Best ETL Tools

IFTTT (If This, Then That) is a service that lets users connect apps, online services and home automation devices with third-party integrations to perform routine tasks. Working with digital voice assistants such as Alexa, Siri, Cortana and Google Assistant, it enhances productivity by connecting apps and systems otherwise not interconnected. Users can select trigger channels like Slack, Twitter, Google Drive and Facebook, or connect to smart devices to define tasks to be performed as applets without any coding.Developers can leverage its flexible APIs and SDKs to turn endpoints into a trigger, action or query and embed integrations into apps, websites, emails and calendars to build marketable applets. The vendor offers a free plan with unlimited applets available for use and the option to create a maximum of three applets as well as paid plans for personal and developer use.

Board is a robust solution that offers analytical insights, business analytics and enterprise performance management all under the same hood. It helps key players of a company improve the effectiveness of their decision making. Its customizable and interactive dashboards give enterprises the ability to see a high-level overview of their business, as well as drill down into their KPIs to assess business performance goals. It serves mid- to large-sized companies across various industries, and its programming-free toolkit helps businesses analyze and plan with a tailored, efficient approach, irrespective of technical skill levels.

Domo is a cloud-based business management suite that accelerates digital transformation for businesses of all sizes. It performs both micro and macro-level analysis to provide teams with in-depth insight into their business metrics as well as solve problems smarter and faster. It presents these analyses in interactive visualizations to make patterns obvious to users, facilitating the discovery of actionable insights. Through shared key performance indicators, users can overcome team silos and work together across departments.

Wolfram Mathematica is a technical computing platform that can perform a wide range of computations and algorithms for mathematics and beyond. Primarily designed for research and academia, it enables users to create powerful scripts through a flexible, multi-purpose programming language. It allows users to analyze and visualize data in sophisticated ways and employ methods such as machine learning, data mining and deep learning to model and solve complicated problems. It is available in the cloud through any web browser or installable on-premises on all desktop environments. Users can purchase licenses as individuals or under group or enterprise pricing for cloud, desktop or both versions.

Designed for data scientists, Stata is statistical software that helps users find insights through data exploration, visualization, modeling and analysis. It gives users a wide range of both standard and advanced statistical analyses that can help them make inferences and decisions based on data. With both a graphical user interface and command line structure, it’s accessible to users with or without coding knowledge. Users can choose between four offerings according to their needs: MP which is the fastest and largest version, SE for large datasets, IC for mid-sized data sets and Numerics for embedded. Suitable for companies of all sizes, it is available via on-premises installation on Windows, Mac and Linux/Unix devices, or via the SaaS model. Pricing varies based on the number and type of licenses requested, as well as the length of the subscription. It can be purchased for business, government, nonprofit, educational or student use and the vendor offers price quotes upon request.

Amazon Redshift is a cloud-based data warehouse service that enables enterprise-level querying for reporting and analytics. It supports an unlimited number of concurrent queries and users through its high-performing Advanced Query Accelerator (AQUA). Scalable as needed, it retrieves information faster through massive parallel processing, columnar storage, compression and replication. Data analysts and developers leverage its machine learning attributes to create, train and deploy Amazon Sagemaker models.Enterprises can glean actionable insights through its integration with the AWS ecosystem. Data sharing is enabled across all its clusters, eliminating the need to copy or move data. It offers data security through SSL and AES-256 encryption with granular access controls to ensure that users have access to only the information that they need.

SQL Server Integration Services (SSIS) from Microsoft is a platform to build data integration and transformation packages. It’s built to extract and transform data from XML files, flat files and relational data sources, then load it into destination repositories. With support for 31 languages, its designer module helps create packages for data ingestion and transformation without writing a single line of code.Self-documenting flows ensure records of data pipelines for future reference and reuse. Digital certificates, access control and identity management provide data integrity.

AWS Glue is a fully managed, event-driven serverless computing platform that extracts, cleanses and organizes data for insights. Automatic code generation ensures citizen data scientists and power users can create and schedule integration workflows. An event-driven architecture enables setting triggers to launch data integration processes.A common data catalog with automatic schema generation ensures data is unique and easily accessible. With streaming data integration, it catalogs assets from datastores like Amazon S3, making it available for querying with Amazon Athena and Redshift Spectrum. Developers can access readymade endpoints to edit and test code.

Talend is an open-source data integration and management platform that enables big data ingestion, transformation and mapping at the enterprise level. The vendor provides cross-network connectivity, data quality and master data management in a single, unified hub – the Data Fabric. Based on industry standards like Eclipse, Java and SQL, it helps businesses create reusable pipelines – build once and use anywhere, with no proprietary lock-in.The open-source version is free, with the cloud data integration module available for a monthly and annual fee. The price of Data Fabric is available on request.

Sisense is an end-to-end data analytics platform that makes data discovery and analytics accessible to customers and employees alike via an embeddable, scalable architecture. With a back-end powered by in-chip technology, it allows analysts to blend large datasets from a variety of sources into a single cohesive database for the entire company. On the front-end, users of all technical skill levels can craft visualizations, reports and dashboards to explore and share insights that drive businesses forward. Its AI-driven, cloud-native analytics offering, Fusion, embeds into business workspaces and empowers teams to view key metrics and data insights where they work. Designed for companies of all sizes, it can be deployed on-premises, as a private cloud-hosted SaaS, as a fully managed SaaS or via a hybrid strategy. It is available via annual subscription pricing and offered in three packages: its main offering BI Analytics Teams, its embedded analytics component Product Teams and code-driven cloud analytics through Cloud Data Teams.

Azure Data Factory is a fully managed, serverless data integration service that helps enterprises build ETL/ELT workflows. Businesses can orchestrate and automate data movement and transformation by creating end-to-end data pipelines. An intuitive interface and built-in connectors let data engineers create live connections with disparate sources and upload data in batches or iteratively.Teams can monitor data processing workflows by setting alerts. The vendor provides a pay-as-you-go service.

Formerly known as Periscope Data, Sisense for Cloud Data Teams is a data analytics software tool that integrates seamlessly with the Sisense platform, offering advanced analytics that delivers actionable insights to teams that work with data in the cloud. It provides a single, cohesive interface for users to store, organize, analyze and visualize all their data for better decision-making. It empowers users of all kinds to produce, consume and share insights intuitively together, with or without coding knowledge. Originally founded in 2012 in San Francisco, California, it was acquired by Sisense in May 2019 and rebranded in January 2020.

BusinessObjects from SAP offers a variety of packages to fit businesses of all industries and sizes. It aims to reduce the cost of IT upkeep and increase responsiveness to business problems. It streamlines workloads and lets users share insights to make better business decisions.

Dataflow by Google is a fully managed, enterprise-level data integration solution. It’s a distributed processing backend for building Apache Beam pipelines, similar to Apache Flink and Spark. Though serverless, it can automatically provision on-the-spot virtual machines to balance workloads, scaling dynamically as the data grows.Resource optimization is continuous and consistent, even during pipeline runs. Data teams can view job status through the monitoring interface and the command-line interface (CLI). The vendor offers a 90-day free trial.

Infor Birst is a cloud-based analytics software tool that aims to help users discover insights without the need for analyst input. It unifies IT-managed enterprise data with user-owned data, supporting the blending of both in a top-down and bottom-up manner. It uses consistent business metrics to structure raw data into organized sets and visualizations. It helps users identify patterns and better understand their organization’s KPIs. It offers a seamless, integrated UI that allows users to perform every step of the data analysis process in a single interface, enabling a smooth experience. It can be deployed either from the cloud or self-hosted on-premise. Users can purchase it in three available formats: per-user fee, by department or business unit or by end-customer in embedded scenarios.

Ibi by Information Builders offers cloud-based data and analytics platforms that empower users to turn their information into insights through robust visualization, reporting and data management. WebFOCUS is its primary offering. Flexible, configurable and scalable, it integrates data from many sources, simplifies data workflows and enables fast, easy organization and analysis of data. It allows users to make more confident data-driven decisions that drive business results.As of 2020, the vendor has announced that it will be acquired by TIBCO.

SnapLogic provides an Integration Platform as a Service (iPaaS) to connect on-premise business modules, SaaS inclusions and cloud data sources. Powered by AI, it offers intelligent deployment for businesses of all sizes. It automates integration projects, including development, design, maintenance and deployment in hybrid environments, on-premise and the cloud. It uses pre-built connectors to minimize data transfer efforts from one database to another across 400 applications and data stores.

Fivetran is a cloud-native data extraction tool that simplifies and streamlines the data analysis process with a zero-maintenance pipeline that ensures expedient, transparent delivery of data from source to warehouse. Built to empower analysts, it allows users to accelerate analytics and achieve faster time-to-insights without the need for complex engineering, promoting more efficient data-driven decision-making for users of all technical skill levels. Suitable for small to large companies, it is a public-cloud hosted SaaS available through annual subscriptions, paid via invoice. Pricing is volume based with three tiers of plans, in ascending order of offerings and cost: Starter, Standard and Enterprise.

Jaspersoft is a reporting and data analytics suite built around the JasperReports engine that helps businesses create seamlessly embeddable, pixel-perfect reports, dashboards and visualizations. It empowers businesses with the self-service capabilities to find answers to data questions through beautifully rendered visuals that are easy to understand and explain. Bridging the gap between insight and action, it promotes ownership of the decision-making process across organizations. It includes JasperReports Library, JasperReports Server and JasperReports Studio. The vendor also offers a cloud and microservice-embeddable reporting engine, JasperReports IO.

Informatica PowerCenter offers high-performance data integration to power enterprise deployments and project management. It extracts, transforms and loads data according to the organization’s requirements into data warehouses for further analysis.

Exago (replaced by Logi Symphony) is embeddable, flexible and scalable. It is designed for multi-tenant SaaS use and requires no additional desktop downloads or plug-ins. It offers an open API and customizable UI, giving users control and flexibility. It includes express reports, pixel-perfect reports, report formatting templates, crosstab reports, drill-down, a dashboard designer, maps, data blending and OLAP.

Pentaho Data Integration helps organizations access, prepare and analyze all of their data from one place. It connects quickly and easily to any data source, whether it's structured or unstructured. It uses an extract, transform and load (ETL) approach to data management.Organizations can govern their data, ensure data quality and accelerate time to insight. Available on-premise and in the cloud, it’s easy to use and offers a wide range of features.

Phocas is a cloud-based data analytics tool that helps users manage their business operations. Designed for non-technical users, it uses simplified self-service reporting to deliver customized insights. Users can build dashboards to their specifications and view them through an ad hoc analysis layer called “The Grid” to uncover business opportunities.

Targit is built from the ground up for reporting and business metrics, getting actionable insight from trillions of rows of data in seconds. It surfaces complex events and provides key information to make business decisions. It merges internal and external data and presents it in customizable dashboards and storyboards. Businesses can figure out how to grow in target markets by accurately analyzing data. Deployment options vary from stand-alone to embedded, with web browser compatibility built-in.

Xplenty is a cloud-based platform that integrates data and operationalizes it through reverse ETL. A point-and-click interface enables no-code data ingestion, transformation and preparation. Scalable and flexible, it connects to Salesforce, Amazon Aurora, Google BigQuery, Oracle, SFTP, Asana and Basecamp, among others.With a single source of truth, enterprises can assess existing business strategies and identify gaps and discrepancies. Product owners can improve offerings by enriching customer insights with market trends. The vendor offers a 7-day trial.

Qlik Replicate is a notable application that ranks 26 among all ETL Tools according to our research analysts and 2 crowd-sourced reviews from 1 source.

Zuar Runner (formerly Mitto) is an automated data pipeline platform that ingests raw data from disparate sources, including relational and non-relational databases, flat files and REST APIs. It cleans, models and transforms information to create intuitive visuals. It retains source information for future reference and troubleshooting. It connects to different data sources using pre-built connectors or adds custom sources via scripts, webhooks or APIs. Prepare and model data through the data transformation module.

Hevo is a fully managed end-to-end data pipeline service for enterprises of all sizes. Businesses can glean proprietary insights from disparate sources that include live data from streaming devices. With its no-code interface and automated workflows, data teams can integrate business information for reporting and analytics.It enables running minimum-impact data workflows, setting aside erroneous events and anomalous records for redressal, then assimilating them directly into the pipeline. The vendor offers a 14-day free trial while providing a few free SaaS sources to create data pipelines. Users of the Free plan have access to both free and paid sources.

Formerly known as BusinessObjects Data Services (BODS), it’s part of the information management layer of SAP’s Business Technology Platform. With a focus on data quality, it extracts, transforms and loads all data types to enterprise interfaces.Dashboards enable visual analytics and display the impact of data quality issues on downstream workflows. Auto documentation allows teams to write dataflow information and add comments for collaboration. An intuitive UI and Unicode compliance provide localization across more than 190 countries. Data security is ensured with AES 128-bit encryption.

Grow is a cloud-based data visualization solution that helps users derive insights from their data to evolve their businesses. As their brand name may suggest, the vendor designed it to help growing small to mid-sized businesses to access actionable insights. Suitable for the average user, it turns spreadsheets into dashboards that simplify metrics for understanding and can be sent quickly to customers or other employees. It has three offerings: Basic, Professional and Enterprise, which offer varying levels of connectivity as well as varying prices for additional dashboards. All three allow for an unlimited number of users.

ClicData is a cloud-based solution that collects data from multiple sources and delivers insights that are easy to use, embed and access on any device. It enables users to design and share dashboards. It has four different pricing plans with varying levels of functionality: Premium, Team, Enterprise and Dedicated. Users can purchase subscriptions at a yearly or monthly rate.

Infosphere Information Server supports enterprise-level data integration and governance. With scalable information architecture, it delivers project results faster while maintaining data quality and integrity. Its companion components — Information Server Packs, Federation Server and Data Replication module — provide extended connectivity, change data capture, event-based replication and publishing from databases at high speed. Master data management ensures all information is unique.

Oracle Data Integrator (ODI) is a big data integration platform for reporting and analytics. Compatible with all leading options, it draws data embedded in myriad services, BPEL flows and applications. Working with Oracle SOA Suite, it enables service-based and event-based data ingestion.Pre-built connectors automate data connectivity, and advanced change data capture (CDC) records data changes in real time. A flow-based declarative user interface abstracts data integration workflows from business users, boosting productivity and reducing time to insight.

Power My Analytics is a promising application that ranks 34 among all ETL Tools according to our research analysts and 88 crowd-sourced reviews from 1 source. Starting from $9.95, Power My Analytics is priced within reason, has offered a free trial in the past and is most applicable for small-to-mid-sized businesses with less than 1000 employees. Power My Analytics can be deployed in the cloud and on-premise and is accessible from a limited amount of platforms including Windows and Linux devices.

Dundas BI is a browser-based analytics platform built to embed from the ground up. The vendor provides single and multi-tenant deployments with access to shared, reusable content. HTML5 enables customizable visualizations and user-friendly dashboards to build reports with interactivity options to drill down into data on demand. It allows secure write-backs to the database, capturing input through custom forms, stored procedures and REST APIs. It gives businesses complete control over the data stored on their IT infrastructure. The vendor offers a 25-day free trial.

EasyMorph is an up-and-coming software application that ranks 36 among all ETL Tools according to our research analysts and 7 crowd-sourced reviews from 1 source. Starting from $750, EasyMorph is priced reasonably, offers a free trial on occasion and is most suitable for small-to-mid-sized businesses with less than 1000 employees. EasyMorph can be deployed on-premise and is accessible from a handful of platforms including Windows devices.