Finding the most suitable data warehouse software may seem like an insurmountable task. With so many options out there, one can easily get lost. There are so many things to consider too, including types of data warehouses, performance, security, as well as the features you might need. And all of this has to fit within your budget. That’s why we decided to do the research instead of you and compile a list of the top solutions on the market. We made sure to give you as much diversity as possible so that you could find your perfect fit regardless of the size of your business.
We follow a strict evaluation methodology to determine which data warehouse providers to include in our list. Before deciding on each platform we make sure that we have all your best interests at hand regardless of the size of your company. If you want to know more about our process make sure to analyze our methodology before you move on to the next phase — our comprehensive reviews of the software.
There are hundreds, if not thousands of data warehouse solutions available on the market and every single one has something unique to offer. The best way to figure out which one will be the best for you is to consider whether your company will benefit more from a cloud model or on-premise solution. Understanding that this choice is very important we made sure to give you enough choices for both options.
Cloud data warehouse solutions allow for a monthly or annual subscription instead of a one-time fee, have support available at any moment, and feature built-in disaster plans with database replication. With this choice, however, your security will be handled by a third party as well as be open to the possibility of a shared database.
The on-premise model means that all data will be kept locally, the server uptime will be managed internally, and there will be only a one-time purchase fee. On the flip side, you have to be prepared to make your own disaster recovery plan, as well as hire a technician to maintain your data warehouse software because chances are that support from the vendors will be limited.
There are three types of data warehouse platforms — traditional and specialized database management systems (DBMS), and out-of-the-box data warehouse appliances. The first category includes row-based relational platforms while the products in the second are most often columnar data stores built entirely for managing and running analytics. Some examples of traditional DBMS include Oracle, SAP, and Microsoft SQL Server, while the most popular representative of the specialized DBMS is Teradata.
The third type of data warehouse solutions are the out-of-the-box warehouse appliances known for having combined software and hardware with a pre-installed DBMS. The idea behind these solutions is for the users to plug it, turn it on, and start working immediately.
The performance was one of the most important criteria when choosing the data warehousing companies and their products on our list. Regardless of the size of your company, we wanted to make sure that each software will be able to handle all types of queries. We also considered the scalability of the platform because we believe that this is crucial for all companies.
There are several important features that we believe all data warehouse solutions providers must offer. These are meant to make your everyday work life much easier and help you steer the growth of your company in the right direction.
The sole purpose of choosing software, regardless of its purpose, is to automate as many mundane tasks as possible. That’s the reason why we thought that automation is crucial for data warehouse products as well.
Some of the best features that all data warehouse companies on our list can offer are comprehensive analytics and a plethora of reporting tools. It’s even better if the software allows real-time analysis.
The best data warehouse solutions will offer as many integration capabilities as possible. One of the purposes of this software is to help you gain analytical insight through integration, and that’s the main reason why we choose the vendors that can offer both variety and diversity in this area.
Keeping all sensitive data safe should be the number one priority of every company, making software with strong security mechanisms absolutely essential. From keeping your data hidden from prying eyes to different ways of protecting it from loss or theft, security has to be on a high level. We guarantee that all data warehouse solutions providers on our list will be able to keep your data safe.
Having a reliable and helpful customer service can be the difference between success and failure of every tech company. Because we know how important this is, we chose only the data warehouse vendors that are known for having great customer support.
Reading reviews for every software is one of the ways to understand how the vendor handles both good and bad situations. No one is perfect, neither people nor companies, but by reading customer feedback, you will be able to get a better picture of what you can expect if you decide to buy that particular data warehouse software.
By reading hundreds of customer reviews from many different sources we chose only those vendors who we believed handled even the most delicate situations calmly and reasonably. This is how we knew that they can be reliable and professional.
Our goal wasn’t to find the cheapest nor the most expensive data warehouse solutions out there. On the contrary, we believed that it was more important to present you with the data warehouse products that offer value for money. That said, you have to understand that this type of software is very expensive and that’s why it usually targets enterprises. But don’t worry. On our list, you will be able to find choices for all business sizes — from emerging startups to well-established companies.
The fully-managed database known as Oracle Autonomous Data Warehouse is one of the best platforms for optimizing your data warehouse workloads. One of the best things about this software is that it’s completely automated and hosted on the cloud. Regardless of the industry you work in, it’s already compatible with your existing data warehouse, BI tools, and data integration.
Oracle ADW can offer a bundle of useful data warehouse software functionalities, but what it’s most known by is its autonomous features. ADW is a fully managed data warehouse cloud service. You don’t have to worry about database patching, storage, network configuration, upgrades, or anything else. It’s 100% self-driving. It also always runs the latest patches and all data is encrypted by using Transparent Data Encryption. Last but not least, ADW is also self-repairing, meaning it has automated protection from crashing.
Another great thing about this EDW software is its analytics and reporting tools which will give you comprehensive information about all your data. It also offers a built-in web-based notebook and Oracle ML that will help you create web reports fast.
Oracle ADW further provides fully elastic resources. You have the ability to specify the amount of computing and storage needed for your warehouse, raise or lower storage, or compute resources at any given time without the risk of downtime, and even turn off all compute resources when the ADW is not used.
The fees are contingent on your company’s needs. Contact the vendor for additional information.
SAP Business Warehouse is another great EDW software – a model-driven data warehousing software that allows you to “assimilate'' large amounts of data and use it to make the best decisions for your company. It is a powerful tool when it comes to creating and modifying data warehouses, as well as generating reports, performing data management tasks, and developing analytics applications.
SAP Business Warehouse is one of the best data warehouse software out there and for a good reason. You can enhance its performance by using in-memory data warehouse technologies. This can help you process more complicated scenarios with unpredictable query types, high data volumes, high query frequency, and demanding calculations.
The software itself enables integration, consolidation, transformation, cleanup, as well as storage of data. You also have the ability to extract data to analyze and interpret it. Some of the more popular data warehousing processes include data extraction, data modeling, further processing, and administrating the managing processes. All of this can be done via the Data Warehousing Workbench.
Another famous feature of SAP BW is its open data warehouse software architecture that lets you extract data from many different systems into the software and then process it for your reporting using various front-end tools.
The pricing of SAP Business Warehouse varies depending on your company’s needs. That said, there are several predefined options and a calculator available on the official website that can help you understand how their pricing works.
The starting price of this data warehouse software is $14,500 and includes 256 GB storage, compute for 8 vCPUs + 128 GB, and 4,300 (5.97/hour) capacity units. The second predefined configuration is priced at $58,000 and it includes 1TB storage, compute for 32 vCPUs + 512 GB, and 17,200 (23.89/hour) capacity units. The last predefined configuration costs $233,050 and it includes 4TB storage, compute for 128 vCPUs + 2GB, and 68,800 (95.56/hour) capacity units.
Custom configuration is also available. For more details contact the vendor directly.
We continue our data warehouse software comparison with Microsoft’s Azure Synapse Analytics. In short, it’s a limitless analytics service that combines both Big Data analytics and enterprise data warehousing. The cloud-based solution was designed for enterprises and its goal is to bring closer together data lakes and data warehouses.
Azure Synapse Analytics is one of the best data warehouse software solutions, whose providers pride themselves on unmatched security. Even though we firmly believe that there isn’t such a thing as an impenetrable software, Microsoft comes close with its most advanced security and privacy features. That’s why we view security as the most admirable feature of this software.
This data warehouse system is known for its powerful insights. Machine learning models enable you to gather comprehensive insights. The software also gives you the ability to optimize the performance of all queries with useful features such as workload management, limitless concurrency, and workload isolation.
Azure Synapse Analytics’ most useful data warehouse software functionalities include the ability to perform real-time analytics on streaming data directly in your data warehouse. You are also able to complete your end-to-end analytics solution with the help of Azure Machine Learning and Power BI. Last but not least, you can make sure that your data and processes are only visible to those with authorized access. This is the best way to hide your sensitive data from prying eyes.
As with all other EDW solutions, pricing for Azure Synapse Analytics can greatly vary depending on what you need, the subscription length, and where in the world your company is based. Generally, you should expect a price range between $385 and $111,741 per month.
The pricing options are pay-as-you-go, one year reserved, and three years reserved. If you can commit for three years, the price will be significantly lower compared to that of a monthly agreement. For more information contact the vendor directly.
Snowflake is among the top data warehouse software currently on the market. It exists only in the cloud, meaning there is no hardware, neither physical nor virtual, meaning, there is nothing for you to select, install, manage, or configure. The management, tuning, and maintenance are all handled by Snowflake so you won’t have to worry about anything but your daily work tasks.
Snowflake is one of the best data warehouse solutions currently available — it’s cloud-based and uses standard SQL query language. This means your employees won’t need additional training for setting up and running the software. Snowflake supports the best-known data formats including XML, Avro, ORC, JSON, and Parquet. You have the ability to store unstructured, semi-structured, and structured data in a single data warehouse.
The platform provides instant data warehouse scaling which lets it handle concurrency bottlenecks during busier periods. The scaling happens without the need to redistribute data, allowing users to continue working without any interruptions.
Snowflake’s data warehouse software tools further give you the ability to create virtual warehouses that can be used to run queries, load data, or do both tasks simultaneously. Every virtual warehouse can be scaled down or up, or paused.
The pricing options offer maximum flexibility. There are three types of services offered by Snowflake – virtual warehouses (compute), data storage, and cloud services and the price for each varies depending on their size and features.
The vendor has two types of purchasing plans that also affect the price of its data warehouse solutions — On-Demand and Pre-Purchased Capacity.
With the first, pay-as-you-go option, you will be billed at the end of the month based on what you used. There is, however, a minimum monthly fee of $25. Data storage is usually priced at around $40 per TB.
The second option lets you purchase a set amount or capacity of resources in advance. Most companies prefer this one since it offers a discount. You should contact the vendor for more details.
Are you looking for innovative data warehouse software vendors? Look no further — Panoply is the first Smart Cloud Data Warehouse in the world. The software is best known among business analysts, data engineers, data analysts, and data scientists, as it doesn’t require hiring IT and engineering help to maintain it.
Panoply offers popular data warehouse solutions that can be useful for businesses of all sizes — from startups to well-established enterprises. The software also does its own scaling so no matter how much data you collect, Panoply will automatically scale based on your needs.
Another great feature the software offers is storage optimization. The algorithm is made to minimize storage waste by deleting all outdated and repetitive data. There is also an option for automated backups to protect your sensitive data from loss or theft.
One of the main reasons why Panoply was one of the first choices when we ranked the best data warehouse software is the way the solution assembles data. It can collect data from different apps with the help of an ELT approach, by placing them into easily accessible tables. It can also transform all data into automatic tables, replicate databases, and extend the software with other sources from the ETL partners.
Panoply offers five plans with transparent and straightforward pricing. The Lite Plan is priced at $200 per month and includes unlimited connections to two data source types, unlimited users, unlimited queries, and 5 GB storage.
The Starter Plan is priced at $325 per month and includes unlimited connections to three data source types, unlimited users, unlimited queries, 10 GB storage, and email support.
The Pro Plan of this data warehouse software is priced at $665 per month and includes unlimited connections to five data source types, unlimited users, unlimited queries, 50GB storage, live chat support, and team permissions.
The Business Plan costs $995 per month and offers unlimited connection to 10 data source types, unlimited users, unlimited queries, 100 GB storage, dedicated data architect, less than an hour reply time, and SSL Tunneling.
The Enterprise Plan comes with custom-tailored pricing based on the needs of your company. It can offer any amount of data sources, unlimited users, unlimited queries, elastic storage, dedicated data architect, and advanced security.
What makes this platform stand out among other EDW solutions is its 10GB free per month. It’s also known for its speed and scale. Google BigQuery is recommended for large companies that use data warehousing because of its complex architecture. It’s also built for creating comprehensive analytics and it’s completely serverless.
What makes Google BigQuery stand out in our data warehouse solutions comparison is that it’s completely serverless. You also don’t have to worry about running out of resources. It’s also known for its quick analysis of enterprise-level data, giving you comprehensive information in almost an instant about everything that you want to know about.
Another great feature of Google BigQuery is the support of limitless data types. This means that you can use multiple data types as well as mixed fields and columns. The fact that the software is working on petabyte-scale makes things even better because you will never run into file size limitations.
One of the biggest reasons why we included this solution in our data warehouse software comparison is that it has automated backup ability. All automated backups come with a timestamp as well and can be easily restored at any given time. The process is very intuitive so you don’t need tutorials or training to understand what you need to do.
Google BigQuery uses standard SQL, making your migration fast and effortless regardless of the platform you are coming from.
One of the most complicated aspects of Google BigQuery is figuring out the pricing. What we do know is that it can significantly vary depending on the needs of your company as well as your location. There are also two pricing models for BigQuery’s data warehouse software tools: on-demand (you pay only for the queries you run) and flat-rate pricing (consistent monthly cost). Most companies choose the second option because it usually comes with a discount and more affordable rates.
To get a better picture of the cost, here are some of the operations available for Google BigQuery.
The first 10 GB is free every month. Afterward, you pay either $0.020 or $.010 per GB depending on your pricing model. This is the more affordable part of the software.
Depending on your pricing model, the monthly cost for queries will be either $10,000 or $8,000 per 500 slots.
Arm Treasure Data is one of those data warehouse software vendors that have a goal to inspire their customers with rich insights. Their software was designed to handle the most complex needs of large teams as well as giving them one unified platform from where they can harness and analyze the information they need to create a data-driven enterprise.
One of the features that make Arm Treasure Data one of the best data warehouse solutions is the 360° Customer View. This feature allows its users to collect data on their customer interactions from all touchpoints and later create a comprehensive overview of buyers. Users meanwhile can segment their audience and utilize machine learning for better segmentation.
Arm Treasure Data is also known for its real-time interaction. This gives you AI/ML insights from every buyer’s preference, behavior, and history. The software also allows you to engage with your customers to personalize their experience.
The pricing details are not publicly known. You should contact the vendor directly for information.
We continue our data warehouse solutions comparison with Sisense – an award-winning product that can change the fate of a company. Sisense won both Best Business Intelligence Award for 2019 and 2019 Supreme Software Award by FinanceOnline. It’s best known for unifying all data into visually appealing dashboards with the use of simple drag and drop functions.
One of the reasons why Sisense is among the top data warehouse software options out there is because its data warehouse technology allows it to effectively use CPU cache memory and processes to prepare data only when there is an active query. Because of this, the results can be ready in a blink of an eye. It’s also very robust, yet incredibly easy to use. It may have a learning curve for new users but once you get the hang of it, you will be able to easily navigate through the entire software.
Another popular feature of Sisense is its aesthetically pleasing design. The dashboards look good and are easy to understand. The platform further offers many unique data warehouse software solutions such as widgets, informative KPI and metrics views, and varied chart types that will make your work life a lot simpler than before.
It also analyzes data in real-time which can be a game-changer. By allowing the users to view the same information, the software manages to avoid even the smallest errors that might interfere with the insights while interpreting big data. It also reduces the risk of altering data by offering web-based dashboard software that enables collaboration.
Sisense’s pricing is quote-based and flexible to accommodate businesses of all sizes. Contact the vendor for more specific information.
The data warehouse software team behind WhereScape RED is best known for its work in automating streamline workflows, eliminating hand-coding, and shortening the time to develop, deploy and operate data infrastructure. In short, with this software, you will simplify, standardize, and speed up development.
The best-known feature of WhereScape RED is its automation. This is one of the main reasons why we instantly knew that this vendor belonged in our list of top data warehouse software. The solution automates both development and operations workflows. It also shortens the time for development by using drag-and-drop to instantly generate all needed codes.
Another great feature of WhereScape RED is the automatic creating and updating of all documentation. It also allows you to get full data source lineage such as track back, track forward, as well as impact analysis so you can always stay updated about the data infrastructure.
WhereScape RED is also known for its data warehouse software architecture. The solution is designed in a way that eliminates up to 95% of the hand-coding that’s usually needed in data infrastructure development. Regardless of the codes you need, WhereScape RED will automatically generate them while at the same time use automation to eliminate code inconsistency.
WhereScape RED’s pricing will vary depending on the needs of your company. For details please contact the vendor directly.
If you are a part of the healthcare, communication, media, retail, technology, financial services, and manufacturing industries we are sure that you already have heard at least something about Teradata Vantage. It’s one of the most popular cloud data warehouse solutions in these industries that also offers plans for businesses of all sizes.
Teradata Vantage became part of our data warehouse solutions comparison with its many handy tools, including the ability to provide a bundle of descriptive, predictive, and prescriptive analytics that can help your company in more than one way. It also comes with autonomous decision making and machine learning functions that will adapt specifically to your data.
Teradata Vantage further allows integration with many popular third-party analytic languages and tools, helping users analyze data without needing to learn new data warehousing tools or languages. The software also allows embedding analytic engines close to the data, so users don’t need to move any data and can run analytics against larger data sets.
Lastly, the feature that makes Teradata Vantage stand out as one of the top data warehouse software options is the way it transforms how businesses work. Whether it’s on-premise, in the cloud, or somewhere in between, the platform will allow you to analyze all kinds of data at any given time, deploy anywhere, and deliver the analytics your company needs the most.
There are four available tiers, starting with the Developer Plan that is free and was designed for non-production workloads in the development, discovery, and data labs industries. It’s one of the best data warehouse software for free and comes with a node limit of two and a system concurrency limit of two as well. The support is only forum-based and the users are responsible for their AWS resource usage charges.
The Base Plan is priced at $8.448/hour and comes with a system concurrency limit of 15. The plan also includes embedded analytic functions such as 4D analytics (time series, geospatial, temporal), nPath, sessionization, attribution, and scoring. It also comes with Teradata Premier Cloud Support.
The Advanced Plan of this data warehouse software is priced at $14.592 per hour and includes the popular Teradata Integrated Workload Management (TIWM). It also comes with integration for SQL, Python, R as well as for Amazon S3 and Hadoop. Teradata Premier Cloud Support is available at this tier as well.
The Enterprise Plan costs $18.687 per hour and it is best known for offering TASM, or Teradata Active System Management. With this plan, you can operationalize insights and enable diagnostic, predictive, descriptive, and prescription analytics. Teradata Premier Cloud Support is also available.
We managed to make a comprehensive list with the best software currently available but our mission doesn’t end there. We also want to help you decide which one will be the top choice for you. Follow our four-step guide and you will have your decision in no time.
This is the easiest step of them all. Make sure to exclude all data warehouse software providers that don’t align with the size of your business. While this might be complicated if you’re running a small outfit, we’ve made sure to include vendors that offer flexible prices to cater to smaller businesses.
This is probably the most crucial step. Think about the needs of your company and decide whether you will benefit more from a cloud-based solution or on-premise option. The cloud alternative means peace of mind when it comes to maintenance, disaster plans, and user support.
The on-premise data warehouse software option meanwhile gives you more control over your data since everything will be stored locally and you will be in charge of security.
If you have reached this point, chances are that you already have a shortlist and are very close to a decision. Properly defined budget can help you further narrow down your choices.
When defining your budget, make sure to take into account whether you want to pay annually or monthly and focus solely on the plans with the top data warehouse tools that you can use at the moment. The data warehouse software that falls within your budget range is the one you should go with.