Senior Java Developer at EPAM Systems at a tech vendor with 10,001+ employees
Improved the performance of our ETL procedures and reporting
Pros and Cons
- "Improved performance of ETL procedures, reporting."
- "We did performance testing. We had a set of real life MicroStrategy reports. Our conditions were: Not allowed to redesign data model, not allowed to rewrite the queries, all queries should be generated by MicroStrategy, no aggregates. Teradata appeared to be way faster than a similarly configured (in terms of hardware) Oracle server."
- "GUI of administrative tools is really outdated."
What is our primary use case?
How has it helped my organization?
Improved performance of ETL procedures, reporting. Decreased efforts, time, and number of staff supporting DWH.
What is most valuable?
- Scalability
- Functionality
- Performance
What needs improvement?
GUI of administrative tools is really outdated.
Buyer's Guide
Teradata
January 2025

Learn what your peers think about Teradata. Get advice and tips from experienced pros sharing their opinions. Updated: January 2025.
838,713 professionals have used our research since 2012.
For how long have I used the solution?
One to three years.
What do I think about the stability of the solution?
Nothing major, as far as I can recall.
What do I think about the scalability of the solution?
No issues, scalability is a key feature of Teradata.
How are customer service and support?
Support is on par with other vendors.
Which solution did I use previously and why did I switch?
We used Oracle. Scalability and performance were the reasons we decided to try Teradata.
How was the initial setup?
It was easy, the whole job was done by Teradata.
What's my experience with pricing, setup cost, and licensing?
It is still a very expensive solution. While I very much like the pure technological supremacy of the software itself, I believe Teradata as a company needs to become more affordable. They are already losing the market to more flexible or cheaper competitors.
Which other solutions did I evaluate?
We did performance testing. We had a set of real life MicroStrategy reports. Our conditions were: Not allowed to redesign data model, not allowed to rewrite the queries, all queries should be generated by MicroStrategy, no aggregates. Teradata appeared to be way faster than a similarly configured (in terms of hardware) Oracle server.
What other advice do I have?
Go with the Enterprise series and don't waste time and money on 25xx. Sooner or later you will migrate anyway, so don't even start with departmental solutions.
Disclosure: I am a real user, and this review is based on my own experience and opinions.

Operations Lead at a retailer with 201-500 employees
Good availability, good performance, and offers good value
Pros and Cons
- "The solution scales well on the cloud."
- "Teradata is a bit late for the cloud."
What is our primary use case?
We used the solution for our data warehouse.
What is most valuable?
The availability is very good.
We have found performance to be one of the most valuable aspects.
The solution scales well on the cloud.
What needs improvement?
Teradata is a bit late for the cloud. They maybe need to have some room for cloud improvements.
Scalability is limited on-premises.
The solution could use more AI support.
For how long have I used the solution?
I've used the solution for a while. The last time I used it was two months ago.
What do I think about the stability of the solution?
The performance is great. It's stable and reliable. There are no bugs or glitches. It doesn't crash or freeze.
Teradata is a 100% stable environment.
What do I think about the scalability of the solution?
In on-premise systems, it was a bit tricky to scale. However, in the cloud, it's very easy.
People are not directly connecting to Teradata. However, they are using reports that are fed from Teradata. In that sense, the entire company is using Teradata. It's more than 1,000 people.
How are customer service and support?
I'm not directly connected with technical support from Teradata. I connect the local support here, and they are connected to Teradata, and on the weekends or after working hours, we get support and solutions. So we were happy with Teradata's and local company's support.
How would you rate customer service and support?
Positive
Which solution did I use previously and why did I switch?
This product was already set up when I joined the organization. As far as I know, they were trying to replace SAP BW. There was an SAP BW system, and they were trying to replace it with Teradata.
How was the initial setup?
It was easy for me to set up since I didn't handle the setup. Our local support company managed everything and prepared the environment, and handed it over to us. It was very easy in that sense.
What about the implementation team?
We had a local support organization assist us in the setup.
What was our ROI?
We have seen an ROI. It's worth the money.
What's my experience with pricing, setup cost, and licensing?
Teradata is not a very cheap solution, yet it is a good solution. You get a good return on what you have paid for.
What other advice do I have?
I'm an end-user.
If new users are experienced database users, they will know the administration side is different than the other databases. However, it's almost the same for an end user, a developer, or somebody doing reports on Teradata on another database. It has some differences, yet the logic is the same.
I'd recommend the solution to others. I love Teradata.
I would rate the solution an eight out of ten.
I was happy to use it. I was glad to have Teradata, since, with Teradata, we can meet the requests of the customers, and it is highly available.
Which deployment model are you using for this solution?
Public Cloud
Disclosure: I am a real user, and this review is based on my own experience and opinions.
Buyer's Guide
Teradata
January 2025

Learn what your peers think about Teradata. Get advice and tips from experienced pros sharing their opinions. Updated: January 2025.
838,713 professionals have used our research since 2012.
Director of Product Management at a computer software company with 11-50 employees
Scalable, reliable and easy to access data
Pros and Cons
- "The product is reliable."
- "It could be a bit more user-friendly."
What is our primary use case?
We primarily use the solution for data warehousing.
Primarily what happens is, in Juniper, they have internal business analytics and intelligence, a business intelligence analytics dashboard, and a lot of databases that capture the customer feedback.
It actually captures all the internal defects that are tracked on products. There are different databases that accumulate all this data. Basically, you need to be able to source the data and do some filtering. We extract, transform, and load logic. We have to run certain business rules based on what the program or management team looks at. The teams want to filter out some of these problems that they have, and they want to analyze how well the company is responding to many of these customer issues, et cetera.
Our company is a large company with each particular team using its own database and its own database tables. It becomes extremely hard for the company to take the data from different data sources and be able to correlate everything and be able to analyze many of the processes that are happening within. There is a workflow discontinuity that has been observed due to the fact that the data is distributed. In order to understand exactly how a request comes in from the customer and what goes on behind the scenes in order to resolve the problem or to be able to provide the support to the customer, and how long does it take before the problem gets fixed and delivered, et cetera, we need to centralize everything and we use data warehousing for that.
There are other similar kinds of business rules filtering that happen on the dashboard as well. This enables people to be able to view the data that is needed and the metrics that are of interest to them and is especially useful when it comes to the executive team.
What is most valuable?
The most valuable feature is the ability to be able to access the different data anywhere, and the Cloud Data Warehouse solution enables that.
To be able to extract, transform, and load logic, and also to be able to correlate the data in different databases and not just correlate it in one is great.
If I want to be able to perform certain database queries on a joint operation between database tables located on two different database sources, et cetera, I can do that.
The most important thing we get out of the product is the intelligence that we derive. How the company feels in terms of process efficiencies is positive. In order to understand how a workflow is actually executed within the company, we need the assistance of this product. That's where the maximum value comes from.
The ability to access the data from a website or from anywhere is very important. The people themselves can also be anywhere.
The licensing system enables the company to track how a switch is used by an end customer, an end-user, and what different features the customer is actually running. It tells us a lot about the product. You have a lot of quantitative data that can provide an understanding of people's behavioral patterns and people's usage patterns when it comes to understanding what features or what are those elements that customers are most interested in - that can be tracked.
The solution is stable. The product is reliable.
The scalability is good.
Technical support has been good. They are helpful.
What needs improvement?
In terms of improvements, I can only speak from the dashboard perspective.
The most important thing is that I don't know how far the dashboard integration goes. People, for example, were using the Cloud Data Warehousing product, however, they were actually building their own dashboards, et cetera. That's like double the amount of work. The company should have the ability to integrate with something like Tableau to make everything more standardized.
With the customer data, we were able to integrate very successfully with Tableau and we were able to use it well from an end-user perspective. We were using the Tableau interface for understanding what our customer buys, et cetera. For example, for the customer financial data aspect of it, the business data, we were able to use Tableau dashboards. It would be better to use back-end data warehousing and also have dashboard reporting and have everything integrated properly. It doesn't need to be Tableau. It can be some other dashboard. However, it needs to be standardized.
The usability could be a bit better. It could be a bit more user-friendly.
For how long have I used the solution?
I've been using the solution for five or six years or so. We've used it for a while.
What do I think about the stability of the solution?
The solution does seem to be a quite stable solution. We haven't had any major issues that I am aware of. Generally, stability has never been a problem with the product. There are no bugs or glitches. It doesn't crash or freeze.
What do I think about the scalability of the solution?
The scalability seems to be pretty good. If a company needs to expand it, it can do so.
How are customer service and support?
Technical support is decent. We are satisfied with the level of support we receive.
Which solution did I use previously and why did I switch?
Some time ago, we also implemented SAP internally within the organization. For some reason, there was a decision not to go with the SAP HANA. I don't know why that decision was taken. Likely, it had to do with the kind of data or the kind of use case that we had and the data sources that we had. Teradata was considered to offer better performance and was a better-performing product.
What other advice do I have?
Teradata definitely does what it says, in terms of an on-demand platform, as it's a cloud service and it is definitely scalable. It's secure and it does provide scope for a lot of automation. The provisioning part of it, the administration and backup recovery as well as the analytics are some things that could be integrated in a more advanced manner. Maybe certain enterprise use cases need to be included so that users in an enterprise environment can build an analytics dashboard out of it. Support is good, however, the support requirements are not too much. Overall, the usability can be a little simpler. In general, we've been satisfied with it as a product.
I would rate the product at an eight out of ten. I want to be a little bit conservative in my rating as I want to be sensitive to the fact that people really want to be able to do the slicing and dicing of data at a user interface level and to be able to see all the insights at once. At that level of usability, to be able to slice and dice, you need to give a dashboard to a user.
If, for example, I have a certain type of organization that has a hierarchical organizational setup, I should be able to slice it to a specific group or a specific department, or a specific team. I should be able to see the metrics corresponding to that, or corresponding to the drilled-down data. While that's possible today, what I'm trying to say is that to be able to do it as a business user, to be able to use an interface in order to be able to do that kind of custom slice and dice operation and see the data in real-time, people are looking for more. Users want a level of usability from a business rules perspective, et cetera. That's something that people are looking forward to from intelligent and smart dashboards. It just needs to offer something that is much closer to capturing real-time information.
Disclosure: I am a real user, and this review is based on my own experience and opinions.
Solution Lead at a tech company with 10,001+ employees
This solution has proven technology with significant advantages in some key areas, and greater depth and experience in providing industry knowledge and solutions.
Pros and Cons
- "Teradata solutions help organizations reduce IT, operations, and maintenance costs; enhance on-time delivery of products and services."
- "There is some improvement required on OLTP level and some analytical function is missing."
What is most valuable?
- "Parallel Everything” design and smart Teradata Optimizer enables fast query execution across platforms.
- Fully parallel MPP “shared nothing” architecture scales linearly across data, users, and applications, providing consistent and predictable performance and growth.
- In-database data mining, virtual OLAP/cubes, geospatial and temporal analytics, custom and embedded services in an extensible open parallel framework, drive efficient and differentiated business insight.
- Workload management options by user, application, time of day, and CPU exceptions.
- Teradata Columnar/Teradata Temporal.
- Compress on cold and intelligent multi-temperature data management.
- Enhanced security.
- Customer driven innovation in application migration and temporal.
- Intelligent Scan Elimination.
How has it helped my organization?
Teradata solutions help organizations reduce IT, operations, and maintenance costs; enhance on-time delivery of products and services.
Teradata has proven technology with significant advantages in some key areas, and greater depth and experience in providing industry knowledge and solutions.
What needs improvement?
There is some improvement required on OLTP level and some analytical function is missing.
For how long have I used the solution?
I've used it for almost five years.
What was my experience with deployment of the solution?
Did not encounter any issues during deployment.
What do I think about the stability of the solution?
No stability issues encountered.
What do I think about the scalability of the solution?
No issues encountered.
How are customer service and technical support?
Customer Service:
They deliver the products to customers faster and with greater accuracy, i.e. within the agreed-upon due date .
Technical Support:
Teradata already had a excellent customer satisfaction and the rating would be eight out of 10.
Which solution did I use previously and why did I switch?
No other solution used.
How was the initial setup?
Teradata setup is straightforward and simple.
What about the implementation team?
The implementation done mainly with the in-house teams and also some support of vendor team.
What was our ROI?
100%.
What's my experience with pricing, setup cost, and licensing?
Teradata is easy-to-use for data warehouse and BI application. It's extremely fast and also advanced analytics work can be done in a very flexible manner.
Which other solutions did I evaluate?
We also looked at Oracle Exadata.
What other advice do I have?
Teradata provides the analytical performance we need through its “parallel everything” design and industry leading optimizer to intelligently process all types of analytical and business intelligence queries.
Disclosure: I am a real user, and this review is based on my own experience and opinions.
Sr. Data Management Specialist at a computer software company with 1,001-5,000 employees
Highly scalable and fast with historical data
Pros and Cons
- "Teradata's best feature is its speed with historical data."
- "Teradata's UI could be improved."
What is our primary use case?
I mainly used Teradata as an EDW and for customizing and integrating CLDM, applying aggregation in the database, and analysis.
What is most valuable?
Teradata's best feature is its speed with historical data.
What needs improvement?
Teradata's UI could be improved.
For how long have I used the solution?
I've been using Teradata for about four years.
What do I think about the stability of the solution?
Teradata's stability is good.
What do I think about the scalability of the solution?
Teradata's scalability is one of its best features.
What's my experience with pricing, setup cost, and licensing?
Teradata's licensing is on the expensive side.
What other advice do I have?
I would rate Teradata nine out of ten.
Which deployment model are you using for this solution?
On-premises
Disclosure: I am a real user, and this review is based on my own experience and opinions.
Senior Analyst at a consultancy with 501-1,000 employees
Easy to run queries, but very large datasets cause problems and technical support needs improvement
Pros and Cons
- "The most valuable feature is the ease of running queries."
- "Stability-wise, we have had some issues with automation and the ability to handle large datasets."
What is our primary use case?
Our primary use case for Teradata is reporting. I am a business analyst and I use this solution to first analyze my data and then visualize it.
What is most valuable?
The most valuable feature is the ease of running queries.
Automation is very important to us.
What needs improvement?
To run our reports I have to upload data from past tables and it is always a problem, so there is a lot of room for improvement there. It just struggles when I have to load data and I would like to see better file processing power.
I have seen instability in automation when working with very large datasets.
Technical support needs improvement.
For how long have I used the solution?
I was been using Teradata Cloud Data Warehouse for three years.
What do I think about the stability of the solution?
Stability-wise, we have had some issues with automation and the ability to handle large datasets.
What do I think about the scalability of the solution?
We have approximately 800 people using this solution. We are not planning to increase usage at this time. In fact, we may be shifting to a different storage or different data warehouse.
How are customer service and technical support?
I have contacted Teradata technical support lots of times. I would rate them a two out of five. They do not solve the problem, most of the time.
What about the implementation team?
This solution was set up by our technical person.
Which other solutions did I evaluate?
We evaluated Microsoft SQL Server as a trial version and we thought that we preferred Teradata.
What other advice do I have?
My advice for anybody who is considering this solution is first to look into the availability of customer support and make sure that it can be done. Teradata customer support in India is very bad. This is my main complaint.
Fixing the problems that I have mentioned would make this a great tool.
I would rate this solution a six out of ten.
Which deployment model are you using for this solution?
Private Cloud
Disclosure: I am a real user, and this review is based on my own experience and opinions.
Operations Manager at a tech services company with 10,001+ employees
We enjoy the FastLoad, TPump, and MultiLoad features
Pros and Cons
- "We really enjoy the FastLoad, TPump, and MultiLoad features."
- "Things have started moving faster in my company, such as data retrieval happens more quickly."
- "I think the UI is not there yet. It could be improved by being more user-friendly."
What is our primary use case?
Its primary use is a superfast database.
How has it helped my organization?
Things have started moving faster in my company, such as data retrieval happens more quickly.
What is most valuable?
We really enjoy the FastLoad, TPump, and MultiLoad features.
What needs improvement?
I think the UI is not there yet. It could be improved by being more user-friendly.
For how long have I used the solution?
One to three years.
Which other solutions did I evaluate?
It is faster than Oracle, and that is what we need.
Disclosure: I am a real user, and this review is based on my own experience and opinions.
Analytics Lead at a tech vendor with 10,001+ employees
Needs improvement in its stability, support and pricing
Pros and Cons
- "It's very mature from a technology perspective."
- "The solution needs improvement in its stability, support and pricing."
What is our primary use case?
What is most valuable?
It's very mature from as technology perspective.
What needs improvement?
The solution overall needs improvement in its stability, support and pricing.
For how long have I used the solution?
I have been using Teradata for 23 years.
What do I think about the stability of the solution?
The stability is bad.
What do I think about the scalability of the solution?
Two clients are using the solution.
How was the initial setup?
The initial setup is straightforward.
What other advice do I have?
Overall, I rate the solution a one out of ten.
Disclosure: I am a real user, and this review is based on my own experience and opinions.

Buyer's Guide
Download our free Teradata Report and get advice and tips from experienced pros
sharing their opinions.
Updated: January 2025
Product Categories
Data Warehouse Customer Experience Management Backup and Recovery Data Integration Relational Databases Tools BI (Business Intelligence) Tools Marketing Management Cloud Data WarehousePopular Comparisons
Snowflake
Oracle Exadata
Vertica
VMware Tanzu Data Solutions
Apache Hadoop
SAP BW4HANA
IBM Netezza Performance Server
Oracle Database Appliance
IBM Db2 Warehouse
SAP IQ
Microsoft Parallel Data Warehouse
Oracle Big Data Appliance
Microsoft Analytics Platform System
Yellowbrick Data Warehouse
IBM Integrated Analytics System
Buyer's Guide
Download our free Teradata Report and get advice and tips from experienced pros
sharing their opinions.
Quick Links
Learn More: Questions:
- Which data catalog can provide support for BI data sources such as SAP BO and Tableau?
- Infobright vs. Exadata vs. Teradata vs. SQL Server Data Warehouse- which is most compatible with front end tools?
- Comparing Teradata and Oracle Database, which product do you think is better and why?
- Which companies use Teradata and who is it most suitable for?
- Is Teradata a difficult solution to work with?
- What are the main differences between Oracle Exadata and Teradata?
- Which product do you prefer: Teradata Vantage or Azure Data Factory?
- Which solution has better performance: Taradata QueryGrid or Denodo?
- Oracle Exadata vs. HPE Vertica vs. EMC GreenPlum vs. IBM Netezza
- When evaluating Data Warehouse solutions, what aspect do you think is the most important to look for?