Databricks is an industry-leading data analytics platform which is a one-stop product for all data requirements. Databricks is made by the creators of Apache Spark, Delta Lake, ML Flow, and Koalas. It builds on these technologies to deliver a true lakehouse data architecture, making it a robust platform that is reliable, scalable, and fast. Databricks speeds up innovations by synthesizing storage, engineering, business operations, security, and data science.
Licensing on site I would counsel against, as on-site hardware issues tend to really delay and slow down delivery.
I do not exactly know the costs, but one of our clients pays between $100 USD and $200 USD monthly.
Licensing on site I would counsel against, as on-site hardware issues tend to really delay and slow down delivery.
I do not exactly know the costs, but one of our clients pays between $100 USD and $200 USD monthly.
Informatica PowerCenter is a data integration and data visualization tool. The solution works as an enterprise data integration platform that helps organizations access, transform, and integrate data from various systems. The product is designed to support companies in the full cycle of a project, from its initial rollout to critical deployments. Informatica PowerCenter allows developers and analysts to collaborate while accelerating the work process to deploy projects within days instead of months.
We have found the pricing very cost-effective. The licensing is CPU and data source-based.
Cost could be improved.
We have found the pricing very cost-effective. The licensing is CPU and data source-based.
Cost could be improved.
SSIS (SQL Server Integration Services) is a powerful tool used for data integration tasks like extracting, transforming, and loading data from multiple sources. It is highly versatile, making it suitable for data migration, ETL processes for data warehouses, real-time data processing, and automating data workflows.
Users appreciate SSIS for its ease of use and flexibility, allowing them to design and execute ETL processes through its intuitive interface. The robust data transformation tools enable complex data manipulation, while the scheduling capabilities automate tasks and streamline workflows.
With extensive connectivity options to various data sources and destinations, SSIS is praised for improving data quality and consistency. For organizations, SSIS greatly enhances efficiency and productivity, providing easy access to important data and simplifying complex processes.
This solution has provided an inexpensive tool, and it is easy to find experienced developers.
My advice is to look at what your configuration will be because most companies have their own deals with Microsoft.
This solution has provided an inexpensive tool, and it is easy to find experienced developers.
My advice is to look at what your configuration will be because most companies have their own deals with Microsoft.
AWS Glue is a serverless cloud data integration tool that facilitates the discovery, preparation, movement, and integration of data from multiple sources for machine learning (ML), analytics, and application development. The solution includes additional productivity and data ops tooling for running jobs, implementing business workflows, and authoring.
This solution is affordable and there is an option to pay for the solution based on your usage.
AWS Glue is quite costly, especially for small organizations.
This solution is affordable and there is an option to pay for the solution based on your usage.
AWS Glue is quite costly, especially for small organizations.
Informatica Cloud Data Integration is a cloud-native cloud data integration solution that enables users to connect a large number of applications and data sources across on-premises and integrate the data sources at scale on the cloud. The product is built on microservices-driven management and integration platform as a service (iPaaS) and assists organizations to govern costs, increase productivity and collaboration, and simplify their experience. Informatica Cloud Data Integration allows companies to deliver data and analytics to lines of business in a timely manner, build data warehouses on Amazon Redshift, Google Cloud BigQuery, Snowflake, and Microsoft Azure Synapse Analytics, and utilize the required data integration patterns, including elastic processing, extract, load, and transform (ELT), and extract, transform, and load (ETL).
It is cost effective and an easily accessible tool.
Licensing is difficult to understand, but the team is always available to explain anything. They are very helpful.
It is cost effective and an easily accessible tool.
Licensing is difficult to understand, but the team is always available to explain anything. They are very helpful.
StreamSets is a data integration platform that enables organizations to efficiently move and process data across various systems. It offers a user-friendly interface for designing, deploying, and managing data pipelines, allowing users to easily connect to various data sources and destinations. StreamSets also provides real-time monitoring and alerting capabilities, ensuring that data is flowing smoothly and any issues are quickly addressed.
We are running the community version right now, which can be used free of charge.
It has a CPU core-based licensing, which works for us and is quite good.
We are running the community version right now, which can be used free of charge.
It has a CPU core-based licensing, which works for us and is quite good.
Oracle Data Integrator (ODI) is a data integration software solution that provides a unified infrastructure to streamline data and application integration projects. It uses a powerful design approach to data integration, which separates the declarative rules from the implementation details. The solution is based on a unique ELT (Extract Load Transform) architecture, eliminating the need for a standalone ETL server and proprietary engine.
Being an ODI developer, I never had to pay for this product. I know that the pricing/licensing is not really low, but the product is really good.
We found that the cost compared to other integration tools is a little high, but the solution works great.
Being an ODI developer, I never had to pay for this product. I know that the pricing/licensing is not really low, but the product is really good.
We found that the cost compared to other integration tools is a little high, but the solution works great.
Talend Open Studio is a free, open source ETL tool for data integration and Big Data. The solution enables you to extract diverse datasets and normalize and transform them into a consistent format which can be loaded into a number of third-party databases and applications.
Pricing and licensing are fairly straightforward. It is reasonably priced and managed.
Talend is free and you can download it.
Pricing and licensing are fairly straightforward. It is reasonably priced and managed.
Talend is free and you can download it.
Oracle GoldenGate is a real-time data integration and database replication solution. It can detect data events and route them across networks at very low latencies and integrates well with 100s of combinations of non-Oracle databases, data stores, and clouds.
The licensing model should be improved to be more cost-effective for the end users.
We do like the price of this solution.
The licensing model should be improved to be more cost-effective for the end users.
We do like the price of this solution.
Mule Anypoint Platform is a high-ranking solution that creates a communication layer between disparate systems to eliminate integration problems. The product retrieves and stores data streams from any source type, device, or application, both in the cloud and locally. Mule Anypoint Platform solves the most challenging connectivity problems across Software as a Service (SaaS), service-oriented architecture (SOA), and application programming interfaces (APIs) through connectivity, control, and composability. The unified hybrid integration platform achieves this by creating an application network of data, apps, and devices with API-led connectivity.
Licensing can be complex as is the case with most iPaaS/cloud offerings.
The product comes complete at one set price including support.
Licensing can be complex as is the case with most iPaaS/cloud offerings.
The product comes complete at one set price including support.
IBM InfoSphere DataStage is a high-quality data integration tool that aims to design, develop, and run jobs that move and transform data for organizations of different sizes. The product works by integrating data across multiple systems through a high-performance parallel framework. It supports extended metadata management, enterprise connectivity, and integration of all types of data.
High-cost of ownership: They could take a page from open source software.
Pricing varies based on use, and it is not as costly as some competing enterprise solutions.
High-cost of ownership: They could take a page from open source software.
Pricing varies based on use, and it is not as costly as some competing enterprise solutions.
AWS Database Migration Service, also known as AWS DMS, is a cloud service that facilitates the migration of relational databases, NoSQL databases, data warehouses, and other types of data stores. The product can be used to migrate users' data into the AWS Cloud or between combinations of on-premises and cloud setups. The solution allows migration between a wide variety of sources and target endpoints; the only requirement is that one of the endpoints has to be an AWS service. AWS DMS cannot be used to migrate from an on-premises database to another on-premises database.
The pricing can be better and it should be more competitive.
Pricing can be improved.
The pricing can be better and it should be more competitive.
Pricing can be improved.
Palantir Foundry is an enterprise data management platform offering comprehensive tooling for working with big data. Because it is an operating system made for modern enterprises, it is highly available and a continuously updated platform.
Palantir Foundry is a fully managed SaaS platform that spans from cloud hosting and data integration to flexible analytics, visualization, model-building, operational decision-making, and decision capture. It equips technical and non-technical users to make data-driven operational decisions.
Palantir Foundry has different pricing models that can be negotiated.
It's expensive.
Palantir Foundry has different pricing models that can be negotiated.
It's expensive.
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.
Amazon Kinesis makes it easy to collect, process, and analyze real-time, streaming data so you can get timely insights and react quickly to new information. Amazon Kinesis offers key capabilities to cost-effectively process streaming data at any scale, along with the flexibility to choose the tools that best suit the requirements of your application. With Amazon Kinesis, you can ingest real-time data such as video, audio, application logs, website clickstreams, and IoT telemetry data for machine learning, analytics, and other applications. Amazon Kinesis enables you to process and analyze data as it arrives and respond instantly instead of having to wait until all your data is collected before the processing can begin.
Under $1,000 per month.
The solution's pricing is fair.
Under $1,000 per month.
The solution's pricing is fair.
webMethods Integration Server is widely considered to be the best integration server available in the marketplace today. The solution can help users integrate everything and anything.
Initialy good pricing and good, if it comes to Enterprise license agreements.
It is worth the cost.
Initialy good pricing and good, if it comes to Enterprise license agreements.
It is worth the cost.
Apache Flink is an open-source batch and stream data processing engine. It can be used for batch, micro-batch, and real-time processing. Flink is a programming model that combines the benefits of batch processing and streaming analytics by providing a unified programming interface for both data sources, allowing users to write programs that seamlessly switch between the two modes. It can also be used for interactive queries.
This is an open-source platform that can be used free of charge.
The solution is open-source, which is free.
This is an open-source platform that can be used free of charge.
The solution is open-source, which is free.
Qlik Replicate is a data replication solution for replicating data from one source database to another for business intelligence software. It offers data manipulation and transformations, replication without impacting source databases, and ease of use without needing ETL. The solution is stable and user-friendly, with detailed logging and support.
Qlik Replicate is not expensive, compared to GoldenGate.
Pricing for this solution is very reasonable.
Qlik Replicate is not expensive, compared to GoldenGate.
Pricing for this solution is very reasonable.
Matillion ETL is a powerful tool for extracting, transforming, and loading large amounts of data from various sources into cloud data warehouses like Snowflake. Its ability to load data dynamically and efficiently using metadata is a standout feature, as is its open-source ETL with good performance and high efficiency.
The prices needs to be lower.
It was very easy to purchase through the AWS Marketplace, but it was also expensive.
The prices needs to be lower.
It was very easy to purchase through the AWS Marketplace, but it was also expensive.
Denodo is a leading data integration, management, and delivery platform that uses a logical approach to enable data science, hybrid and multi-cloud data integration, self-service BI, and enterprise data services. Organizations of different sizes across various industries utilize the product to get above the data silos. The solution offers organizations the freedom to migrate data to the cloud, or logically unify data warehouses and data lakes, without affecting business. This can ultimately result in the evolution of data strategies.
I don't know the actual cost, but it's tens of thousands of dollars per month.
The licensing should be improved, as the cost per connector is quite expensive.
I don't know the actual cost, but it's tens of thousands of dollars per month.
The licensing should be improved, as the cost per connector is quite expensive.
Amazon Managed Streaming for Apache Kafka (Amazon MSK) is a fully managed service that enables you to build and run applications that use Apache Kafka to process streaming data. Amazon MSK provides the control-plane operations, such as those for creating, updating, and deleting clusters.
The price of Amazon MSK is less than some competitor solutions, such as Confluence.
The platform has better pricing than one of its competitors.
The price of Amazon MSK is less than some competitor solutions, such as Confluence.
The platform has better pricing than one of its competitors.
Spring Cloud Data Flow is a toolkit for building data integration and real-time data processing pipelines.
Pipelines consist of Spring Boot apps, built using the Spring Cloud Stream or Spring Cloud Task microservice frameworks. This makes Spring Cloud Data Flow suitable for a range of data processing use cases, from import/export to event streaming and predictive analytics. Use Spring Cloud Data Flow to connect your Enterprise to the Internet of Anything—mobile devices, sensors, wearables, automobiles, and more.
This is an open-source product that can be used free of charge.
If you want support from Spring Cloud Data Flow there is a fee. The Spring Framework is open-source and this is a free solution.
This is an open-source product that can be used free of charge.
If you want support from Spring Cloud Data Flow there is a fee. The Spring Framework is open-source and this is a free solution.
The price of the solution depends on many factors, such as how they pay for tools in the company and its size.
Google Cloud is slightly cheaper than AWS.
The price of the solution depends on many factors, such as how they pay for tools in the company and its size.
Google Cloud is slightly cheaper than AWS.
Fivetran is a data integration and migration solution that centralizes data from various sources into a data warehouse (such as Snowflake or BigQuery) for analytics. Its most valuable features include replication and managed pipelines, integration with DBT for data transformation, and many source connections.
Fivetran is very expensive, and its database-driven pricing model is outdated.
I can't give exact amounts because that's based on usage, but it's more expensive than some of its competitors.
Fivetran is very expensive, and its database-driven pricing model is outdated.
I can't give exact amounts because that's based on usage, but it's more expensive than some of its competitors.
The SnapLogic Intelligent Integration Platform uses AI-powered workflows to automate all stages of IT integration projects – design, development, deployment, and maintenance – whether on-premises, in the cloud, or in hybrid environments. The platform’s easy-to-use, self-service interface enables both expert and citizen integrators to manage all application integration, data integration, API management, B2B integration, and data engineering projects on a single, scalable platform. With SnapLogic, organizations can connect all of their enterprise systems quickly and easily to automate business processes, accelerate analytics, and drive transformation.
It is a higher initial cost than other easy-to-use integration apps.
They have pricing/usage tiers that are easy to move up or down.
It is a higher initial cost than other easy-to-use integration apps.
They have pricing/usage tiers that are easy to move up or down.
The cost of SAP products is quite high but the quality is really good.
The pricing for this solution is fine.
The cost of SAP products is quite high but the quality is really good.
The pricing for this solution is fine.
The Boomi AtomSphere integration platform as a service (iPaaS) supports all your application integration processes – between cloud platforms, software-as-a-service applications, and on-premises systems. Your entire team has online access to a powerful range of integration and data management capabilities, that can be realized in a fraction of the time of legacy middleware technologies.
The licensing model of Dell Boomi is based on a ‘pay-per-use’ model.
The Platinum package is good for licensing, but I’m not sure about the cost and improvements.
The licensing model of Dell Boomi is based on a ‘pay-per-use’ model.
The Platinum package is good for licensing, but I’m not sure about the cost and improvements.
Solace PubSub+ Event Broker is a serverless, scalable technology that efficiently streams events throughout all sorts of environments: within the cloud, on-premises, and IoT. The technology is based on the publish/subscribe model of communication. The “+” in the solution’s name alludes to its support of a wide spectrum of message exchange patterns beyond the publish/subscribe model; it supports queueing, streaming, and request/reply. The “+” also alludes to the fact that the solution supports a range of different qualities of service. PubSub+ Event Broker can be managed and monitored with a single administration interface.
The pricing and licensing were very transparent and well-communicated by our account manager.
It could be cheaper. Its licensing is on a yearly basis.
The pricing and licensing were very transparent and well-communicated by our account manager.
It could be cheaper. Its licensing is on a yearly basis.
Price is not a problem, because they are a competitor and we have a special rate.
Kofax's prices are pretty reasonable.
Price is not a problem, because they are a competitor and we have a special rate.
Kofax's prices are pretty reasonable.
Informatica Enterprise Information Catalog provides a machine-learning-based discovery engine to collect data assets across the enterprise while increasing the understanding of those data assets through a graph-based enterprise information catalog. Powered by Informatica’s unique metadata services engine, Enterprise Information Catalog enables business analysts and data stewards to find all types of data across the enterprise; discover relationships among them; enrich data with business glossary terms and crowdsourced annotations; and understand the provenance, quality, and usage of their data.
I rate the product's pricing a five on a scale of one to ten, where one is cheap and ten is expensive.
I rate the product's pricing a five on a scale of one to ten, where one is cheap and ten is expensive.
My understanding is that the licensing is very costly.
Licensing scheme is too rigid
My understanding is that the licensing is very costly.
Licensing scheme is too rigid
TIBCO Spotfire is a versatile data analytics platform that can handle large datasets and be deployed on-premise or in the cloud. Its dynamic reporting, easy creation of dynamic dashboards, and highly customizable tool make it a valuable asset for process data analysis, industrial performance dashboards, problem root cause analysis, business intelligence, and real-time analytics for IoT devices in the energy sector.
The ROI is nearly impossible to calculate.
The pricing seems competitive and reasonable. The value delivered by the product far exceeds the cost.
The ROI is nearly impossible to calculate.
The pricing seems competitive and reasonable. The value delivered by the product far exceeds the cost.
Delphix is a software company that specializes in data virtualization and data management solutions. The company's primary product is the Delphix Dynamic Data Platform, which enables organizations to streamline data operations and accelerate application development.
The cost is $370K annually for the Delphix Masking Engine and Delphix Virtualization Engine.
To the best of my knowledge, Delphix's licensing is driven by the amount of data that you're processing or expect to use it for.
The cost is $370K annually for the Delphix Masking Engine and Delphix Virtualization Engine.
To the best of my knowledge, Delphix's licensing is driven by the amount of data that you're processing or expect to use it for.
Spark Streaming makes it easy to build scalable fault-tolerant streaming applications.
People pay for Apache Spark Streaming as a service.
I was using the open-source community version, which was self-hosted.
People pay for Apache Spark Streaming as a service.
I was using the open-source community version, which was self-hosted.
The product has received a positive reception from users. They have expressed satisfaction with various aspects, highlighting its quality, functionality, and value for money. They appreciate its user-friendly interface and the convenience it offers.
Additionally, the prompt and helpful customer support has garnered praise. Some users have also mentioned the product's durability and reliability. Overall, the user reviews indicate a positive experience with the product or service.
The pricing and license model are clear: node-based model.
ELK has been considered as an alternative to Splunk to reduce licensing costs.
The pricing and license model are clear: node-based model.
ELK has been considered as an alternative to Splunk to reduce licensing costs.
FME is the data integration platform with the best support for spatial data. Run workflows on the desktop or deploy them in a server or cloud environment.
The product's price is reasonable.
FME Server used to cost £10,000; now it can cost over £100,000.
The product's price is reasonable.
FME Server used to cost £10,000; now it can cost over £100,000.
License renewal is on a yearly basis.
The pricing is a little higher than what I had expected, but it's comparable with I-PASS competitors.
License renewal is on a yearly basis.
The pricing is a little higher than what I had expected, but it's comparable with I-PASS competitors.
WhereScape is data warehouse software that automates the Data Warehouse lifecycle. From implementation to maintenance, WhereScape will ensure your data warehouse projects are completed up to 5x faster than manual coding.
Factor in the price of specialized consulting who know this product. They're hard to find and expensive.
ROI is at least 10 times.
Factor in the price of specialized consulting who know this product. They're hard to find and expensive.
ROI is at least 10 times.
SharePlex database replication empowers your organization to achieve its database goals now and into the future. Make use of built-in monitoring, conflict resolution, data comparison and synchronization capabilities backed by award-winning support.
It is not as expensive as Oracle GoldenGate and has worked really well within our budgets.
It is not as expensive as Oracle GoldenGate and has worked really well within our budgets.
The SAP® Data Hub solution enables sophisticated data operations management. It gives you the capability and flexibility to connect enterprise data and Big Data and gain a deep understanding of data and information processes across sources and systems throughout the distributed landscape. The unified solution provides visibility and control into data opportunities, integrating cloud and on-premise information and driving data agility and business value. Distributed processing power enables greater speed and efficiency.
The Cloud is very expensive, but SAP HANA previous service is okay.
The Cloud is very expensive, but SAP HANA previous service is okay.
Connect apps and data to Salesforce quickly and easily with clicks, not code — all inside of the Salesforce UI.
Salesforce is licensed by user and by products and so pricing depending on what your requirements are.
MuleSoft Composer is affordable, and I rate its pricing a five to six out of ten.
Salesforce is licensed by user and by products and so pricing depending on what your requirements are.
MuleSoft Composer is affordable, and I rate its pricing a five to six out of ten.
Co>Operating System's pricing is on the expensive end since it tends to be used by big enterprises.
Co>Operating System's pricing is on the expensive end since it tends to be used by big enterprises.
Pentaho Data Integration stands as a versatile platform designed to cater to the data integration and analytics needs of organizations, regardless of their size. This powerful solution is the go-to choice for businesses seeking to seamlessly integrate data from diverse sources, including databases, files, and applications. Pentaho Data Integration facilitates the essential tasks of cleaning and transforming data, ensuring it's primed for meaningful analysis. With a wide array of tools for data mining, machine learning, and statistical analysis, Pentaho Data Integration empowers organizations to glean valuable insights from their data. What sets Pentaho Data Integration apart is its maturity and a vibrant community of users and developers, making it a reliable and cost-effective option. Pentaho Data Integration offers a range of features, including a comprehensive ETL toolkit, data cleaning and transformation capabilities, robust data analysis tools, and seamless deployment options for data integration and analytics solutions, making it a go-to solution for organizations seeking to harness the power of their data.
There is a good open source option (Community Edition).
The price of the regular version is not reasonable and it should be lower.
There is a good open source option (Community Edition).
The price of the regular version is not reasonable and it should be lower.
Starburst Enterprise is a data analytics platform that enables organizations to access and analyze data from multiple sources, including cloud-based and on-premises data warehouses. It provides a single access point to all data sources, allowing users to query and analyze data without moving it between systems.
IBM Cloud Pak for Integration gives you complete, flexible integration using capabilities you need to move at today's speed of business, including the tools to help you achieve your application modernization goals as part of your journey to the cloud.
The solution's pricing model is very flexible.
It is an expensive solution.
The solution's pricing model is very flexible.
It is an expensive solution.
Informatica Data Integration Hub empowers large organizations to embrace change and the opportunities of new applications and analytics systems, while managing storage in Hadoop as well as relational database and file store options. The centralized modern hubbased architecture is the foundation for agile and managed enterprise data integration. As the first to apply a publish/subscribe model to data integration linking big data, cloud, and traditional systems, Informatica delivers productivity and intelligent automation without compromising control.
Comparatively, their prices are a little bit too high.
Comparatively, their prices are a little bit too high.
Cloudera DataFlow (CDF) is a comprehensive edge-to-cloud real-time streaming data platform that gathers, curates, and analyzes data to provide customers with useful insight for immediately actionable intelligence. It resolves issues with real-time stream processing, streaming analytics, data provenance, and data ingestion from IoT devices and other sources that are associated with data in motion. Cloudera DataFlow enables secure and controlled data intake, data transformation, and content routing because it is built entirely on open-source technologies. With regard to all of your strategic digital projects, Cloudera DataFlow enables you to provide a superior customer experience, increase operational effectiveness, and maintain a competitive edge.
DataFlow isn't expensive, but its value for money isn't great.
DataFlow isn't expensive, but its value for money isn't great.
JumpMind SymmetricDS is a powerful data replication software that provides synchronization software solutions for both databases and filesystems. This software is platform-independent and web-enabled as well as database agnostic. JumpMind SymmetricDS creates prompt bi-directional data replication while scaling to a large amount of nodes and working in close to real time across both WAN and LAN networks. This allows companies to integrate data using the feature for continuous change data capture.
Aiven provides managed open source data technologies on all major clouds.
Apache Pulsar is a cloud-native, distributed messaging and streaming platform originally created at Yahoo! and now a top-level Apache Software Foundation project
