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Teradata vs Toucan Toco comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Apr 5, 2026

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

Teradata
Ranking in BI (Business Intelligence) Tools
8th
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
83
Ranking in other categories
Customer Experience Management (5th), Backup and Recovery (11th), Data Integration (15th), Relational Databases Tools (7th), Data Warehouse (2nd), Marketing Management (4th), Cloud Data Warehouse (2nd), Database Management Systems (DBMS) (5th)
Toucan Toco
Ranking in BI (Business Intelligence) Tools
29th
Average Rating
9.0
Reviews Sentiment
7.0
Number of Reviews
1
Ranking in other categories
Data Visualization (18th), Embedded BI (11th)
 

Mindshare comparison

As of August 2026, in the BI (Business Intelligence) Tools category, the mindshare of Teradata is 1.3%, up from 0.9% compared to the previous year. The mindshare of Toucan Toco is 0.7%, up from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
Teradata1.3%
Toucan Toco0.7%
Other98.0%
BI (Business Intelligence) Tools
 

Featured Reviews

David Durand Velásquez - PeerSpot reviewer
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.
Jeffrey Richter - PeerSpot reviewer
VP of IT at Claridge Products
Real-time executive visibility has replaced spreadsheets and drives daily sales decisions
Toucan Toco offers excellent features, including the quick ability to create Stories and KPIs based on the data that we're storing in our data warehouse. We leverage the functionality within Toucan Toco to quickly build out a code-free environment, providing a code-free way of sharing both graphs and KPIs to track and deliver visibility to key data elements. Toucan Toco has positively impacted our organization because we previously were using Excel spreadsheets to share data out to the team, and now we're using Toucan Toco to share information in real time. This shift to real-time sharing has brought clarity to consistent metrics and real-time visibility to activity.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"We switched because of TD distributed architecture and it is the best product for EDW."
"If the priority is to find the best tool that can be relied on with less maintenance and good performance, Teradata is definitely a good option, but again, homework must be done to see which one suits the data workloads."
"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."
"It's the same as your visual database. I like the fast load feature for data, the BTQ solution is very good, and storage procedures are very fast."
"I mostly recommend Teradata for data storage because it is easy to deploy and implement."
"The solution is speedy and doesn't require much of a DBA team, it's kind of baked right into the product."
"Teradata provides the analytical performance we need through its “parallel everything” design and industry leading optimizer to intelligently process all types of analytical and business intelligence queries."
"Cuts time to process huge amounts of data with efficient analytical queries."
"Toucan Toco has positively impacted our organization because we previously were using Excel spreadsheets to share data out to the team, and now we're using Toucan Toco to share information in real time."
 

Cons

"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."
"Data ingestion is done via external utilities and not by the query language itself. It would be more convenient to have that functionality within its SQL dialect."
"The reporting side wasn't very good in the past, but with the latest versions, it's getting better. Still, the friendliness of the PDC reporting and functionality needs to be improved."
"Since I was working on the very basic, legacy systems, the memory thing was always a challenge."
"​The initial setup was complex as we had to rewrite a lot of the code.​"
"The capability to implement it with comparable performance across various private cloud environments, ensuring adaptability to different infrastructure setups would be beneficial."
"However, adding additional space once your disks are full in the past was expensive."
"The primary challenge with Teradata lies in its cost structure, encompassing subscription fees, software licenses, and hardware expenses."
"I chose nine because Stories can cascade on top of each other and be a bit complicated when they create multiple data sets underneath the Stories to manage."
 

Pricing and Cost Advice

"​When looking into implementing this product, pricing is the main issue followed by technical expertise​."
"The cost is significantly high."
"The price of Teradata is on the higher side, and I think that it where they lose out on some of their business."
"It's a very expensive product."
"The price needs to be more competitive as Hadoop, Redshift, Snowflake, etc are constantly making way into EDW space."
"Teradata is expensive, so it's typically marketed to big customers. However, there have been some changes, and Teradata is now offering more flexible pricing models and equipment leasing. They've added pay-as-you-go and cloud models, so it's changing, but Teradata is generally known as an expensive high-end product."
"It comes at a notably high cost for what it offers."
"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."
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Comparison Review

it_user232068 - PeerSpot reviewer
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…
 

Top Industries

By visitors reading reviews
Financial Services Firm
18%
Manufacturing Company
8%
Construction Company
8%
Comms Service Provider
6%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business28
Midsize Enterprise13
Large Enterprise53
No data available
 

Questions from the Community

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,...
What is your experience regarding pricing and costs for Toucan Toco?
My experience with pricing, setup cost, and licensing was a very clean and quick process through negotiation, and it was a very fair and competitive process.
What needs improvement with Toucan Toco?
Toucan Toco can be improved with the addition of the AI functionality that they are working on, which will be a great value add once it's available. I chose nine because Stories can cascade on top ...
What is your primary use case for Toucan Toco?
Our main use case for Toucan Toco is to share business analytics across the executive staff. A quick, specific example of how my team uses it to share analytics with the executive staff is that we ...
 

Comparisons

 

Also Known As

IntelliFlex, Aster Data Map Reduce, , QueryGrid, Customer Interaction Manager, Digital Marketing Center, Data Mover, Data Stream Architecture, Teradata Vantage Enterprise (DIY)
No data available
 

Overview

 

Sample Customers

Netflix
Heineken, GE, PnG, Sodexo, Banque postale, Groupe PSA, JCDecaux, Marques Avenue, Nexity
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