualizations, interactive topology maps, and easier search or filtering would be beneficial. Additionally, better cloud and hybrid visibility along with native event-driven monitoring would improve the solution. I feel there are still some features that need improvement. Particularly, business cross-functional visibility and cross-systems visibility need enhancement.
SC
Manager, Software Engineering at a tech vendor with 10,001+ employees
Provides developer-friendly environment with robust security and cost-efficiency
The platform should provide a UI feature where users have the ability to manage it. The CockroachDB platform should have a chatbot where users can inquire about pricing or seek solutions for queries, rather than relying on email support. The current UI only provides SQL playground, which is technical. There should be a UI playground where users with limited technical knowledge can run and update queries, similar to phpMyAdmin or Adminer. Latency optimization could be improved for globally distributed applications, particularly in query routing. For multi-region deployment, CockroachDB requires at least three plus replicas across data centers to achieve strong consistency across regions, which increases infrastructure costs including compute, storage, and networking. The disadvantages include cost-efficiency with multi-region deployment and schema migration speed, which should be faster compared to other drivers. The query optimizer should handle complex queries better through the UI interface.

Quotes from Members

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

Pros

"BMC AMI Data has positively impacted my organization as the data's performance is faster, reduced the storage cost through optimization, automatically diagnosed the problems, and resolved them accordingly."
"BMC AMI Data has had a positive impact on my organization by improving the visibility and reliability of our mainframe."
"BMC AMI Data has positively impacted the organization because it saved time and reduced errors."
"I have reduced a lot of incident failures since using BMC AMI Data, am able to see a significant improvement in CICS transactional response times and overall region health, and have stopped the storage violations, transactional bottlenecks, and task buildups that I faced earlier, with this improvement very visible in my high-volume real-time environments."
"The most valuable feature is that CockroachDB is a distributed database, which can deploy nodes running in different regions."
"What I like best is its ability to solve data residency issues. The main advantage is auto geo partitioning, built into the product. This means we don't have to spin up separate servers in each region, which would be much more costly."
"The availability and the easy to use feature is the most valuable. The documentation is also good."
"The product has valuable security features."
"CockroachDB is highly reliable."
"I use CockroachDB to test big data samples and to create the best structure for databases. We have four users and required 10 people for deployment and maintenance."
"The tool's most valuable feature is node syncing, which takes only 0.54 milliseconds."
"CockroachDB is a best practice for my organization."
 

Cons

"BMC AMI Data monitors technical components very well, but end-to-end business transaction tracing is still limited."
"I think there is nothing to be improved in BMC AMI Data, but I believe from the customer service point of view, it should be more convenient rather than mailing and waiting for twenty-four hours to get a response."
"I have had a good experience but there are a few improvements. The user interface feels a bit outdated compared to modern monitoring tools."
"BMC AMI Data could be improved in backup timing, as it should be faster compared to the current situation."
"The initial setup and pricing could be improved."
"We are looking for more features to support distributed high availability and geo-partitioning."
"The closer they can make CockroachDB to being completely compatible with Postgres, the better. It's almost compatible, but not completely. If it was, it would be nice to just be able to use Postgres libraries without any fiddling."
"I would like CockroachDB to have more compatibility with PostgreSQL, especially with the connection string and technical integrations."
"I find the serverless offer a bit confusing."
"For multi-region deployment, CockroachDB requires at least three plus replicas across data centers to achieve strong consistency across regions, which increases infrastructure costs including compute, storage, and networking."
"The product must improve its disaster recovery features."
"I think the engine itself could be improved. If you miss a partition key, it should be able to be modeled. This is where AI could be really helpful. For example, if a user is from Australia, the system should know to look for their data there first instead of searching in the US or another continent."
 

Pricing and Cost Advice

Information not available
"I've used CockroachDB at a small scale on the free accounts because we are only testing."
"The product's price depends on the user's company and the contract model they enter into with CockroachDB. Depending on the contract model one enters into with CockroachDB, the product may or may not be expensive."
"The platform is affordable even for the enterprise version. It provides value for investment in terms of performance."
"The pricing is good but can be made cheaper. I would rate the pricing a five out of ten."
"The solution's pricing is not cheap. However, the good thing is that customers are willing to pay for it if they want it."
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Top Industries

By visitors reading reviews
No data available
Financial Services Firm
16%
Educational Organization
11%
University
7%
Outsourcing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise1
Large Enterprise5
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise1
Large Enterprise5
 

Questions from the Community

What needs improvement with BMC AMI Data?
I have had a good experience but there are a few improvements. The user interface feels a bit outdated compared to modern monitoring tools. A more customizable dashboard would make it easier to nav...
What is your primary use case for BMC AMI Data?
My primary use case for BMC AMI Data is application performance monitoring and troubleshooting. I use it to analyze transaction behavior, identify performance bottlenecks, monitor system health, an...
What advice do you have for others considering BMC AMI Data?
Despite those limitations, it's a solid product that delivers consistent value. I rate BMC AMI Data an eight out of ten. From what I have seen, BMC AMI Data takes governance and security seriously,...
What needs improvement with CockroachDB?
The platform should provide a UI feature where users have the ability to manage it. The CockroachDB platform should have a chatbot where users can inquire about pricing or seek solutions for querie...
What is your primary use case for CockroachDB?
We have been using CockroachDB for the last two years. From 2023, we started working on a product similar to Google Capture. We decided to work with CockroachDB with Hasura. Hasura is a UI for the ...
What advice do you have for others considering CockroachDB?
The tech support deserves a rating of nine out of ten. My overall rating for CockroachDB is 8 out of 10.
 

Comparisons

No data available
 

Overview

 

Sample Customers

Information Not Available
Baidu, Kindred, Tierion, Heroic Labs, Gorgias
Find out what your peers are saying about BMC AMI Data vs. CockroachDB and other solutions. Updated: July 2026.
909,153 professionals have used our research since 2012.