Qualtrics XM Platform vs Teradata comparison

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Qualtrics XM Platform

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Executive SummaryUpdated on Apr 5, 2026

Teradata and Qualtrics XM Platform compete in data analytics and customer experience management. Teradata has an edge in handling large-scale data tasks with robust data warehousing capabilities, while Qualtrics XM is more suited for customer feedback and experience analytics due to its advanced survey creation and AI-driven insights.

Features: Teradata excels with its parallel processing, scalability, and real-time data integration, crucial for large-scale data analytics. Its architecture ensures fast query performance and high reliability. Qualtrics XM Platform stands out with flexible branching in survey creation, real-time feedback integration, and AI-driven insights, making it effective for capturing customer and employee experiences.

Room for Improvement: Teradata faces issues with high costs and challenges in cloud scalability and unstructured data handling. Users call for better integration with AI and modern big data platforms and improved training and support. Qualtrics needs improvement in pricing structure, dashboard flexibility, and integration of advanced AI features, with some users pointing to high costs and limited customization options.

Ease of Deployment and Customer Service: Teradata supports on-premises, private, and hybrid cloud deployments, though cloud scalability presents challenges. It benefits from comprehensive customer service, notwithstanding some delays. Qualtrics, primarily cloud-based, offers competitive technical support and smooth implementation, leveraging its flexibility and adaptability in dynamic environments.

Pricing and ROI: Both Teradata and Qualtrics are recognized for their high costs, yet they are seen as offering substantial ROI. Teradata is particularly praised for ROI in large enterprises due to its analytics capabilities, with flexible pricing models improving competitiveness. Qualtrics, considered expensive, is valued for its customization and analytics features, although its pricing remains an area of concern.

To learn more, read our detailed Qualtrics XM Platform vs. Teradata Report (Updated: August 2026).

Qualtrics XM Platform vs. Teradata

August 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:

ROI

Sentiment score

6.5

Qualtrics XM Platform enhances customer insights and satisfaction by streamlining surveys, though costs are significant compared to rivals.

Sentiment score

6.9

Teradata significantly boosts speed, efficiency, and ROI, with studies showing a 427% average ROI over three years.

It is the Ferrari of XM platforms.

Romina Dorola

Head Of Vo C Strategy & Customer Success at TheX

It is already compatible with every application that we are using and is something standardized in Roche.

Generative AI Engineer at Tata Consultancy

The difference in getting a 4.5 stars to a 4 stars to a 3.5 stars can be just one point.

For more quotes and insights, download the Qualtrics XM Platform report

Market Research Manager at a insurance company with 1,001-5,000 employees

At least fifteen to twenty percent of our time has been saved using Teradata, which has positively affected team productivity and business outcomes.

Shugoyal Shugoyal

Senior product analyst at a financial services firm with 10,001+ employees

Independent research showed that Teradata VantageCloud users achieved an average ROI of 427% across three years with payback under a year, demonstrating the platform's ability to deliver a strong financial return.

Engineers at a consultancy with 11-50 employees

We have realized a return on investment, with a reduction of staff from 27 to eight, and our current return on investment is approximately 14%.

For more quotes and insights, download the Teradata report

Interim and Fractional CIO and CTO at a consultancy with 11-50 employees

Customer Service

Sentiment score

6.4

Qualtrics XM Platform's customer service is responsive but some report delays and inefficiencies, requiring improvements in support quality.

Sentiment score

7.1

Teradata's support is praised for professionalism and responsiveness, but feedback on speed is mixed; training resources enhance service.

I also have a technical success manager that I can call, someone who is there to help me with whatever I need.

Market Research Manager at a insurance company with 1,001-5,000 employees

I would rate the customer support a nine on a scale of one to ten.

Emorales Morales

Sr. Service Delivery Consultant at a consultancy with 201-500 employees

Based on available resources, the documentation, knowledge base, and training materials have been sufficient for the tasks I have worked on.

For more quotes and insights, download the Qualtrics XM Platform report

Program Operations Associate at MyCaptain

The customer support for Teradata has been great.

Interim and Fractional CIO and CTO at a consultancy with 11-50 employees

They are responsive and knowledgeable, and the documentation is very helpful.

Engineers at a consultancy with 11-50 employees

Customer support is very good, rated eight out of ten under our essential agreement.

For more quotes and insights, download the Teradata report

Team Leader for Data Base Administrators at a government with 1,001-5,000 employees

Scalability Issues

Sentiment score

7.5

Qualtrics XM Platform efficiently scales for organizations, supporting global operations, complex requirements, and extensive user bases with high user satisfaction.

Sentiment score

7.5

Teradata offers scalable cloud and on-premise solutions with strong adaptability, overcoming hardware limitations and cost challenges efficiently.

It can handle multiple surveys, large numbers of responses, and reporting requirements without any noticeable performance issues.

Program Operations Associate at MyCaptain

Qualtrics XM Platform is one of the most scalable solutions among survey platforms based on my experience.

JishnuG Anand

Senior Consultant at ALA Consulting Group

In terms of scalability, Qualtrics XM Platform scales well for large organizations because it can support multiple teams, applications, feedback programs, survey types, and analytics dashboards from one platform.

For more quotes and insights, download the Qualtrics XM Platform report

Generative AI Engineer at Tata Consultancy

Whenever we need more resources, we can add that in Teradata, and when not needed, we can scale it down as well.

Shugoyal Shugoyal

Senior product analyst at a financial services firm with 10,001+ employees

This flexibility allows organizations to scale according to their needs, balancing performance, cost, and compliance requirements.

For more quotes and insights, download the Teradata report

Engineers at a consultancy with 11-50 employees

This expansion can occur without incurring downtime or taking systems offline.

RajeshKumar25

Principal Consultant & Director at Quensulting

Stability Issues

Sentiment score

7.9

Users find Qualtrics XM stable with minimal downtime, occasional disruptions, and reliable survey operations, enhancing enterprise feedback usage.

Sentiment score

8.3

Teradata's robust architecture ensures exceptional stability and reliability, with minimal downtime and high user ratings despite some integration challenges.

Survey creation, response collection, reporting, and dashboard access have been consistently available and performed well.

Program Operations Associate at MyCaptain

Qualtrics XM Platform is stable and reliable for server distribution, response collection, and analytics reporting.

For more quotes and insights, download the Qualtrics XM Platform report

Generative AI Engineer at Tata Consultancy

Its massively parallel process architecture allows the platform to distribute workload efficiently, enabling organizations to run heavy analytic queries without compromising speed or stability.

Engineers at a consultancy with 11-50 employees

I find the stability to be almost a ten out of ten.

For more quotes and insights, download the Teradata report

Team Leader for Data Base Administrators at a government with 1,001-5,000 employees

The workload management and software maturity provide a reliable system.

RajeshKumar25

Principal Consultant & Director at Quensulting

Room For Improvement

The Qualtrics XM Platform needs enhanced performance, simpler UI, better integration, and more flexible and customizable features.

Teradata requires improvements in transaction processing, scalability, UI, cost-effectiveness, analytics features, integration capabilities, and security measures.

They have created a feature that allows you to analyze data that does not come from surveys, such as support calls and chatbot interactions, which is valuable.

Romina Dorola

Head Of Vo C Strategy & Customer Success at TheX

Advanced configuration can be complex, reporting customization has a learning curve, and pricing and licensing need careful governance.

For more quotes and insights, download the Qualtrics XM Platform report

Generative AI Engineer at Tata Consultancy

Qualtrics XM Platform has become faster at implementing community-requested features.

JishnuG Anand

Senior Consultant at ALA Consulting Group

I want to highlight two features for improvement: first, storing data in various formats without requiring a tabular structure, accommodating unstructured data; and second, adding AI ML features to better integrate Gen AI, LLM concepts, and user-friendly experiences such as text-to-SQL capabilities.

Ganesh Verma

Data Engineer at Tredence Inc.

Unlike SQL and Oracle, which have in-built replication capabilities, we don't have similar functionality with Teradata.

Team Leader for Data Base Administrators at a government with 1,001-5,000 employees

The most challenging aspect is finding Teradata resources, so we are focusing on internal training and looking for more Teradata experts.

For more quotes and insights, download the Teradata report

Interim and Fractional CIO and CTO at a consultancy with 11-50 employees

Setup Cost

Qualtrics XM offers scalable, flexible licensing with costs varying by use case, providing valuable customization despite potential high prices.

Teradata offers high-value analytics with flexible pricing, excelling in performance and ROI, ideal for large enterprises and data-intensive sectors.

I do not think Qualtrics XM Platform is really expensive; it is a world-class platform that adapts to different price ranges of companies.

Romina Dorola

Head Of Vo C Strategy & Customer Success at TheX

When it comes to the price, I believe it is an expensive solution compared to its competitors.

reviewer3329071

Manager, Application Delivery at A W Rostamani Holdings Co. (LLC)

My experience with pricing, setup cost, and licensing was that it was not cheap, but it wasn't crazy expensive.

For more quotes and insights, download the Qualtrics XM Platform report

Market Research Manager at a insurance company with 1,001-5,000 employees

Teradata is much more expensive than SQL, which is well-performed and cheaper.

Team Leader for Data Base Administrators at a government with 1,001-5,000 employees

Initially, it may seem expensive compared to similar cloud databases, however, it offers significant value in performance, stability, and overall output once in use.

RajeshKumar25

Principal Consultant & Director at Quensulting

Role-based access control (RBAC), strong audit and compliance features, high availability, fault tolerance, and encrypted data at rest and in-transit are key features.

For more quotes and insights, download the Teradata report

Engineers at a consultancy with 11-50 employees

Valuable Features

Qualtrics XM Platform offers advanced survey creation, data analysis, and comprehensive feedback management with AI and streamlined integrations.

Teradata excels in parallel processing, scalability, and performance, offering robust data management, security, and integration for efficient data warehousing.

Integrations with Qualtrics XM Platform are highly customizable, providing out-of-box solutions such as Salesforce and methods to get data from multiple systems through various integrations, including file or API calls, allowing for effective analysis once survey responses are collected.

JishnuG Anand

Senior Consultant at ALA Consulting Group

Qualtrics XM Platform has improved the workflow by providing a centralized and standardized way to collect feedback and analytics data across multiple applications inside Roche.

Generative AI Engineer at Tata Consultancy

Qualtrics XM Platform has improved our ability to collect and analyze feedback efficiently, leading to more informed decision-making and better program management.

For more quotes and insights, download the Qualtrics XM Platform report

Program Operations Associate at MyCaptain

Teradata's security helps our organization meet compliance requirements such as GDPR and IFRS, and it is particularly essential for revenue contracting or revenue recognition.

Interim and Fractional CIO and CTO at a consultancy with 11-50 employees

Its architecture allows information to be processed efficiently while maintaining stable performance, even in highly demanding environments.

For more quotes and insights, download the Teradata report

Engineers at a consultancy with 11-50 employees

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.

reviewer2783274

Senior Data Engineer at a media company with 1,001-5,000 employees

Categories and Ranking

Qualtrics XM Platform

Ranking in Customer Experience Management

1st

Average Rating

8.8

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

Social CRM (5th), Survey Software (1st), Customer Feedback Management (1st), Product Management Software (1st)

Teradata

Ranking in Customer Experience Management

5th

Average Rating

8.2

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

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), Database Management Systems (DBMS) (5th)

Mindshare comparison

As of August 2026, in the Customer Experience Management category, the mindshare of Qualtrics XM Platform is 3.6%, down from 6.8% compared to the previous year. The mindshare of Teradata is 1.9%, down from 3.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Customer Experience Management Mindshare Distribution
Product	Mindshare (%)
Qualtrics XM Platform	3.6%
Teradata	1.9%
Other	94.5%

Customer Experience Management

Featured Reviews

Unified feedback has transformed member journey insights and now drives higher healthcare ratings

Market Research Manager at a insurance company with 1,001-5,000 employees

As easy as it was to connect our data sources with Qualtrics XM Platform, there were two or three out of the ten or so that we added that were a little bit trickier. Finding a way to get them in there and repeat the upload isn't always just Qualtrics XM Platform's fault. We have a lot of legacy platforms that we need to figure out how to make that work better. Having that work super smoothly and managing logins and some of that other stuff could always be a little bit easier and a little bit smoother. Admittedly, we could be better at providing the information, but that's something that could be improved.

Read full review

Delivers consistent performance and enables advanced analytics across complex data environments

Engineers at a consultancy with 11-50 employees

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.

Read full review

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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

University

10%

Manufacturing Company

Financial Services Firm

Insurance Company

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	12
Midsize Enterprise	2
Large Enterprise	9

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

Questions from the Community

What is your experience regarding pricing and costs for Delighted by Qualtrics?

My experience with pricing, setup cost, and licensing was that it was not cheap, but it wasn't crazy expensive. We looked at it and our finance people looked at it and said that based on the benefi...

What needs improvement with Delighted by Qualtrics?

Regarding the negative aspects, I believe there are some points that could still be improved in Qualtrics XM Platform. The integration with WhatsApp has not been provisioned. We have to partner wit...

What is your primary use case for Delighted by Qualtrics?

I am using Qualtrics XM Platform mainly to capture customer feedback and customer surveys of the service we provide. It gives a dashboard to view and monitor the CSI score. If the scoring is less, ...

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,...

Sprinklr vs Qualtrics XM Platform

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Compared 4% of the time

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Compared 4% of the time

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Compared 3% of the time

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Compared 3% of the time

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Compared 3% of the time

MySQL vs Teradata

Compared 2% of the time

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Product Reports

Download Qualtrics XM Platform product report

Qualtrics XM Platform

August 2026

Download Teradata product report

July 2026

Also Known As

Delighted by Qualtrics, Qualtrics Customer XM, Qualtrics Core XM,

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

Overview

Qualtrics XM Platform offers AI-driven analytics, seamless integrations, and an intuitive interface for efficient data collection and visualization. Known for its user-friendly design, it supports real-time feedback and sentiment analysis, catering to companies seeking streamlined workflows.

Qualtrics XM Platform enables organizations to create surveys with ease through its drag-and-drop interface. With prebuilt integrations and advanced analytics tools like Text iQ, users efficiently gather insights from data. The platform's comprehensive dashboards facilitate dynamic engagements and amplify decision-making. While the platform excels in many areas, it needs improvements in Salesforce integration, graphical analytics tools, and dashboard speeds to enhance user experience. High costs and data migration limitations are noted as concerns. Qualtrics is utilized across industries for collecting customer experience data, automating surveys, and boosting employee engagement, though some industry-specific functional enhancements are recommended.

What key features does the Qualtrics XM Platform offer?

User-friendly survey creation: Drag-and-drop functionality simplifies design.
AI-driven analytics: Tools like Text iQ offer real-time feedback and sentiment analysis.
Prebuilt integrations: Seamlessly work with existing systems and tools.
Comprehensive data visualization: Enhanced dashboards improve data interpretation.
Automated notifications: Boost engagement with prompt updates and alerts.

What benefits should users expect when reviewing Qualtrics XM Platform?

Simplified tasks: Streamlined workflows reduce complexity in processes.
Improved decision-making: Real-time insights assist with strategic planning.
Enhanced engagement: Features encourage interaction and participation.
Accessibility: Easy for users without technical expertise.

Organizations implement Qualtrics across industries to gather customer insights and automate feedback processes. Retailers use kiosks for in-store feedback, while HR departments leverage the platform for employee onboarding. Banking sectors adopt it for transactional feedback, whereas technology firms assess content effectiveness through in-depth surveys. Enhanced real-time dashboards help access and utilize collected data efficiently.

Qualtrics

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

Aetna, 1 800 Contacts, GE

Netflix