Best ETL Tools - Page 5

How Many ETL Tools Products Does G2 Track?

Total Products under this Category: 275

Category Stats (Sep 2026)

  • Average Rating: 4.55/5 (↑0.01 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Cloudera (+2.21%) - Among all products in this category, Cloudera recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank ETL Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 19,500+ Authentic Reviews
  • 275+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for ETL Tools

G2 Grid® for ETL Tools plotting products by satisfaction and market presence

Highlighted products: Databricks, Celigo, Alteryx, Google Cloud BigQuery, FME Platform, Domo, Fivetran, and IBM watsonx.data.

Underlying data: [Grid® JSON](https://www.g2.com/categories/etl-tools/grids.json?focus%5B%5D=databricks&focus%5B%5D=celigo&focus%5B%5D=alteryx&focus%5B%5D=google-cloud-bigquery&focus%5B%5D=fme-platform&focus%5B%5D=domo&focus%5B%5D=fivetran&focus%5B%5D=ibm-watsonx-data)

Frends

Frends is a European low-code integration platform as a service (iPaaS) that enables organizations to connect applications, automate workflows, and manage APIs across cloud and on-premises environments. Designed for both developers and business technologists, Frends helps streamline system communication, reduce integration complexity, and support real-time operations. The platform supports a wide range of use cases including ERP modernization, cloud migration, business process automation, and data synchronization between legacy and modern systems. With a graphical interface based on BPMN 2.0 and built-in AI capabilities, Frends makes it easier to build, monitor, and manage integration processes without heavy reliance on custom code. Frends is built on Microsoft .NET and integrates natively with a wide range of systems including Microsoft Dynamics, Salesforce, SAP, and various industry-specific tools. Frends is used across industries such as public sector, utilities, manufacturing, finance, and retail. It is particularly suited for IT teams seeking to unify integration, automation, and API management into a single tool while maintaining compliance and security in distributed environments. Key capabilities include: - Building and managing integrations visually with BPMN 2.0 to accelerate development and collaboration - Automating business processes and system tasks with reusable, scalable workflows - Monitoring integrations in real-time to reduce downtime and improve operational visibility - Managing APIs and connections securely with full version control and access management - Leveraging AI assistance to configure integrations, generate documentation, and streamline onboarding --- Frends has been recognized in the Gartner® Magic Quadrant™ for Enterprise iPaaS and ranks consistently as a G2 High Performer across usability, setup, and implementation. The platform enables faster time-to-value, reduces reliance on custom development, and gives teams the tools to adapt quickly to change, making it a preferred integration solution for organizations in Europe and beyond.

Average Rating: 4.5/5.0

Total Reviews: 139

How Do G2 Users Rate Frends?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.1/10)
  • Automation: 9.3/10 (Category avg: 9.0/10)
  • Scalability: 9.2/10 (Category avg: 8.7/10)
  • Auditing: 8.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Frends?

  • Seller: FRENDS
  • Company Website:
  • Year Founded: 1988
  • HQ Location: Espoo, Uusimaa, Finland
  • Twitter: @FRENDSplatform
    214 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    309 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Oil & Energy
  • Company Size: 54% Medium, 26% Large

What Do G2 Reviewers Say About Frends?

AI-generated summary from verified user reviews

Pros
  • Users find Frends to be highly intuitive and user-friendly, streamlining transitions and simplifying onboarding for new team members.
  • Users commend the easy integration and visualization of automation pipelines, enhancing efficiency and workflow with Frends.
  • Users value the sophisticated integrations of Frends, finding it user-friendly and highly promising for future developments.
  • Users value the easy integrations in Frends, appreciating its simple setup and supportive customer service.
  • Users value the ease of integration with Frends, finding the process straightforward and user-friendly.
Cons
  • Users find the missing features of Frends, like limited connectors and confusing interfaces, hinder the integration process.
  • Users note that there is still room for usability improvements in Frends, affecting overall user experience.
  • Users find Frends lacking in interactive features, missing important tools like image pasting and comprehensive logging.
  • Users find the difficult learning curve frustrating, especially with vague error messages and complex integrations.
  • Users struggle with integration issues in Frends, finding the process complex and documentation lacking for beginners.

What Are Recent G2 Reviews of Frends?

What Are G2 Users Discussing About Frends?

Mozart Data

Backed by award-winning data analyst support, Mozart Data is the fastest way to set up scalable, reliable data infrastructure that doesn’t need to be maintained by you. Mozart Data’s all-in-one modern data platform empowers anyone to easily centralize, organize, and analyze their data without engineering resources. Instead of piecing together multiple tools, companies get everything they need to spin up a data stack in an hour — ETL, a data warehouse, and a data transformation tool — and gain visibility into their data pipelines. Join other data-driven companies, like Zeplin, Rippling, Modern Treasury, and Tempo, that are already getting the most out of their data. Learn more at https://www.mozartdata.com

Average Rating: 4.6/5.0

Total Reviews: 68

How Do G2 Users Rate Mozart Data?

  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 9.1/10)
  • Automation: 9.3/10 (Category avg: 9.0/10)
  • Scalability: 9.3/10 (Category avg: 8.7/10)
  • Auditing: 8.9/10 (Category avg: 8.1/10)

Who Is the Company Behind Mozart Data?

  • Seller: Mozart Data
  • Year Founded: 2020
  • HQ Location: San Francisco, US
  • Twitter: @MozartData
    447 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    16 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Financial Services
  • Company Size: 53% Small, 47% Medium

What Are Recent G2 Reviews of Mozart Data?

What Are G2 Users Discussing About Mozart Data?

Help Desk Migration Services

Help Desk Migration by Relokia is a cloud-based, one-click data migration solution that enables secure and fast transfer of customer support data between help desk, ITSM, and knowledge base platforms. The platform supports 100+ integrations, allowing teams to migrate data between systems using a no-code Migration Wizard — without manual exports, scripts, or downtime. Key Features - Data Integrity & Historical Accuracy Help Desk Migration preserves 100% of your historical support data, including tickets and incidents, conversations, users, organizations, agents, knowledge base articles, structures, statuses, priorities, and relationships between records. All data is migrated in a consistent and auditable way, ensuring nothing is lost or altered during the transfer. - Automated Migration Wizard The intuitive Migration Wizard enables fast and accurate data transfer to platforms such as: - Zendesk - Jira Service Management - Jira Customer Service Management - Freshdesk - Freshservice - ServiceNow - Salesforce Service Cloud - HubSpot Service Hub and 100+ other platforms The entire process is automated and requires no engineering resources. - Intuitive Data Mapping Help Desk Migration allows users to map fields between the source and target platforms with full control. You can align default and custom fields, statuses, priorities, users, and other entities to match your existing workflows and reporting structure. - Enterprise-Grade Security Help Desk Migration is built for enterprise use and follows GDPR-, HIPAA-, and SOC-aligned practices. The platform operates using secure API connections and works in close partnership with major help desk vendors to ensure compliance, reliability, and data protection. - Free Demo Migration Run a free Demo Migration to validate results before committing to a full migration. The automated tool transfers up to 20 tickets or incidents from the source to the target platform, allowing you to verify data accuracy, structure, and mappings with zero risk. - Fast Data Transfer Migration speed ranges from a few minutes to several hours, depending on record volume and API rate limits of the target platform. Even large-scale migrations are optimized to complete as quickly and safely as possible. - Zero Downtime with Delta Migration Help Desk Migration supports Delta Migration, enabling teams to migrate newly created or updated records after the initial full migration—without stopping live support operations. Delta Migration captures all changes that occurred during or after the main migration and syncs them to the target system. This ensures: - No ticket freezes - No missed updates - No disruption to agents or customers As a result, teams can switch platforms seamlessly while maintaining continuous support and full data consistency.

Average Rating: 4.9/5.0

Total Reviews: 179

How Do G2 Users Rate Help Desk Migration Services?

  • Has the product been a good partner in doing business?: 9.8/10 (Category avg: 9.1/10)
  • Scalability: 10.0/10 (Category avg: 8.7/10)
  • Auditing: 10.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Help Desk Migration Services?

  • Seller: Relokia
  • Company Website:
  • Year Founded: 2015
  • HQ Location: Ternopil, UA
  • Twitter: @HDMigration
    156 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: IT Manager
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 52% Small, 37% Medium

What Do G2 Reviewers Say About Help Desk Migration Services?

AI-generated summary from verified user reviews

Pros
  • Users find the ease of use of Help Desk Migration Services remarkable, streamlining the migration process effectively.
  • Users commend the exceptional customer support from Help Desk Migration Services, ensuring smooth and efficient migration processes.
  • Users find the migration process easy and fast, appreciating responsive support and a straightforward interface for mapping.
  • Users appreciate the easy setup of Help Desk Migration Services, ensuring a seamless migration experience with excellent support.
  • Users appreciate the time-saving capabilities of Help Desk Migration Services, making transitions quick and effortless.
Cons
  • Users experience slow migration times due to API limits, necessitating potential upgrades or additional fees.
  • Users face extra costs for upgrades and charges for existing features during Help Desk Migration Services.
  • Users face challenges with data duplication during migration, necessitating extra tools for cleanup and management.
  • Users find the service expensive, especially when needing extra fields or removing unnecessary options to lower costs.
  • Users feel the interface suffers from information deficiency, making it cluttered and harder to navigate.

What Are Recent G2 Reviews of Help Desk Migration Services?

What Are G2 Users Discussing About Help Desk Migration Services?

Panoply

Panoply makes it easy to sync, store, and access your data from any data source. Panoply’s easy-to-use, low-maintenance solution unlocks sophisticated analytics without complex data engineering and coding: Key features of the Panoply platform include: -Code-free data integrations for seamless syncing -Automated data warehouse configuration -A powerful workbench for SQL-based data exploration and visualization - In-platform dashboards and reporting -Connections to all major BI and analytical tools -Industry-leading onboarding and support Learn more at https://www.panoply.io

Average Rating: 4.5/5.0

Total Reviews: 80

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How Do G2 Users Rate Panoply?

  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 9.1/10)
  • Automation: 8.8/10 (Category avg: 9.0/10)
  • Scalability: 8.8/10 (Category avg: 8.7/10)
  • Auditing: 7.6/10 (Category avg: 8.1/10)

Who Is the Company Behind Panoply?

  • Seller: Panoply
  • Year Founded: 2015
  • HQ Location: San Francisco, CA
  • Twitter: @panoplyio
    5,485 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    13 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 47% Small, 43% Medium

What Do G2 Reviewers Say About Panoply?

AI-generated summary from verified user reviews

Pros
  • Users praise the helpful and responsive customer support at Panoply, facilitating smooth troubleshooting and guidance.
  • Users appreciate the ease of use of Panoply, praising the team's responsive support for troubleshooting and setup.
  • Users value the helpful integrations of Panoply, receiving prompt assistance with setup and troubleshooting.
Cons
  • Users desire the code review features in Panoply's workbench, similar to those in the big query portal.

What Are Recent G2 Reviews of Panoply?

What Are G2 Users Discussing About Panoply?

Stitch

Stitch Data Loader is a simple, powerful ETL service for businesses of all sizes, up to and including the enterprise. More than 3,000 companies use Stitch to move billions of records every day from SaaS applications and databases into data warehouses and data lakes, where it can be analyzed with BI tools. Stitch, Inc. is a division of Talend.

Average Rating: 4.4/5.0

Total Reviews: 66

How Do G2 Users Rate Stitch?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.1/10)
  • Automation: 8.9/10 (Category avg: 9.0/10)
  • Scalability: 8.6/10 (Category avg: 8.7/10)
  • Auditing: 0.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Stitch?

  • Seller: Qlik
  • Year Founded: 1993
  • HQ Location: Radnor, PA
  • Twitter: @qlik
    64,130 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4,551 employees on LinkedIn®
  • Phone: 1 (888) 994-9854

Who Uses This Product?

  • Who Uses This: Data Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 53% Small, 43% Medium

What Are Recent G2 Reviews of Stitch?

What Are G2 Users Discussing About Stitch?

timextender

Timextender is a metadata-driven data platform that helps organizations build AI-ready data infrastructure up to 10x faster. The Timextender Data Platform unifies four modules, Data Integration, Data Enrichment, Data Quality, and Orchestration, that together automate the ingestion, governance, and delivery of data across the storage platform of your choice. Timextender is designed to help businesses manage their data infrastructure without extensive manual coding, giving data teams direct control over accuracy, governance, and the pace at which they can put trusted data to work.

Average Rating: 4.3/5.0

Total Reviews: 147

How Do G2 Users Rate timextender?

  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 9.1/10)
  • Automation: 8.7/10 (Category avg: 9.0/10)
  • Scalability: 8.0/10 (Category avg: 8.7/10)
  • Auditing: 7.5/10 (Category avg: 8.1/10)

Who Is the Company Behind timextender?

  • Seller: timextender
  • Company Website:
  • Year Founded: 2006
  • HQ Location: Aarhus, DK
  • Twitter: @timextender
    17,630 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    92 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Analyst, Business Intelligence Consultant
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 45% Medium, 33% Small

What Do G2 Reviewers Say About timextender?

AI-generated summary from verified user reviews

Pros
  • Users find the ease of use in Timextender's drag-and-drop interface makes data management efficient and accessible.
  • Users praise the responsive customer support of TimeXtender, enhancing their overall experience and satisfaction.
  • Users value the automation features of TimeXtender, streamlining data integration and enhancing development efficiency.
  • Users appreciate the user-friendly interface of TimeXtender, making it easy to get started and focus on design.
  • Users appreciate the time-saving capabilities of TimeXtender, enhancing workflow efficiency and simplifying data management.
Cons
  • Users experience limitations in functionality with TimeXtender, struggling with offline issues and lack of features for collaboration.
  • Users face a steep learning curve with Data Management in TimeXtender, finding it complex and limited in functionality.
  • Users face challenges due to poor documentation, making it difficult to navigate and fully utilize TimeXtender.
  • Users face a steep learning curve with TimeXtender, struggling with complex features and limited coding assistance.
  • Users experience unexpected behavior and connectivity issues with TimeXtender, complicating data handling and project deployment.

What Are Recent G2 Reviews of timextender?

What Are G2 Users Discussing About timextender?

Lobster Data Platform

Lobster is a data integration platform for complex, multi-party supply chains. It connects suppliers, partners and systems across EDI, APIs, legacy databases and cloud apps in one place, with 90+ pre-built connectors, 2000+ customers and 20 years of supply chain expertise behind it. Lobster gives teams control over how data flows across their supply chain, so they can build, customise and maintain integrations themselves. Teams can also see, enrich and act on data as it moves across systems and partners, using workflows, exception handling and human input where needed. Purpose-built for logistics, manufacturing and retail, Lobster helps organisations reduce integration complexity, respond faster when requirements change, and keep their supply chain data flowing as operations evolve.

Average Rating: 4.6/5.0

Total Reviews: 106

How Do G2 Users Rate Lobster Data Platform?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.1/10)
  • Automation: 9.5/10 (Category avg: 9.0/10)
  • Scalability: 8.9/10 (Category avg: 8.7/10)
  • Auditing: 7.7/10 (Category avg: 8.1/10)

Who Is the Company Behind Lobster Data Platform?

  • Seller: Lobster Data GmbH
  • Company Website:
  • Year Founded: 2002
  • HQ Location: Tutzing, Germany
  • LinkedIn® Page: www.linkedin.com
    324 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Logistics and Supply Chain, Transportation/Trucking/Railroad
  • Company Size: 61% Medium, 26% Large

What Do G2 Reviewers Say About Lobster Data Platform?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Lobster Data Platform, highlighting its quick setup and reliable performance.
  • Users praise the excellent customer support of Lobster Data Platform for its quick assistance and effective onboarding.
  • Users appreciate the seamless integration capabilities of Lobster Data Platform, effectively connecting various internal and external systems.
  • Users value the seamless integrations of Lobster Data Platform, enabling efficient connectivity across internal and external systems.
  • Users love the intuitive user interface of Lobster Data Platform, enabling quick project realization and satisfaction.
Cons
  • Users find the complexity of Lobster Data Platform overwhelming due to its numerous functions and options.
  • Users express concerns over the inconsistent documentation and interface changes that hinder usability and clarity in Lobster Data Platform.
  • Users find the complex usability challenging, especially with many functions and intricate process chains.
  • Users find the subscription pricing to be high, pointing out its complexity and lack of included features.
  • Users find the missing features in Lobster Data Platform limiting, particularly with API management and documentation.

What Are Recent G2 Reviews of Lobster Data Platform?

Pentaho Data Integration

More than just ETL (Extract, Transform, Load), Pentaho Data Integration is a codeless data orchestration tool that blends diverse data sets into a single source of truth as a basis for analysis and reporting. Effortlessly managed in a drag-and-drop graphical interface, so you can easily track where it's coming from, where it's going and how it's transforming. Develop and maintain pipeline efficiency Scalability, simplicity, and self-service Leverage quality and lineage inputs for enhanced data observability and management

Average Rating: 4.3/5.0

Total Reviews: 17

How Do G2 Users Rate Pentaho Data Integration?

  • Has the product been a good partner in doing business?: 8.6/10 (Category avg: 9.1/10)
  • Automation: 8.3/10 (Category avg: 9.0/10)
  • Scalability: 8.7/10 (Category avg: 8.7/10)
  • Auditing: 9.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Pentaho Data Integration?

  • Seller: Pentaho
  • Year Founded: 2004
  • HQ Location: Santa Clara, CA
  • LinkedIn® Page: www.linkedin.com
    141 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 41% Large, 41% Medium

What Do G2 Reviewers Say About Pentaho Data Integration?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the user-friendly interface and extensive functionalities of Pentaho Data Integration for seamless data management.
  • Users appreciate the API integration capabilities of Pentaho Data Integration for seamless data transfer and reporting.
  • Users appreciate the fast data transfer and versatile connections offered by Pentaho Data Integration for seamless ETL processes.
  • Users value the efficient communication of Pentaho Data Integration, facilitating swift data transfer and reporting.
  • Users appreciate the seamless connectivity of Pentaho Data Integration, enabling swift data transfers from various sources.
Cons
  • Users experience performance issues with Pentaho Data Integration, especially when handling large data volumes, leading to slow modifications.
  • Users find the learning curve steep, with job modifications being time-consuming and lacking sufficient tutorials.
  • Users experience performance issues with Pentaho Data Integration when handling large data volumes, impacting efficiency.
  • Users find modifying jobs slow in Pentaho Data Integration, which hampers efficiency and requires additional tutorials.
  • Users find the slow performance in modifying jobs frustrating, wishing for a faster experience with additional tutorials.

What Are Recent G2 Reviews of Pentaho Data Integration?

Talend Cloud Data Integration

Integrate all your cloud and on-premises data with a secure cloud integration platform-as-a-service (iPaaS). Talend Integration Cloud puts powerful graphical tools, prebuilt integration templates, and a rich library of components at your fingertips. Talend Cloud's suite of apps also provide market-leading data integrity and quality solutions, ensuring that you can make data-driven decisions with confidence.

Average Rating: 4.3/5.0

Total Reviews: 92

How Do G2 Users Rate Talend Cloud Data Integration?

  • Has the product been a good partner in doing business?: 8.4/10 (Category avg: 9.1/10)
  • Automation: 8.7/10 (Category avg: 9.0/10)
  • Scalability: 8.8/10 (Category avg: 8.7/10)
  • Auditing: 8.9/10 (Category avg: 8.1/10)

Who Is the Company Behind Talend Cloud Data Integration?

  • Seller: Qlik
  • Year Founded: 1993
  • HQ Location: Radnor, PA
  • Twitter: @qlik
    64,130 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4,551 employees on LinkedIn®
  • Phone: 1 (888) 994-9854

Who Uses This Product?

  • Who Uses This: Software Analyst, Data Engineer
  • Top Industries: Pharmaceuticals, Information Technology and Services
  • Company Size: 64% Large, 30% Medium

What Are Recent G2 Reviews of Talend Cloud Data Integration?

What Are G2 Users Discussing About Talend Cloud Data Integration?

Power Query

Every company has a mission. What's ours? To empower every person and every organization to achieve more. We believe technology can and should be a force for good and that meaningful innovation contributes to a brighter world in the future and today. Our culture doesn’t just encourage curiosity; it embraces it. Each day we make progress together by showing up as our authentic selves. We show up with a learn-it-all mentality. We show up cheering on others, knowing their success doesn't diminish our own. We show up every day open to learning our own biases, changing our behavior, and inviting in differences. When we show up, we achieve more together. Microsoft operates in 190 countries and is made up of more than 220,000 passionate employees worldwide.

Average Rating: 4.4/5.0

Total Reviews: 16

How Do G2 Users Rate Power Query?

  • Has the product been a good partner in doing business?: 6.3/10 (Category avg: 9.1/10)
  • Automation: 8.8/10 (Category avg: 9.0/10)
  • Scalability: 8.5/10 (Category avg: 8.7/10)
  • Auditing: 8.5/10 (Category avg: 8.1/10)

Who Is the Company Behind Power Query?

  • Seller: Microsoft
  • Year Founded: 1975
  • HQ Location: Redmond, Washington
  • Twitter: @microsoft
    13,091,739 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    231,632 employees on LinkedIn®
  • Ownership: MSFT

Who Uses This Product?

  • Company Size: 50% Medium, 31% Small

What Do G2 Reviewers Say About Power Query?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the automation capabilities of Power Query, simplifying data cleaning processes with effortless updates.
  • Users enjoy the ease of use of Power Query, benefiting from its intuitive interface and streamlined data cleaning process.
  • Users appreciate the intuitive nature of Power Query, with its clear processes and ease of use across platforms.
  • Users love the step-by-step data cleaning process in Power Query, enhancing efficiency and ease of use.
  • Users value the solution efficiency of Power Query, enabling quick and consistent data cleaning across various datasets.
Cons
  • Users experience a lack of real-time data updates, causing delays during refreshes, especially from web sources like SharePoint.
  • Users often face refresh issues with Power Query, particularly when refreshing data from web sources like SharePoint.

What Are Recent G2 Reviews of Power Query?

Amazon S3 Transfer Acceleration

Amazon S3 Transfer Acceleration makes public Internet transfers to Amazon S3 faster.

Average Rating: 4.3/5.0

Total Reviews: 12

How Do G2 Users Rate Amazon S3 Transfer Acceleration?

  • Has the product been a good partner in doing business?: 7.9/10 (Category avg: 9.1/10)
  • Automation: 8.3/10 (Category avg: 9.0/10)
  • Scalability: 9.2/10 (Category avg: 8.7/10)
  • Auditing: 9.2/10 (Category avg: 8.1/10)

Who Is the Company Behind Amazon S3 Transfer Acceleration?

  • Seller: Amazon Web Services (AWS)
  • Year Founded: 2006
  • HQ Location: Seattle, WA
  • Twitter: @awscloud
    2,232,483 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    147,094 employees on LinkedIn®
  • Ownership: NASDAQ: AMZN

Who Uses This Product?

  • Company Size: 33% Medium, 33% Large

What Are Recent G2 Reviews of Amazon S3 Transfer Acceleration?

What Are G2 Users Discussing About Amazon S3 Transfer Acceleration?

Boost.space

Boost.space is the #1 AI-Ready Data Sync platform on G2—recognized with over 100 customer-voted badges. ⭐️ Today's enterprises are investing heavily in AI, but most initiatives fail. Why? Because AI is "stateless"—it has no memory—and it's running on chaotic data fragmented across hundreds of applications. This data chaos costs companies an average of $15 million annually and wastes nearly 12 hours per employee every week.   Boost.space solves this foundational problem by creating a new category of enterprise infrastructure: the AI Memory Layer. We are not just another application; we are the persistent, unified memory that your entire AI and automation ecosystem needs to function intelligently. Our platform connects to over 2,400 apps to dismantle data silos, creating a single source of truth (SSOT) for all your business data. But unlike passive data warehouses, Boost.space is an active, read-write memory. Our real-time, three-way synchronization engine allows AI agents to not only read unified data but also act on it by writing changes back to your operational tools. At the heart of this is our Model Context Protocol (MCP), an "AI-Ready USB-C Port" for your enterprise that allows you to prompt your business in natural language. Whether you're building an AI-Ready PIM for e-commerce or an AI-Ready CDP for marketing, Boost.space provides the essential foundation, trusted by leaders like ŠKODA to make their data AI-ready.

Average Rating: 4.6/5.0

Total Reviews: 327

How Do G2 Users Rate Boost.space?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.1/10)
  • Automation: 9.8/10 (Category avg: 9.0/10)
  • Scalability: 9.3/10 (Category avg: 8.7/10)
  • Auditing: 8.6/10 (Category avg: 8.1/10)

Who Is the Company Behind Boost.space?

  • Seller: Boost.space s.r.o.
  • Year Founded: 2017
  • HQ Location: Prague, CZ
  • Twitter: @boostspace
    79 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    40 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, Founder
  • Top Industries: Marketing and Advertising, Consulting
  • Company Size: 99% Small, 1% Medium

What Do G2 Reviewers Say About Boost.space?

AI-generated summary from verified user reviews

Pros
  • Users value the seamless integrations of Boost.space, enhancing productivity by connecting multiple platforms effortlessly.
  • Users benefit from Boost.space's automation capabilities, efficiently streamlining tasks and reducing operational costs.
  • Users love the seamless integrations of Boost.space, which unify workflows and enhance collaboration across multiple platforms.
  • Users appreciate the excellent integration options and user-friendly interface of Boost.space, simplifying their workflow.
  • Users appreciate the easy integration capabilities of Boost.space, enabling seamless connectivity between multiple platforms.
Cons
  • Users report a high learning curve with Boost.space, requiring time and technical skills to effectively use the platform.
  • Users note a steep learning curve initially, requiring time to adapt and understand the interface effectively.
  • Users find the learning difficulty of Boost.space challenging, requiring significant time investment to navigate its complexities.
  • Users find the complex setup challenging, often needing time and potential technical support to integrate effectively.
  • Users find the beginner difficulty daunting, emphasizing the need for better onboarding and tutorials to ease navigation.

What Are Recent G2 Reviews of Boost.space?

Connect ETL

Precisely Connect enables real-time decisions. Seamlessly integrate data from legacy systems into modern cloud and data platforms for faster, more confident action.

Average Rating: 4.4/5.0

Total Reviews: 23

How Do G2 Users Rate Connect ETL?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.1/10)
  • Automation: 8.0/10 (Category avg: 9.0/10)
  • Scalability: 7.8/10 (Category avg: 8.7/10)
  • Auditing: 7.7/10 (Category avg: 8.1/10)

Who Is the Company Behind Connect ETL?

  • Seller: Precisely
  • HQ Location: Burlington, Massachusetts
  • Twitter: @PreciselyData
    3,963 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,006 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 39% Large, 35% Medium

What Are Recent G2 Reviews of Connect ETL?

What Are G2 Users Discussing About Connect ETL?

Cloudera

Cloudera is the only hybrid data and AI platform company that large organizations trust to bring AI to their data anywhere it lives. Unlike other providers, Cloudera delivers a consistent cloud experience that converges public clouds, on-prem data centers, and the edge, leveraging a proven open-source foundation. As the pioneer in big data, Cloudera empowers businesses to apply AI and assert control over 100% of their data, in all forms, improving security, governance, and real-time and predictive insights. The world’s largest brands across all industries rely on Cloudera to transform decision-making and ultimately boost bottom lines, safeguard against threats, and save lives. The Cloudera data and AI platform includes: Cloudera AI: Deploy and scale any AI model, anywhere. Cloudera brings compute to governed data where it lives for Private AI anywhere by design. Complete control, security, and governance of mission-critical data, models, agents, and inference ensure faster sovereign AI deployments. Cloudera Data-in-Motion: Make fast decisions from real-time data anywhere. Move data with any structure from any source to any destination seamlessly across hybrid environments, enabling in-the-moment business-critical decisions by processing and analyzing real-time data anywhere, from the edge to AI, as business happens. Cloudera Open Data Lakehouse: Process any data, anywhere, for actionable insights. Make smart decisions with an open data lakehouse powered by Apache Iceberg that delivers trusted, reliable, and unified data to fuel agents, AI applications, and analytics, improving collaboration, breaking silos, and simplifying sharing. Cloudera Unified Data Fabric: Unify security and governance across the entire data estate. Move beyond fragmented data management: Break down silos and connect disparate data sources intelligently and securely to provide a unified view of all organizational data and centralized end-to-end control across complex hybrid data environments.

Average Rating: 4.2/5.0

Total Reviews: 187

How Do G2 Users Rate Cloudera?

  • Has the product been a good partner in doing business?: 8.4/10 (Category avg: 9.1/10)
  • Automation: 8.3/10 (Category avg: 9.0/10)
  • Scalability: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Cloudera?

  • Seller: Cloudera
  • Company Website:
  • Year Founded: 2008
  • HQ Location: Santa Clara, CA
  • Twitter: @cloudera
    106,442 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,446 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Engineer, Software Engineer
  • Top Industries: Information Technology and Services, Banking
  • Company Size: 39% Large, 35% Small

What Do G2 Reviewers Say About Cloudera?

AI-generated summary from verified user reviews

Pros
  • Users praise the user-friendly interface of Cloudera, highlighting its simplicity in managing big data efficiently.
  • Users value the easy scalability of Cloudera, enabling efficient management of large amounts of data effortlessly.
  • Users value the robust security features of Cloudera, ensuring safe and reliable data management across platforms.
  • Users value the comprehensive suite of tools in Cloudera for effective data management and analytics.
  • Users find Cloudera's scalability and centralized administration invaluable for efficient monitoring and management of data processes.
Cons
  • Users express concerns over the high costs of Cloudera, noting it's expensive for its complexity and maintenance.
  • Users find Cloudera's database to be complex, making it challenging for inexperienced professionals to utilize effectively.
  • Users find Cloudera's setup difficult to learn, particularly challenging for beginners without adequate tutorials or guidance.
  • Users find the poor documentation of Cloudera frustrating, complicating navigation and setup for complex data configurations.
  • Users often face access issues with Cloudera, particularly with unauthorized errors in Airflow tasks and limited documentation.

What Are Recent G2 Reviews of Cloudera?

What Are G2 Users Discussing About Cloudera?

Datacoves

Datacoves is an enterprise DataOps platform with managed dbt Core and Airflow for data transformation and orchestration. We offer VS Code in the browser for dbt development with the ability to include preferred VS Code extensions and Python libraries such as the official Snowflake Extension and Snowpark. You may also optionally use our managed Airbyte and Superset for a full end-to-end solution.

Average Rating: 4.8/5.0

Total Reviews: 19

How Do G2 Users Rate Datacoves?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.1/10)
  • Automation: 9.4/10 (Category avg: 9.0/10)
  • Scalability: 9.3/10 (Category avg: 8.7/10)
  • Auditing: 9.4/10 (Category avg: 8.1/10)

Who Is the Company Behind Datacoves?

  • Seller: Datacoves Inc
  • Year Founded: 2021
  • HQ Location: Thousand Oaks, California
  • Twitter: @datacoves
    475 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 47% Large, 26% Medium

What Do G2 Reviewers Say About Datacoves?

AI-generated summary from verified user reviews

Pros
  • Users commend the ease of setup with Datacoves, appreciating its flexibility and responsive support during implementation.
  • Users appreciate the well-thought-out deployment system of Datacoves, which simplifies workflows and enhances team efficiency.
  • Users value the seamless integrations of Datacoves, enhancing collaboration and efficiency for data engineering teams.
  • Users commend the responsive and knowledgeable customer support of Datacoves, enhancing their implementation experience significantly.
  • Users commend Datacoves for providing exceptional data engineering tools, enhancing collaboration and data quality in organizations.
Cons
  • Users experience poor customer support due to lack of monitoring tools and assumptions about the default environment setup.
  • Users report alert overload, leading to challenges in managing system issues effectively without proper monitoring tools.
  • Users express a need for enhanced dashboard integrations to better monitor activity and manage service bottlenecks.
  • Users may find data limitations frustrating, as they feel constrained by the tools used for ELT integration.
  • Some users may feel frustrated by dependency on specific ELT tools, potentially limiting flexibility and choice.

What Are Recent G2 Reviews of Datacoves?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated April 9, 2026