Mode Enterprise vs Teradata comparison

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Mode Enterprise

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Executive SummaryUpdated on Jan 4, 2026

Teradata and Mode Enterprise compete in the data analytics space, offering their own unique benefits. Mode Enterprise generally has the upper hand due to its comprehensive features and superior analytics capabilities, while Teradata is noted for its cost-effective pricing and reliable customer support.

Features: Teradata shines with robust data warehousing capabilities, scalability, and efficient data processing. It includes parallel processing and intelligent data management. Mode Enterprise offers advanced analytics, collaborative data exploration, and support for Python-based custom dashboards.

Room for Improvement: Teradata could improve by simplifying its complex setup and enhancing user interface design. It also lacks some modern visualization tools. Mode Enterprise would benefit from expanding its inbuilt visualization options, enhancing customer service, and offering more integrations with third-party tools.

Ease of Deployment and Customer Service: Teradata provides a scalable deployment model, although intricate, and is backed by strong customer support. Mode Enterprise offers an easier deployment process that enhances user accessibility but has less emphasis on customer service quality.

Pricing and ROI: Teradata offers a flexible pricing model with lower initial costs, promising a favorable ROI over time. Mode Enterprise, while more expensive initially, provides significant long-term value through advanced analytics features which can offset initial expenses.

To learn more, read our detailed Mode Enterprise vs. Teradata Report (Updated: February 2026).

Mode Enterprise vs. Teradata

February 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:

Categories and Ranking

Mode Enterprise

Ranking in BI (Business Intelligence) Tools

30th

Average Rating

7.4

Reviews Sentiment

4.8

Number of Reviews

Ranking in other categories

No ranking in other categories

Teradata

Ranking in BI (Business Intelligence) Tools

9th

Average Rating

8.2

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

Customer Experience Management (6th), Backup and Recovery (17th), Data Integration (14th), Relational Databases Tools (6th), Data Warehouse (3rd), Marketing Management (5th), Cloud Data Warehouse (3rd), Database Management Systems (DBMS) (6th)

Mindshare comparison

As of February 2026, in the BI (Business Intelligence) Tools category, the mindshare of Mode Enterprise is 1.0%, up from 0.4% compared to the previous year. The mindshare of Teradata is 1.0%, up from 0.8% 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	1.0%
Mode Enterprise	1.0%
Other	98.0%

BI (Business Intelligence) Tools

Featured Reviews

Shivkumar Targude

Senior Software Engineer at a tech services company with 1,001-5,000 employees

Custom cohort dashboards have transformed customer tracking but still need richer built‑in visuals

From my perspective, adding more custom visualizations as inbuilt features would be greatly beneficial for developers and other teams. For specific visualizations, we currently need to use Python and JavaScript combinations to create great visualizations such as cohort analysis. If these visualizations were added by default to Mode Enterprise, it would be beneficial for all of us. There are common visualizations that are not currently in Mode Enterprise but should be added. There are advantages and disadvantages to the current state. The advantages mainly include the ability to combine all datasets, which definitely reduces time. Because Python and JavaScript are supported, we can develop cohort dashboards, which many other BI tools do not support. Mode Enterprise supports cohort dashboards, which is a significant advantage.

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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 tool helps to catch results and review them."

"The most important feature of the solution is the ability to run Python-based scripts."

"I have used many other BI tools, but when I compare other BI tools with Mode Enterprise, I find it more interesting because it supports Amazon Redshift and cloud-related technology as well as some static-related technology, and it also supports customization through coding with JavaScript and Python."

"The solution is simple for people from a viewing perspective, not a coding perspective."

"The most valuable feature I would say is the flexibility in editing."

"Mode Enterprise positively impacted my organization with its clean visualization and slightly faster response times."

"The tool's most valuable feature is the warehousing model."

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

"In Data Lab, you can schedule any testing you want to do in production. You can take a small subset of data from production, copy it there, and run all your tests. It reduces your testing costs because it's all in the lab."

"The ease of deployment is useful so clients are up and running quickly in comparison to other products."

"Teradata offers great features; it is fast, faster compared to the previous applications that I used, and the scalability is good."

"Teradata's most valuable feature is that it's easy to use."

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

"The most valuable feature is the ease of running queries."

More Teradata pros

Cons

"Mode Enterprise can be improved by reducing the cost, as I think the enterprise version is much costlier."

"The data visualization is cumbersome in Mode Analytics. I want the solution to add a map that has an easy interface. The UI is slow sometimes."

"The solution could run faster."

"From my perspective, adding more custom visualizations as inbuilt features would be greatly beneficial for developers and other teams."

"I think in terms of User Interface, I would say it can be better."

"Mode Analytics needs to improve the overall user experience."

"The solution needs improvement in its stability, support and pricing."

"When backups are performed, it locks the database, preventing user access, which is a concern."

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

"Teradata is a bit late for the cloud."

"The initial setup was complex as we had to rewrite a lot of the code."

"I would like to see an improved Knowledge Base on the web."

"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."

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

More Teradata cons

Pricing and Cost Advice

"Mode Analytics is cheap compared to other tools."

"The pricing is per user."

"My decision-maker found the pricing expensive, but it is okay for me."

"Make sure you have the in-house skills to design and support the solution, as relying on external sources is extremely costly and tends to lock you into specific platforms, tools, and paradigms."

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

"I am using the free version of Teradata."

"Price is quite high, so if it is really possible to use other solutions (e.g. you do not have strict requirements for performance and huge data volumes), it might be better to look at alternatives from the RDBMS world."

"The solution requires a license."

"When looking into implementing this product, pricing is the main issue followed by technical expertise."

"The cost of running Teradata is quite high, but you get a good return on investment."

"The cost is substantial, totaling around $1.2 million, solely dedicated to upgrading the hardware."

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

Media Company

13%

Manufacturing Company

11%

Computer Software Company

10%

Insurance Company

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

What needs improvement with Mode Analytics?

What is your primary use case for Mode Analytics?

Mode Enterprise is being used for dashboard purposes only, specifically for custom dashboards. For the e-commerce domain, we use Mode Enterprise to track customers, such as finding out a customer's...

What advice do you have for others considering Mode Analytics?

Regarding licensing, I cannot provide detailed information on that topic. However, I can say that Power BI is open-source. If Mode Enterprise were provided as open-source, more people could start u...

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,...

Metabase vs Mode Enterprise

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Oracle Database vs Teradata

Compared 5% of the time

SQL Server vs Teradata

Compared 5% of the time

IBM Db2 Database vs Teradata

Compared 4% of the time

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Product Reports

BI (Business Intelligence) Tools

February 2026

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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

Mode Enterprise offers a data-focused analytics platform designed for businesses seeking advanced insights and efficiency. It combines robust data exploration with seamless reporting capabilities.

Mode Enterprise caters to data-driven enterprises by providing them with the tools necessary for real-time analysis. It’s engineered to enhance business decision-making through comprehensive data visualization, encouraging immediate insights and collaborative work across teams. The platform’s integration capabilities allow for smoother adaptation into existing workflows, enhancing agility and responsiveness.

What key features does Mode Enterprise offer?

Real-Time Collaboration: Enables teams to collaborate on reports simultaneously.
Data Visualization: Offers dynamic charts and graphs for data insights.
SQL Editor: Advanced querying tools for complex data analysis.
Custom Reporting: Flexible report creation tailored to specific metrics.

What benefits and ROI should users consider?

Improved Decision Making: Facilitates informed business strategies.
Increased Efficiency: Streamlines data management workflows.
Enhanced Collaboration: Supports transparent and cooperative efforts.
Cost-Effectiveness: Reduces time and resources spent on manual data handling.

Mode Enterprise effectively serves sectors like finance, retail, and healthcare by providing industry-specific analytics solutions. Its adaptability allows for personalized implementations, meeting each sector's unique data analysis needs and contributing to improved operational outcomes. By fostering agility, it aids industries in staying competitive through timely insights and informed strategic decisions.

Mode

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

Lyft, Zenefits, Twitch, Trello, Clover, Grovo, CrowdFlower, Segment, Everlane, Pocket, Highfive

Netflix