Viewpoint, the detailed query logs and performance statistics are valuable features. As a specialist for Teradata Performance, I find this data valuable for system tuning and query tuning.
Senior IT Business Analyst at a comms service provider with 10,001+ employees
Viewpoint, the detailed query logs and performance statistics are valuable features.
Pros and Cons
- "Viewpoint, the detailed query logs and performance statistics are valuable features."
- "The SQL Assistant is very basic. This tool can be improved for usability."
What is most valuable?
How has it helped my organization?
Our enterprise data warehouse (EDW) runs on Teradata and it is the single version of truth for management decision-making and reporting.
What needs improvement?
The SQL Assistant is very basic. This tool can be improved for usability.
For how long have I used the solution?
I have used this solution for around ten years.
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March 2025

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842,466 professionals have used our research since 2012.
What do I think about the stability of the solution?
There were no stability issues.
What do I think about the scalability of the solution?
There were no scalability issues.
How are customer service and support?
Technical support is good.
Which solution did I use previously and why did I switch?
We have used Teradata since day one.
How was the initial setup?
The setup was complex, but the work was outsourced to the Teradata Professional Services.
What's my experience with pricing, setup cost, and licensing?
Teradata is not cheap, but you get what you pay for.
A cost-benefit analysis (CBA) needs to be done by the customers so as to make sure it serves the intended purpose.
What other advice do I have?
Have a long-term vision, the ROI will not come in the short-term.
A cost-benefit analysis (CBA) needs to be done by the customers so as to make sure it serves the intended purpose.
Disclosure: I am a real user, and this review is based on my own experience and opinions.

Sr Lead Data & Information Architect at a pharma/biotech company with 5,001-10,000 employees
Easy to design and performs well, but needs to be more scalable and flexible
Pros and Cons
- "I like this solution's ease of design and the fact that its performance is quite good. It is stable as well."
- "The scalability could be better. The on-premises solution is always more complicated to scale."
What is our primary use case?
We use it as a data warehouse.
What is most valuable?
I like this solution's ease of design and the fact that its performance is quite good. It is stable as well.
What needs improvement?
The scalability could be better. The on-premises solution is always more complicated to scale.
The flexibility could be improved. The product is good if you know what you're planning to do. If you're designing as well, upfront, then it's fine. However, if you've made a mistake in the design work or your system, then it could be quite complex and expensive, and it may not preform well.
For how long have I used the solution?
I've been using Teradata for around four years.
What do I think about the stability of the solution?
Teradata is a stable solution.
What do I think about the scalability of the solution?
I've worked on the on-premises solution, and it is always more complicated to scale. We currently have hundreds of users.
Which solution did I use previously and why did I switch?
We used Oracle Database before Teradata.
What other advice do I have?
Teradata is quite a specific tool, so if you have suitable use cases, then I would recommend it. On a scale from one to ten, I would rate this tool at seven.
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.
Buyer's Guide
Teradata
March 2025

Learn what your peers think about Teradata. Get advice and tips from experienced pros sharing their opinions. Updated: March 2025.
842,466 professionals have used our research since 2012.
Project Manager at a tech services company with 5,001-10,000 employees
We now have faster query response times.
What is most valuable?
Throttle
Columnar
How has it helped my organization?
Faster query response time.
What needs improvement?
Concurrency is still a challenge, pricing is still high.
For how long have I used the solution?
Three years.
What was my experience with deployment of the solution?
No.
What do I think about the stability of the solution?
None.
What do I think about the scalability of the solution?
Yes.
How are customer service and technical support?
Customer Service:
6/10
Technical Support:6/10
Which solution did I use previously and why did I switch?
Oracle. We switched because of TD distributed architecture and it is the best product for EDW.
How was the initial setup?
Done by Teradata PS.
What about the implementation team?
Teradata PS.
Disclosure: I am a real user, and this review is based on my own experience and opinions.
Senior Software Engineer at a tech services company with 201-500 employees
Processes larges data amounts, reliable, helpful online videos
Pros and Cons
- "The most valuable feature of Teradata is the quick processing of large data."
- "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."
What is our primary use case?
I am using Teradata Vantage Express and I'm using Teradata Studio along with it.
What is most valuable?
The most valuable feature of Teradata is the quick processing of large data.
What needs improvement?
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.
For how long have I used the solution?
I have been using Teradata for approximately one week.
What do I think about the stability of the solution?
The solution is stable.
What do I think about the scalability of the solution?
Teradata has high scalability.
I am the only one testing the solution in my company.
I rate the scalability of Teradata a ten out of ten.
How are customer service and support?
I have not used the support.
How was the initial setup?
The initial setup was done with the free Teradata Express. I downloaded and installed it. The implementation process was not easy to do and there are many steps involved. Other data warehousing tools are plug-and-play. It is a three to four-step process.
We followed some useful YouTube videos.
I rate the initial setup of Teradata a five out of ten.
What's my experience with pricing, setup cost, and licensing?
I am using the free version of Teradata.
What other advice do I have?
I rate Teradata a ten 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.
Technical Manager at a energy/utilities company with 51-200 employees
High transaction processes, as well as the reporting system, need improvement
Pros and Cons
- "We tried to use case Teradata for a data warehouse system, but we had some problems in relation to the Teradata system, CDC tools, and source databases. We were unable to transfer data from HPE Integrity mainframe to Teradata."
- "There is a need to improve performance in high transaction processes, as well as the reporting system."
What is our primary use case?
We tried to use case Teradata for a data warehouse system, but we had some problems in relation to the Teradata system, CDC tools, and source databases. We were unable to transfer data from HPE Integrity mainframe to Teradata.
How has it helped my organization?
It didn't improve the way our organization functions.
What is most valuable?
None.
What needs improvement?
There is a need to improve performance in high transaction processes, as well as the reporting system.
For how long have I used the solution?
Less than one year.
What do I think about the stability of the solution?
No issues with stability.
What do I think about the scalability of the solution?
No issues with scalability.
How are customer service and technical support?
I would rate tech support at eight out of 10.
Which solution did I use previously and why did I switch?
Yes, we already had SAP IQ and were using it. We didn’t switch. We tried but it failed.
How was the initial setup?
Very complex.
What other advice do I have?
I rate Teradata two out of 10. At first, support was very good, but during and after they ended their operation in Turkey it was very bad. We had some agreements and they gave us some promises but...
We bought it three years ago but we couldn't use it in production. We have SAP IQ data warehouse now and I don't have a major problem. I would recommend SAP IQ for data warehouse.
If you are going to buy Teradata, you have to make a very solid contract with them.
Disclosure: I am a real user, and this review is based on my own experience and opinions.
Teradata Consultant at a tech services company with 10,001+ employees
QueryGrid has multiple new features i.e data migration, extraction, tool loading, other utilities.
What is most valuable?
Stats, QueryGrid Autostats with collecting stats automatically with the threshold values assigned, QueryGrid has multiple new features i.e data migration, extraction, tool loading, other utilities.
How has it helped my organization?
Business, Analytics, Hybrid.
What needs improvement?
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 .
For how long have I used the solution?
5 years.
What was my experience with deployment of the solution?
No issues.
What do I think about the stability of the solution?
No issues.
What do I think about the scalability of the solution?
No issues.
How are customer service and technical support?
8/10
Which solution did I use previously and why did I switch?
Larger data warehouse / reporting and compatibility to analytics.
How was the initial setup?
It was straightforward.
What other advice do I have?
It architects the databases well. Right from data modelling, the correction appliance to be chosen, the queries hitting the system, strategic, tactical etc, and that business knowledge should be easy to understand to end developers.
Disclosure: I am a real user, and this review is based on my own experience and opinions.
Teradata Architect at a tech services company with 501-1,000 employees
This solution stands on top for changing business needs and beats other competitors in benchmarking.
What is most valuable?
The optimizer is the most valuable feature for us.
How has it helped my organization?
We are into DWBI (Data Warehousing and Business Intelligence) and Teradata is number one in the market for these solutions. They stood on top even for changing business needs and beat other competitors in benchmarking.
What needs improvement?
The Query Response time needs improving.
For how long have I used the solution?
We have been using the solution for 12 years.
What do I think about the stability of the solution?
We did not encounter any issues with stability.
What do I think about the scalability of the solution?
We did not encounter any issues with scalability.
How are customer service and technical support?
I would rate the technical support at 9/10.
Which solution did I use previously and why did I switch?
We never used a previous solution. In fact we migrated straight to Teradata.
How was the initial setup?
There were a few ups and down with the initial setup but it's only one time during the initial phase.
What's my experience with pricing, setup cost, and licensing?
Go for it.
Which other solutions did I evaluate?
It's already proven so we did not evaluate other industry solutions.
What other advice do I have?
Go for it.
Disclosure: My company has a business relationship with this vendor other than being a customer: We are partners with Teradata.
SystemAnalyst
Enables auto-partitioning and indexing, and resource allocation on the fly
Pros and Cons
- "Auto-partitioning and indexing, and resource allocation on the fly are key features."
- "Needs compatibility with more Big Data platforms."
What is our primary use case?
Business intelligence and data warehousing solutions for our client.
What is most valuable?
Auto-partitioning and indexing, and resource allocation on the fly.
What needs improvement?
Compatibility with more Big Data platforms.
For how long have I used the solution?
More than five years.
What other advice do I have?
I rate Teradata at eight out of 10. It provides high performance.
Disclosure: I am a real user, and this review is based on my own experience and opinions.

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