Databricks surpasses its competitors by offering seamless data integration, advanced analytics, and collaborative capabilities through a unified platform that accelerates data processing, enhances machine learning workflows, and delivers robust real-time insights for businesses.
Teradata excels in large-scale data analytics, supporting complex queries and high concurrency. Users appreciate its robust scalability and integration capabilities. However, it can be resource-intensive and requires experienced staff for optimal operation. Improvements could enhance performance efficiency and ease of use for analysts.
Teradata is not cheap, but you get what you pay for.
The initial cost may seem high, but the TCO is low.
Teradata is not cheap, but you get what you pay for.
The initial cost may seem high, but the TCO is low.
Azure Machine Learning is a cloud predictive analytics service that makes it possible to quickly create and deploy predictive models as analytics solutions.
From a developer's perspective, I find the price of this solution high.
The licensing cost is very cheap. It's less than $50 a month.
From a developer's perspective, I find the price of this solution high.
The licensing cost is very cheap. It's less than $50 a month.
Amazon SageMaker is a fully-managed platform that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. Amazon SageMaker removes all the barriers that typically slow down developers who want to use machine learning.
The pricing is complicated as it is based on what kind of machines you are using, the type of storage, and the kind of computation.
The support costs are 10% of the Amazon fees and it comes by default.
The pricing is complicated as it is based on what kind of machines you are using, the type of storage, and the kind of computation.
The support costs are 10% of the Amazon fees and it comes by default.
Alteryx can be used to speed up or automate your business processes and enables geospatial and predictive solutions. Its platform helps organizations answer business questions quickly and efficiently, and can be used as a major building block in a digital transformation or automation initiative. With Alteryx, you can build processes in a more efficient, repeatable, and less error-prone way. Unlike other tools, Alteryx is easy to use without an IT background. The platform is very robust and can be used in virtually any industry or functional area.
A designer and scheduler for $13K/year in total is pretty much earning you the money back in time and in other resources.
The seat is too expensive.
A designer and scheduler for $13K/year in total is pretty much earning you the money back in time and in other resources.
The seat is too expensive.
Dataiku Data Science Studio is a multifaceted platform praised for its ability to tackle complex data tasks across various industries. It serves several core functions: advanced analytics for creating predictive models, data preparation involving cleansing and integration, and machine learning project support from design to deployment. Users also utilize Dataiku for data visualization and reporting, enhancing decision-making and insight sharing.
Key features include an intuitive visual interface that simplifies data pipeline construction without extensive coding, and compatibility with multiple data science languages like Python, R, and SQL, promoting teamwork. The platform's robust automation and scalability support large datasets and complex algorithms, benefiting organizations by enhancing efficiency, teamwork, and productivity, while also helping achieve business goals and cost savings.
Pricing is pretty steep. Dataiku is also not that cheap.
Pricing is pretty steep. Dataiku is also not that cheap.
Azure Stream Analytics is a robust real-time analytics service that has been designed for critical business workloads. Users are able to build an end-to-end serverless streaming pipeline in minutes. Utilizing SQL, users are able to go from zero to production with a few clicks, all easily extensible with unique code and automatic machine learning abilities for the most advanced scenarios.
The cost of this solution is less than competitors such as Amazon or Google Cloud.
We pay approximately $500,000 a year. It's approximately $10,000 a year per license.
The cost of this solution is less than competitors such as Amazon or Google Cloud.
We pay approximately $500,000 a year. It's approximately $10,000 a year per license.
Vertica is a deploy-anywhere SQL database created for elasticity, speed, and advanced analytics. Vertica enables today’s busy teams to modernize their data warehouses, democratize data and analytics to enable increased access, and deploy analytics in a hybrid cloud environment. Additionally, Vertica merges how companies power their analytics by providing a scalable, open, and elastic database with numerous intuitive features.
Work with a vendor, if possible, and take advantage of more aggressive discounts at mid-fiscal year (April) and fiscal year-end (October).
Read the fine print carefully.
Work with a vendor, if possible, and take advantage of more aggressive discounts at mid-fiscal year (April) and fiscal year-end (October).
Read the fine print carefully.
Dremio is a data analytics platform that simplifies querying across multiple data sources without needing data replication. It integrates with existing data lakes, supports SQL, and offers features like optimized data reflections and robust security measures. With a flexible pricing model and strong support, Dremio is ideal for enhancing data analysis efficiency across various industries.
Right now the cluster costs approximately $200,000 per month and is based on the volume of data we have.
Dremio is less costly competitively to Snowflake or any other tool.
Right now the cluster costs approximately $200,000 per month and is based on the volume of data we have.
Dremio is less costly competitively to Snowflake or any other tool.
Oracle Autonomous Data Warehouse is the world’s first and only autonomous database optimized for analytic workloads, including data marts, data warehouses, data lakes, and data lakehouses. With Autonomous Data Warehouse, data scientists, business analysts, and nonexperts can rapidly, easily, and cost-effectively discover business insights using data of any size and type. Built for the cloud and optimized using Oracle Exadata, Autonomous Data Warehouse benefits from faster performance and, according to an IDC report (PDF), lowers operational costs by an average of 63%.
The cost is perfect with Oracle Universal credit.
ROI is high.
The cost is perfect with Oracle Universal credit.
ROI is high.
AWS Lake Formation is a service that makes it easy to set up a secure data lake in days. A data lake is a centralized, curated, and secured repository that stores all your data, both in its original form and prepared for analysis.
AWS Lake Formation is a bit expensive.
AWS Lake Formation is a bit expensive.
Informatica Intelligent Streaming allows organizations to prepare and process streams of data and uncover insights while acting in time to suit business needs. It can scale out horizontally and vertically to handle petabytes of data while honoring business service level agreements (SLAs). Intelligent Streaming provides pre-built high-performance connectors such as Kafka, HDFS, NoSQL databases, and enterprise messaging systems and data transformations to enable a code-free method of defining your data integration logic.
Reporting, analysis and interpretation of business data are crucial to preserve and enhance the competitive edge of companies by optimizing processes and enabling them to react quickly and in line with market needs. SAP Business Warehouse (SAP BW) provides tools and functions that enable companies to attain these goals. In SAP BW, you can integrate, transform, and consolidate relevant business information from productive SAP applications and external data sources. SAP BW provides you with a high-performance infrastructure that helps you evaluate and interpret data. Decision makers can make well-founded decisions and identify target-orientated activities on the basis of the analyzed data.
It's moderately expensive, but definitely has its branding and price value for it.
The license for SAP Business Warehouse is paid yearly, and there's no extra cost in addition to the standard licensing fees.
It's moderately expensive, but definitely has its branding and price value for it.
The license for SAP Business Warehouse is paid yearly, and there's no extra cost in addition to the standard licensing fees.
The DataScience.com Platform makes it easy and intuitive for data science teams to work collaboratively on the data-driven projects that transform how companies do business. Explore and visualize data, share analyses, deploy models into production, and track performance - all from one place.
WPS is used in production on a huge range of systems at sites around the world. Thousands of analysts are using WPS in their daily data processing and analysis tasks, and thousands more rely on the heavy-lifting ability of WPS overnight and scheduled processing to deliver the information they require. Customers are able to choose to run WPS software on IBM z/OS Mainframes, servers and workstations running UNIX, Linux, Solaris, AIX, macOS and the full range of Microsoft Windows operating systems to fit in with existing or planned infrastructure.
SAS Visual Data Mining and Machine Learning combines data wrangling, data exploration, visualization, feature engineering, and modern statistical, data mining and machine learning techniques all in a single, scalable in-memory processing environment. This provides faster, more accurate answers to complex business problems, increased deployment flexibility and one easy-to-administer and fluid IT environment.
Business intelligence and predictive analytics software suite from Angoss Software Corporation. KnowledgeSTUDIO is a market-leading business intelligence software product with data mining and predictive analytics capabilities including data profiling, advanced data visualization, advanced modeling, unsupervised learning, decision tree and strategy design functionality.
Upsolver's mission is to turn engineering-intensive data lakes into easy-to-use repositories that serve 50X more data professionals compared to the status-quo today. Upsolver cuts 95% from the tedious process of preparing event data for analytics and machine learning, using a visual SQL-based interface, a cloud-native data platform and deep technology for stream-processing, indexing and eventually-consistent file systems.
Upsolver is affordable at approximately $225 per terabyte per year.
Upsolver is affordable at approximately $225 per terabyte per year.
OpenText Magellan is a flexible artificial intelligence (AI) and analytics platform that combines machine learning, advanced analytics, and enterprise-grade business intelligence (BI) with the ability to acquire, merge, manage, and analyze structured and unstructured big data.
Data science is too important to today’s businesses to be held back by delays and inefficiencies. Iguazio was created to remove the obstacles preventing data science from seeing the light of day, helping teams seamlessly implement their creations into business applications and make game-changing impact on their industry.
dotData provides an entirely new way to accelerate and automate your AI and ML projects. Powered by cutting-edge machine learning and AI algorithms, dotData provides the world's only full-cycle Data Science Platform that can automate 100% of your data science life-cycle.
