Oracle Business Intelligence Cloud Service vs Teradata comparison

Oracle Business Intelligenc...

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Executive SummaryUpdated on Jan 4, 2026

Teradata and Oracle Business Intelligence Cloud Service are competing in data analytics and business intelligence. Oracle Business Intelligence Cloud Service appears to have an edge with comprehensive integration features and value from its advanced analytics tools.

Features: Teradata offers powerful data warehousing capabilities, advanced analytical tools, and high-performance for handling large data sets. Oracle Business Intelligence Cloud Service distinguishes itself with an integrated cloud-based platform, extensive analytical functions, and visualization tools.

Room for Improvement: Teradata can enhance its cloud capabilities, simplify its deployment for less experienced users, and improve user interface adaptability. Oracle Business Intelligence Cloud Service could benefit from stronger predictive analytics, improved data processing speed, and enhanced customization options.

Ease of Deployment and Customer Service: Oracle Business Intelligence Cloud Service facilitates a streamlined deployment process in the cloud with comprehensive documentation and strong support. Teradata, due to its complex infrastructure, might require more time for deployment but offers dedicated support for installation.

Pricing and ROI: Teradata incurs higher initial setup costs due to its extensive data warehousing infrastructure but can yield significant long-term ROI through powerful data insights. Oracle Business Intelligence Cloud Service provides a more cost-effective setup with a flexible cloud subscription model, offering quicker returns on investment with scalable options and broad analytical capabilities.

To learn more, read our detailed Oracle Business Intelligence Cloud Service vs. Teradata Report (Updated: December 2025).

Oracle Business Intelligence Cloud Service vs. Teradata

December 2025

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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

Oracle Business Intelligenc...

Ranking in BI (Business Intelligence) Tools

23rd

Average Rating

7.6

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

No ranking in other categories

Teradata

Ranking in BI (Business Intelligence) Tools

8th

Average Rating

8.2

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

Customer Experience Management (6th), Backup and Recovery (15th), Data Integration (15th), Relational Databases Tools (6th), Data Warehouse (3rd), Marketing Management (5th), Cloud Data Warehouse (3rd), Database Management Systems (DBMS) (3rd)

Mindshare comparison

As of January 2026, in the BI (Business Intelligence) Tools category, the mindshare of Oracle Business Intelligence Cloud Service is 0.7%, up from 0.5% compared to the previous year. The mindshare of Teradata is 0.9%, up from 0.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

BI (Business Intelligence) Tools Market Share Distribution
Product	Market Share (%)
Teradata	0.9%
Oracle Business Intelligence Cloud Service	0.7%
Other	98.4%

BI (Business Intelligence) Tools

Featured Reviews

Ram Alla

BI Consultant at KPI Partners

Has supported secure report building and simplified data visualization for non-technical users

The features I find most useful in Oracle Business Intelligence Cloud Service include data visualization desktop for self-service reports. We can export using Excel and CSV files by dragging and dropping the columns to create reports. The drag-and-drop interface in Oracle Business Intelligence Cloud Service helps create dashboards for non-technical users as it is easy to use. By dragging and dropping columns, it creates a tabular view by default. We can convert these into many graphs and views such as pivot tables and other interactive graphical representations. I use self-service analytics in Oracle Business Intelligence Cloud Service.

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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

"Its ease of use and the ability to drill down into detail are the most valuable. Executive dashboarding features are the most commonly used ones."

"The most valuable features are user-friendly and self-service tools. Users can define their reports based on available data sets, with multiple dimensions and slide and dice data capabilities."

"Initial setup was straightforward."

"The solution effectively integrates with third-party products."

"It is a stable program."

"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 is a stable solution. Stability-wise, I rate the solution a nine out of ten."

"Teradata has positively impacted our organization by allowing our team to reduce from 27 people down to eight, consolidating our headcount, and helping the enterprise achieve a higher rate of internal return on financials."

"Intelliflex is very scalable. In fact, scalability has improved 100 times by Intelliflex, in my personal opinion."

"I found all parts --loading, transformation, processing & querying work in parallel, and end-to-end-- to be valuable."

"The product's scalability is great. Scalability-wise, I rate the solution a ten out of ten."

"It effectively has allowed us to remove over 20 portion copies of the data sets on other DB platforms for real-time operational reporting purposes."

More Teradata pros

Cons

"In terms of data modeling, it could be simplified. Sometimes, it seems complicated. Also, the response time for data set refreshes could be faster to enhance the user experience."

"The dashboard could be improved and include additional features."

"When looking at web-based BI or cloud-based BI vendors, there should be abilities for power users to build deep analysis. If they are not data science tools, they are not for power users."

"Quality of support varies."

"Teradata has a few AI models, but in data science, we need more flexibility."

"Teradata is an old data warehouse, and they're not improving in terms of new, innovative features."

"Since I was working on the very basic, legacy systems, the memory thing was always a challenge. If Teradata is moving to the cloud, the space constraint or the memory issue that my company generally faces will eventually resolve, in time. What I'd like to see in the next release of Teradata is that it becomes full-fledged on the cloud, apart from better connectivity to various systems. For example, if I have to read or include a Python script, if I write some basic codes, I should be able to read even unstructured data. I know that it's not supported even in Snowflake, but at least semi-structured data support, if that can be a little more enhanced, that would be good."

"The user interface needs to be improved."

"I choose 8 out of 10 for Teradata because there is always the scope for improvement."

"The tool's flexibility and capacity for expansion are areas of concern where improvements are required."

"The primary challenge with Teradata lies in its cost structure, encompassing subscription fees, software licenses, and hardware expenses."

"The initial setup is complex because there are a lot of factors that come into play, including the amount of software and applications that require access."

More Teradata cons

Pricing and Cost Advice

"Oracle products are always going to be on the higher end of your price scale. You have to kind of accept that going in."

"The solution's pricing is reasonable compared to other products."

"Teradata pricing is fine, and it's competitive with all the legacy models. On a scale of one to five, with one being the worst and five being the best, I'm giving Teradata a three, because it can be a little expensive, when compared to other solutions."

"Teradata used to be expensive, but they have been lowering their prices."

"Teradata is currently making improvements in this area."

"Teradata is not cheap, but you get what you pay for."

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

"The initial cost may seem high, but the TCO is low."

"The solution requires a license."

"I am using the free version of Teradata."

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

24%

Manufacturing Company

Computer Software Company

Government

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	28
Midsize Enterprise	13
Large Enterprise	52

Questions from the Community

What needs improvement with Oracle Business Intelligence Cloud Service?

As an expert, I can recommend that improvements could be made in Oracle Business Intelligence Cloud Service regarding cost. Compared to Power BI, it is significantly more expensive. I think the pri...

What is your primary use case for Oracle Business Intelligence Cloud Service?

The main use cases revolve around analytics which helps us with configured reports for AP, AR, and General Ledger. We have created several reports in Oracle Business Intelligence Cloud Service as R...

What advice do you have for others considering Oracle Business Intelligence Cloud Service?

I really recommend Oracle Business Intelligence Cloud Service itself. I recommend it because we can secure the data compared to other tools. We can connect with a self-service portal and create new...

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 Analytics Cloud vs Oracle Business Intelligence Cloud Service

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Compared 7% of the time

Snowflake vs Teradata

Compared 6% of the time

Oracle Database vs Teradata

Compared 5% of the time

SQL Server vs Teradata

Compared 5% of the time

IBM Db2 Database vs Teradata

Compared 5% of the time

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Product Reports

Oracle Business Intelligence Cloud Service

January 2026

Oracle Business Intelligence Cloud Service report

Download Oracle Business Intelligence Cloud Service product report

Download Teradata product report

January 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

Oracle Business Intelligence Cloud Service enables all users to tap into the most pertinent data, whenever and wherever they need it. With BI Cloud Service, robust analysis is accessible to everyone, from individuals to large workgroups, across the enterprise.

Oracle

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

Grant Thornton, FORTH, Anthem

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