Top ELT/ETL Tools to Consider in 2024

Oracle Data Integrator

The essential components for extracting data from several sources are ETL tools. One such technology that is quite beneficial for data is Oracle. Oracle is a one-stop shop that can expedite your job, regardless of whether you wish to store your data in a data lake or fill a warehouse. Oracle loads the data securely into the destination system after transforming it to be compatible. It is an effective tool that streamlines a wide range of data and readily combines it.

A component of Oracle's data management ecosystem, Oracle Data Integrator (ODI) is brimming with advanced capabilities and tools. There are two versions available: on-premises and cloud (called Oracle Data Integration Platform Cloud). For many users, its numerous auxiliary functions are a game-changer. Oracle Data Integrator is an incredibly versatile and strong tool.

Why use Oracle Data Integrator?

ODI is the finest choice for a database developer who frequently works with SQL. It provides flexibility to a database developer. It is independent of the server and assumes control as an ELT tool.

Its user-friendliness and excellent scalability make it the right solution for most enterprises.

Is Oracle the right choice for you?

Pro

• It excels at manipulating and extracting data.
• With Oracle, handling large amounts of data is simple and hassle-free.
• It is compatible with various sources.
• It has superior performance.

Cons

• Its processing of vast amounts of data could impede speed.
• The customer assistance system is deficient, particularly in terms of promptly resolving ODI issues.
• It may be too costly for many enterprises.
• It may be too costly for many enterprises.

Why do enterprises prefer Lyftrondata over Oracle Data Integrator?

" Lyftrondata has a strong data-lineage model that adheres to top-notch controls and governance processes and an integrated business data governance architecture that complies with all applicable regulations. Enabling control on your data hub and effortlessly managing one-to-one, one-to-many, and many-to-many relationships with your partners and clients is made possible by Lyftrondata's strong and secure sharing framework. "

Matillion

Cloud data warehouses leverage Matillion's data transformation services. This is a modern ETL tool for transferring data to cloud-based systems. It offers resources for building a robust business with data efficiency. It is capable of carefully integrating data with massive warehouses such as Redshift, Snowflake, and so on. A straightforward point-and-click interface is available for transforming objects.

Matillion replicates data from well-known data sources into a cloud data warehouse using a pipeline that is wizard-based. Replicating data is made easier by the data loader. The loader offers a 360-degree view of all data sources and has multiple connectors. It was created with the cloud in mind.

How Matillion is a modern ETL solution

ELT gathers data from the source, unaltered into a target platform (like a cloud data warehouse), and uses cloud computing power to convert the data.

Its approach is optimized for the cloud and overcomes the challenges of the legacy ETL solution.

Is Matillion the right choice for you?

Pro

• The pipeline workflow may be designed with great ease thanks to Matillion.
• It efficiently debugs any problem down to the smallest detail.
• It updates quickly, and new features are added all the time.
• Matillion responds quickly to the demands and specifications of its users.

Cons

• Matillion lacks data retrieval as we cannot retrieve the data from the warehouse.
• The pricing models are a little too pricy.
• It lacks detailed user explanations impacting user-friendliness.
• It is not efficient at variable handling.

Matillion vs. Lyftrondata and Lyftrondata excels!

" In ELT, Lyftrondata performs better. Cleaning, organizing, and enriching raw data into the intended output for analysis are all part of the Lyftrondata data preparation process. Lyftrondata is more affordable and user-friendly, however, it still has features comparable to those of Matillion. "

Stitch

Talend is now purchasing Stitch, an open-source ELT data integration tool. It distinguishes itself by providing automated data pipelines and self-service ELT, which streamline the procedure.

It adds a feature whereby data is placed into an appropriate schema. Additionally, Stitch makes it simple to import data from third-party APIs with just one click. Setting up which tables to replicate and how to replicate them is simple thanks to Stitch's user interface.

Stitch and its data flow

You can manage the flow of your most crucial company data with the aid of Stitch. All accessible historical data from databases and SaaS technologies is replicated. It is an open-source, cloud-first technology designed to move data quickly. It has connections to every type of data source, including SaaS programs like Salesforce and data sources like My SQL.

Is Stitch the right choice?

Pro

• It is very economical and meets user accessibility needs.
• It is excellent at replicating relational databases.
• It manages the conversion of the data types and schemas.

Cons

• It is not very effective in replicating document stores.
• It is unable to replicate the same source to multiple sinks.
• Integrations require resyncing too frequently.

Do you know Lyftrondata has more to offer than Stitch?

" With Lyftrondata, users can query any data—structured or semi-structured—using SQL and without writing laborious code. Automatic zero code JSON/XML/API processing to relational format is supported by our warehouse. Use ANSI to analyze right away. "

Talend

System integrations and ETL are done via Talend. It offers fast work development through GUI-based use of its components. Talend makes data extraction, data dumps in Excel, and data forwarding for analysis enticingly simple. It has numerous parts for organizing and sanitizing transitional and reference data.

Testing and build times can be accelerated with Talend's user interface. The application promotes a methodical approach to processing stages. The procedure is now simpler to comprehend as a result.

Future of Talend ETL

Free and paid versions of Talend, an open-source data integration tool, are available. It is compatible with cloud-based and on-premise data sources. It offers tools for data integration, cleaning, masking, and profiling.

It has a bright future ahead of it, and enterprise and developer user bases will grow over time. It is an excellent tool for creating drag-and-drop data pipelines quickly.

Is Talend a good choice?

Pro

• Talend runs fast and long without any issues.
• It efficiently handles multiple data sources.
• It offers a wide range of transformation components to get work done easily.
• It offers numerous connectors/components to meet most needs.

Cons

• The installation and the settings are not user-friendly.
• User help and technical support are lacking.
• Being Eclipsed-Based IDE, it tends to be a little slow and inefficient.
• It is not so easily available and thus its inaccessibility can be a little problematic.

Did you know?

" You can simply control user and role access privileges at different granularities using Lyftrondata. Roles and users are used by Lyftrondata for access control. Roles and individual users can each have their own set of permissions. Many predefined roles and an easy-to-use permission management configuration are included with Lyftrondata. "

Informatica

Informatica is an enterprise-class, database-neutral solution. It is a feature-rich enterprise data integration platform for ETL tasks. It is well known for its robust functionality and exceptional compatibility with many different types of data sources.

It is well known for being the most powerful ETL tool. It provides a variety of governmental and commercial organizations with data integration services.

Is Informatica a good data warehouse tool?

Enterprise data warehouses are built using extract, transform, and load (ETL). It can be used with many traditional database systems. The system offers complete support for data governance, monitoring, master data management, and data masking.

Is Informatica the right choice for you?

Pro

• Even those with no programming background can utilize it rather successfully.
• It has the prowess to process huge records with no performance issues.
• It is a good tool to manage data and is very compatible with modern applications.
• It can be comfortably used with multiple source types.

Cons

• The installation is tedious and can prove to be a little uncomfortable for users.
• The licensing fee charge is excessive and cost-prohibitive for many enterprises.
• It cannot leverage high computing capability and thus can pose a challenge in this area.
• It is too costly to fit the budget and pocket of most users.

Why does Lyftrondata rank better than Informatica?

" Lyftrondata provides a user-defined recurring task called a job in addition to a scheduler. Continuous data discovery and addition to the destination is a feature of automated data type mapping. Users can access a list of recently executed statements in Lyftrondata's execution history section. "

Xplenty

Xplenty is a cloud-based, low-code data integration platform. From designing data flows to scheduling jobs, Xplenty can process both structured and unstructured data. It integrates with a variety of sources, both natively and through a REST API connector. The Xplenty platform offers a simple, intuitive visual interface for building data pipelines between many sources and destinations.

Something you should know about Xplenty

More than 100 popular data stores and SaaS applications are packaged with Xplenty. The list includes MongoDB, MySQL, PostgreSQL, Amazon Redshift, Google Cloud Platform, Facebook, Salesforce, Jira, Slack, QuickBooks, and dozens more. Scalability, security, and excellent customer support are a few more advantages of Xplenty. For example, Xplenty has a new feature called Field Level Encryption, which allows users to encrypt and decrypt data fields using their encryption key. Xplenty also makes sure to maintain regulatory compliance with laws like HIPPA, GDPR, and CCPA. Thanks to these advantages, Xplenty has received an average of 4.4 out of 5 stars from 93 reviewers on the G2 website and has been named one of G2’s “Leaders” in the field of ETL tools.

Is Informatica the right choice for you?

Pro

• Great, quick, responsive support. Free unlimited hours of the sandbox.
• The user experience is positive. Every feature has been simplified unlike in other enterprise ETL tools.
• Great way to easily integrate different data sources into a single warehouse.

Cons

• Sometimes when a job fails, it's hard to determine the cause from the provided error log.
• It can be difficult to debug errors in complex Xplenty flows.
• Error logs are not always informative. Transforming JSON or other nested data is not trivial.

Why is Lyftrondata a better choice than Xplenty?

" Lyftrondata makes the data available in minutes and automates data workflows using SQL, thereby cutting down the development, cost, time, and efforts by 80%. Lyftrondata’s modern architecture provides row-level access security to the users, making it easy to share your data without writing a single piece of code while providing more security than ever before. "

Skyvia

Skyvia is the comprehensive cloud data platform for interoperability, powered by the renowned 1997-founded Devart corporation, a developer of database connectivity solutions. Both IT professionals and business users with no technical background can use this wizard-based, no-code solution. Skyvia supports the most popular on-premise and cloud data sources, including Amazon Redshift, Google BigQuery, Salesforce, Dynamics CRM, Quickbooks Online, SQL Server, and more.

Pro

• Free plan available
• Lots of integration features
• Scheduling
• No coding
• Flexible price
• Convenient UI
• Smooth data integration

Cons

• Skyvia focuses on the “extract” and “load” stages of ETL, with very limited functionality for transformations.
• Skyvia offers few integrations and connectors in comparison to other ETL tools.
• A few users have complained about problems with delayed and unresponsive customer support when encountering technical issues.

Do you know why enterprises prefer Lyftrondata over Skyvia?

" Users don't need to know how to code to transmit data thanks to Lyftrondata's innovative design, which also ensures that data is always stored more securely than before. Lyftrondata has a built-in notification system that alerts you whenever a source is updated. "

AWS Glue

AWS Glue, a fully managed ETL solution from Amazon Web Services, is intended for workloads including big data and analytics. AWS Glue is a completely managed end-to-end ETL solution that is made to reduce workloads and function in unison with the rest of the AWS ecosystem. It's interesting to note that AWS Glue is serverless, which means that Amazon automatically launches and shuts down servers when a user's session ends. Features like job scheduling and "developer endpoints" for testing AWS Glue scripts further contribute to AWS Glue's ease of use.

Is AWS Glue a good choice?

AWS Glue users have given the service generally high marks. It currently holds 3.9 out of 5 stars on the business software review platform G2, where it has been named a “Leader” in the field of ETL tools. However, it is less flexible than other tools, and typically best suited to users who are already within the AWS ecosystem.

Pro

• Very quick for an ETL job.
• Users can create and schedule ETL Jobs in a few steps.

Cons

• Sample Code is very basic and not available in most scenarios.

What makes Lyftrondata a better choice than AWS Glue?

" Lyftrondata uses the industry-leading log-based change data capture technology to continuously detect and load incremental changes with minimal impact on source systems. With Lyftrondata's data virtualization capabilities, link cross-platform sources easily and quickly, without moving the data. "

What exactly is Lyftrondata?

Lyftrondata is a contemporary data platform that lets users query any type of data in real time using basic ANSI SQL. With Lyftrondata, businesses can quickly create data pipelines and reduce the time to insights by 75% because of the capabilities of Spark and Snowflake, two cutting-edge cloud computing platforms.

The time engineers spend manually creating data pipelines is eliminated by the current data platform, which also offers instantaneous data accessibility through real-time access using basic ANSI SQL. Pre-built connectors from Lyftrondata, including those for Zendesk, ServiceNow, and many more, enable automatic data delivery to warehouses in normalized, query-ready schemas and offer comprehensive search capabilities for the data catalog. Use Lyftrondata for all of your data warehouses and managed data lake construction needs, as well as for simple database migrations to contemporary cloud data warehouses. Build your pipeline and warehouse automatically, then simply develop and manage all of your data workloads on a single platform. Use ANSI SQL and BI/ML tools to analyze it immediately, and share the results without having to worry about building new code. Increase output.