QBO vs Teradata comparison

Unscrambl, Inc and Teradata are both solutions in the BI (Business Intelligence) Tools category. Unscrambl, Inc is ranked #49, while Teradata is ranked #8 with an average rating of 7.7. Unscrambl, Inc holds a 0.6% mindshare in BIT, compared to Teradata’s 0.9% mindshare. Additionally, 85% of Unscrambl, Inc users are willing to recommend the solution, compared to 88% of Teradata users who would recommend it.

QBO

Read 6 QBO reviews

460 Views
460 Comparison Views

85% willing to recommend

Teradata

Read 83 Teradata reviews

10,773 Views
1,077 Comparison Views

88% willing to recommend

QBO

Teradata

Comparison Buyer's Guide

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Executive SummaryUpdated on Jan 4, 2026

Teradata and QBO compete in the data management and financial software categories. Teradata has the upper hand in handling large-scale data environments and advanced analytics, whereas QBO excels in cloud accessibility and user-friendliness.

Features: Teradata offers parallel processing capabilities, massive data handling, and advanced analytics, making it a robust solution for complex data environments. It provides multiple deployment models and excels in speed and scalability. QBO provides cloud-based accessibility, seamless integration with other systems, and user-friendly features for easy financial management.

Room for Improvement: Teradata users seek more cost-effective solutions, better cloud adoption, and improved integration capabilities, particularly for unstructured data. QBO can improve its inventory management, workflow integration, and billing options, along with enhancing user support.

Ease of Deployment and Customer Service: Teradata supports diverse deployments, including on-premises, hybrid, and cloud, with generally well-regarded customer service albeit with varying response times. QBO ensures rapid deployment with its cloud-based approach and offers quick, efficient customer service aligned with user needs.

Pricing and ROI: Teradata is known for high upfront costs, offering significant long-term ROI, especially in large-scale operations. QBO, although seen as expensive, justifies pricing with comprehensive features and straightforward cloud deployment, making it a worthwhile consideration for many businesses.

To learn more, read our detailed QBO vs. Teradata Report (Updated: December 2025).

Buyer's Guide

QBO 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

QBO

Ranking in BI (Business Intelligence) Tools

49th

Average Rating

8.8

Reviews Sentiment

7.3

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 QBO is 0.6%, up from 0.0% 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%
QBO	0.6%
Other	98.5%

BI (Business Intelligence) Tools

Featured Reviews

Mimi Evans

Owner/Operator at Fearless Bookkeeping Services LLC

Offer great partnership models and relatively simple to use

My only issue with QuickBooks Online is their inventory capabilities. My understanding is that they're rolling out improvements in 2023, but anytime a person asks me about using QuickBooks Online and inventory, then I always recommend the desktop version because otherwise the functionality isn't great. They're trying to become the all-in source that we use for everything. However, the product lakcs a client portal, a feature that would make a huge difference. I'm an accountant and if I can't use it well, I can't train my customers to use it well. There are so many professional service companies that would love to be able to offer a client portal of some sort but they're so industry-specific or they're outrageously expensive because they're meant for enterprise level. I don't like the UI or the functionality of their cash flow planner. I would rather pay for another software than use theirs.

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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

"The most valuable feature is the collaboration around allowing many people to ask questions and see the dashboards together."

"The most valuable features of QBO are its order processing and sales capabilities, as well as its invoice and batch processing capabilities. It allows for multiple batch processing and integration with other platforms, such as SAP V1, Oracle, and Dynamics BC. This makes the solution versatile and effective for customers, and they are satisfied with its integration with different platforms. The integration of this solution is not fixed, it can be based on the user's requirements."

"QBO has a very good reconciliation tool."

"The most valuable feature of QBO is that it can be reconnected at any time and anywhere. It is not like other software where you have to back up and restore the data."

"It's intuitive, electronic, and, as in the old days, eliminates the need for pen and paper. It is the only option. It's the best software."

"The scheduling feature for salaries and taxes is one of the best features of QBO. It's also very user-friendly."

"The solution scales well on the cloud."

"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 very stable. It's 100% uptime. Speed and resilience are one of the greatest features of this product. In almost twenty years we've never had downtime, except for outages for patches and upgrades. We've never had a system failure in twenty years."

"It has a solid set of tools and consulting services."

"The best features Teradata offers, in my experience, include fast performance during multi-parallel processing, very good scalability, support for linear scalability, and its suitability for handling large volumes of data; additionally, it facilitates data integration, where we integrate and analyze data from various sources, making it a powerful and high-quality reliable solution for the company."

"It's stable and reliable."

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

"It handles large amounts of information with a linear performance increase, in relation to a HW investment."

More Teradata pros

Cons

"The dashboards can be improved by making them customizable in a more granular manner."

"The internet version is less user-friendly than the desktop version. The desktop version is their flagship, whereas the online version is considerably different, requiring all new learning and having several glitches."

"Inventory capabilities are lacking in the cloud version."

"The Linux Operating System feature is not available. When we access it from the accounting features, it does not transit to installation."

"QBO could be improved by adding more flexibility in its invoice and sales order processing capabilities. Customers have requested the ability to integrate with different retail services and the ability to easily integrate with different payment gateways, such as PayPal, by providing API and credentials, with the system automatically processing the integration."

"Compared to offline accounting software with many shortcuts and allows you to operate the software using the keyboard, QBO doesn't have the keyboard feature."

"The capability to implement it with comparable performance across various private cloud environments, ensuring adaptability to different infrastructure setups would be beneficial."

"If I want to implement an upgrade, I'd like to see how it will be different. Ideally, Data Lab should help me test production items and also do future things. Future releases should be downloadable and testable in Data Lab."

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

"Teradata is a bit late for the cloud."

"I would like more security and speed."

"I've been using the same UI for 20 years in Teradata. It could use some updating. Adding more stability around Teradata Studio would be outstanding. Teradata Studio is a Java-based version of their tool. It's much better now, but it still has some room for improvement."

"Teradata's UI could be more user-friendly."

"Query language and its functionality are rather limited, compared to Oracle or even SQL Server. However, it is possible to perform any kind of logic in it (though some workarounds may be required)."

More Teradata cons

Pricing and Cost Advice

"In my opinion, QBO is a bit on the pricey side, but you have no choice. It is still better, in the long run, to go with their pricing or their software than the alternatives."

"The solution is expensive."

"I give the pricing a nine out of ten."

"In this day and age, we want to get things done quickly. So, we go to the AWS Marketplace."

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

"Users have to pay a yearly licensing fee for Teradata IntelliFlex, which is very expensive."

"I would advise others to look into migration and setup as a fixed price and incorporate a SaaS option for other Teradata services."

"Teradata is currently making improvements in this area."

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

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

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

23%

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

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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...

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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...

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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,...

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Comparisons

Verix Limelight vs QBO

Compared 100% of the time

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Oracle Exadata vs Teradata

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

Buyer's Guide

QBO

January 2026

Download QBO product report

Buyer's Guide

Teradata

December 2025

Download Teradata product report

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

QBO combines the power of natural language and spontaneous collaboration to deliver on-demand insights to the decision-makers. Winning features of QBO: 1. Easily connect to multiple internal and external datasets 2. Slice-and-diced data in infinite ways using natural language (English) and interactive visualizations 3. Responds easily to descriptive, diagnostic, predictive and prescriptive questions 4. Native integration with Microsoft Teams 5. Save and share your findings easily on interactive boards URL of the product : https://www.unscrambl.com/qbo-insights/ Powered by Unscrambl, we believe that our increasingly complex world of data can be simplified and transformed into actionable insights, saving valuable time and resources for every business. Unscrambl develops next-generation conversational analytics software that gives business users the power to access and consume data instantly and collaboratively. Unscrambl is headquartered in the United States and has offices in Singapore, Turkey, India, and the Philippines. For more information, please visit www.unscrambl.com

Unscrambl, Inc

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.

Teradata

Sample Customers

SATS, Celcom, EastWest, DBS, Metrobank, XL-Axiata, Etisalat, UnionBank of the Philippines

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Buyer's Guide

QBO vs. Teradata

December 2025

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