BMC AMI Data vs Teradata comparison

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BMC AMI Data

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Executive Summary

We performed a comparison between BMC AMI Data and Teradata based on real PeerSpot user reviews.

Find out in this report how the two Database Management Systems (DBMS) solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed BMC AMI Data vs. Teradata Report (Updated: July 2026).

BMC AMI Data vs. Teradata

July 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

BMC AMI Data

Ranking in Database Management Systems (DBMS)

13th

Average Rating

8.6

Number of Reviews

Ranking in other categories

No ranking in other categories

Teradata

Ranking in Database Management Systems (DBMS)

5th

Average Rating

8.2

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

Customer Experience Management (5th), Backup and Recovery (11th), Data Integration (15th), Relational Databases Tools (7th), Data Warehouse (2nd), BI (Business Intelligence) Tools (8th), Marketing Management (4th), Cloud Data Warehouse (2nd)

Featured Reviews

reviewer2842878

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.

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David Durand Velásquez

Engineers at a consultancy with 11-50 employees

Delivers consistent performance and enables advanced analytics across complex data environments

Teradata stands out as a solid platform for managing and analyzing large volumes of data. Its architecture allows information to be processed efficiently while maintaining stable performance, even in highly demanding environments. One of its most notable strengths is the ability to run complex queries at high speed, which is essential for organizations that require timely and reliable analytics. Teradata offers a well-integrated ecosystem that supports working with different types of data and enables scalability as organizational needs grow. Its focus on advanced analytics, integration with modern business intelligence tools, and the ability to operate both on-premise and in the cloud make it a versatile solution for data warehousing and large-scale processing. Teradata's stability, technological maturity, and the availability of strong documentation and best practices are noteworthy. I consider Teradata to be a tool with great potential for any organization looking to enhance its analytical capabilities, optimize data processing, and move toward more data-driven decision-making. Teradata stands out as a solid platform for managing a large volume of data in different projects. Its architecture allows information to be processed efficiently while maintaining stable performance, even in high-demanding environments. A well-integrated AI ecosystem that supports working with different types of data and enables scalability as organizational needs grow across different kinds of enterprises or organizations. The focus on advanced analytics integration with modern business intelligence tools is particularly valuable. Teradata combines a powerful parallel process and optimizing SQL engine with a highly scalable architecture allowing businesses to execute complex queries and analytics in real-time. It supports multi-cloud, hybrid, and on-premise environments, giving organizations flexibility to choose the setup that best aligns with their strategy. One of the biggest strengths is the ability to unify disparate data sources and support high concurrency, enabling different teams, such as analytics, operations, BI, and data science, to access consistent, trusted data across the enterprise.

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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

"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 my organization as the data's performance is faster, reduced the storage cost through optimization, automatically diagnosed the problems, and resolved them accordingly."

"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 biggest difference in BMC AMI Data is the database performance and optimization capability that has made a very significant difference in our system."

"BMC AMI Data has positively impacted the organization because it saved time and reduced errors."

"Teradata's pretty fast."

"In Data Lab, you can schedule any testing you want to do in production. You can take a small subset of data from production, copy it there, and run all your tests. It reduces your testing costs because it's all in the lab."

"Teradata effectively uses parallelism to the granular level, performing better than other databases."

"Teradata's scalability is one of its best features."

"Teradata is a 100% stable environment."

"The most important thing we get out of the product is the intelligence that we derive."

"IntelliFlex is easy to scale - one of its best features is that you can upscale it to the size you want."

"Building a data warehouse with Teradata has definitely helped a lot of our downstream applications to more easily access information."

More Teradata pros

Cons

"I have had a good experience but there are a few improvements. The user interface feels a bit outdated compared to modern monitoring tools."

"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 would like BMC AMI Data to have a modern user interface."

"BMC AMI Data monitors technical components very well, but end-to-end business transaction tracing is still limited."

"BMC AMI Data could be improved in backup timing, as it should be faster compared to the current situation."

"There is a need to improve performance in high transaction processes, as well as the reporting system."

"The scalability could be better. The on-premises solution is always more complicated to scale."

"Teradata needs to pay attention to the cloud-based solution to make sure it runs smoothly."

"It should be compatible and free on CLOUD/ AWS. Currently many DB's on AWS are free, Teradata is also on Amazon Web Services, but its charged and no documentation available to practice those LABS."

"The current operational approach needs improvement."

"It needs a teaching web site with more training on third-party tools used for BI."

"I would like more security and speed."

"The solution could improve by having a cloud version or a cloud component. We have to use other solutions, such as Amazon AWS, Microsoft Azure, or Snowflake for the cloud."

More Teradata cons

Pricing and Cost Advice

Information not available

"It comes at a notably high cost for what it offers."

"The price of Teradata is expensive. However, what they deliver they are outstanding. If you're looking for an inexpensive solution to run a database, this isn't your tool. It's the Ferrari of databases for data warehousing."

"Make sure you have the in-house skills to design and support the solution, as relying on external sources is extremely costly and tends to lock you into specific platforms, tools, and paradigms."

"The price of Teradata is on the higher side, and I think that it where they lose out on some of their business."

"I rate the product price a nine on a scale of one to ten, where one is cheap and ten is expensive."

"When looking into implementing this product, pricing is the main issue followed by technical expertise."

"Teradata is expensive but gives value for money, especially if you don't want to move your data to the cloud."

"Teradata is expensive, so it's typically marketed to big customers. However, there have been some changes, and Teradata is now offering more flexible pricing models and equipment leasing. They've added pay-as-you-go and cloud models, so it's changing, but Teradata is generally known as an expensive high-end product."

More Teradata pricing and cost advice

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Comparison Review

it_user232068

Senior Data Architect at a pharma/biotech company with 1,001-5,000 employees

Aug 5, 2015

Netezza vs. Teradata

Original published at https://www.linkedin.com/pulse/should-i-choose-net Two leading Massively Parallel Processing (MPP) architectures for Data Warehousing (DW) are IBM PureData System for Analytics (formerly Netezza) and Teradata. I thought talking about the similarities and differences…

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Top Industries

By visitors reading reviews

No data available

Financial Services Firm

18%

Manufacturing Company

Construction Company

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	3
Midsize Enterprise	1
Large Enterprise	5

By reviewers
Company Size	Count
Small Business	28
Midsize Enterprise	13
Large Enterprise	53

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,...

Comparing Teradata and Oracle Database, which product do you think is better and why?

I have spoken to my colleagues about this comparison and in our collective opinion, the reason why some people may declare Teradata better than Oracle is the pricing. Both solutions are quite simi...

Which companies use Teradata and who is it most suitable for?

Before my organization implemented this solution, we researched which big brands were using Teradata, so we knew if it would be compatible with our field. According to the product's site, the comp...

Is Teradata a difficult solution to work with?

Teradata is not a difficult product to work with, especially since they offer you technical support at all levels if you just ask. There are some features that may cause difficulties - for example,...

Oracle Database vs Teradata

Comparisons

No data available

Snowflake vs Teradata

Compared 4% of the time

Compared 3% of the time

SQL Server vs Teradata

Compared 3% of the time

Databricks vs Teradata

Compared 3% of the time

MySQL vs Teradata

Compared 2% of the time

More Teradata Competitors

Product Reports

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BMC AMI Data

August 2026

Download Teradata product report

July 2026

Also Known As

No data available

IntelliFlex, Aster Data Map Reduce, , QueryGrid, Customer Interaction Manager, Digital Marketing Center, Data Mover, Data Stream Architecture, Teradata Vantage Enterprise (DIY)

Overview

BMC AMI Data enhances mainframe environments by delivering robust data management tools, optimizing performance, and ensuring data integrity.

BMC AMI Data provides comprehensive solutions tailored for the mainframe, focusing on performance optimization and risk reduction. It offers data management capabilities that streamline operations and improve efficiency for enterprise systems, supporting mission-critical applications.

What are the essential features of BMC AMI Data?

Data Integrity: Ensures accurate data across mainframe environments, minimizing discrepancies.
Performance Optimization: Enhances system efficiency, reducing processing times and resource usage.
Risk Management: Identifies and mitigates potential risks within your systems before they escalate.

What benefits and ROI should you consider?

Cost Efficiency: Reduces operational costs by optimizing resource consumption.
Time Savings: Automates processes, leading to faster task completion and decreased downtime.
Scalability: Offers scalability to meet growth without compromising performance or security.

In industries such as finance and healthcare, BMC AMI Data facilitates seamless integration and rigorous compliance, supporting data governance needs while adapting to evolving market demands.

BMC

Teradata is a powerful tool for handling substantial data volumes with its parallel processing architecture, supporting both cloud and on-premise environments efficiently. It offers impressive capabilities for fast query processing, data integration, and real-time reporting, making it suitable for diverse industrial applications.

Known for its robust parallel processing capabilities, Teradata effectively manages large datasets and provides adaptable deployment across cloud and on-premise setups. It enhances performance and scalability with features like advanced query tuning, workload management, and strong security. Users appreciate its ease of use and automation features which support real-time data reporting. The optimizer and intelligent partitioning help improve query speed and efficiency, while multi-temperature data management optimizes data handling.

What are the key features of Teradata?

Parallel Processing Architecture: Enables efficient handling of substantial data volumes.
Cloud and On-Premise Deployment: Offers seamless adaptability across environments.
Query Tuning: Improves speed and performance of data retrieval processes.
Workload Management: Ensures optimal resource allocation for enhanced performance.
Robust Security: Provides high levels of data protection and system integrity.
Data Integration: Facilitates cohesive data management from multiple sources.
Automation for Real-time Reporting: Enhances timely data insights and decision-making.
Optimizer and Intelligent Partitioning: Further increase query speed and system efficiency.
Multi-Temperature Data Management: Optimizes the handling and retrieval of data.

What benefits and ROI do users look for?

Efficient Data Management: Facilitates smooth integration and processing of diverse data sets.
Scalability: Easy adjustment to increasing or decreasing data requirements.
Improved Performance: Fast query speeds and optimized resource use.
Comprehensive Security: Safeguards data integrity and accessibility.
Ease of Use: Simplifies data handling and operational processes.

In the finance, retail, and government sectors, Teradata is employed for data warehousing, business intelligence, and analytical processing. It handles vast datasets for activities like customer behavior modeling and enterprise data integration. Supporting efficient reporting and analytics, Teradata enhances data storage and processing, whether deployed on-premise or on cloud platforms.

Sample Customers

Information Not Available

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