Best Enterprise ETL Tools - Page 2

How Many ETL Tools Products Does G2 Track?

Total Products under this Category: 273

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
  • 19,700+ Authentic Reviews
  • 273+ 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, Alteryx, Google Cloud BigQuery, IBM StreamSets, Informatica Data Integration and Engineering, Celigo, Boomi Data Integration, and Azure Data Factory.

Underlying data: [Grid® JSON](https://www.g2.com/categories/etl-tools/grids.json?focus%5B%5D=databricks&focus%5B%5D=alteryx&focus%5B%5D=google-cloud-bigquery&focus%5B%5D=ibm-streamsets&focus%5B%5D=informatica-data-integration-and-engineering&focus%5B%5D=celigo&focus%5B%5D=boomi-data-integration&focus%5B%5D=azure-data-factory&segment=enterprise)

dbt

dbt is a transformation workflow that lets data teams quickly and collaboratively deploy analytics code following software engineering best practices like modularity, portability, CI/CD, and documentation. Now anyone who knows SQL can build production-grade data pipelines.

Average Rating: 4.7/5.0

Total Reviews: 208

How Do G2 Users Rate dbt?

  • Has the product been a good partner in doing business?: 8.6/10 (Category avg: 9.1/10)
  • Automation: 9.4/10 (Category avg: 9.0/10)
  • Scalability: 9.2/10 (Category avg: 8.7/10)
  • Auditing: 8.3/10 (Category avg: 8.2/10)

Who Is the Company Behind dbt?

  • Seller: Fivetran
  • Year Founded: 2012
  • HQ Location: Oakland, CA
  • Twitter: @fivetran
    5,767 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,902 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Engineer, Analytics Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 56% Medium, 27% Small

What Do G2 Reviewers Say About dbt?

AI-generated summary from verified user reviews

Pros
  • Users find dbt's ease of use exceptional, with straightforward setup and intuitive features enhancing their data transformation processes.
  • Users appreciate the maintainability and clarity of dbt's SQL code base, enhancing collaboration and data transformations.
  • Users value the automation of data workflows with dbt, enhancing maintainability and collaboration in SQL transformations.
  • Users love the ease of transforming data with dbt, allowing for organized and efficient analytics workflows.
  • Users value the data quality of dbt, praising its effectiveness in ensuring data integrity and operational efficiency.
Cons
  • Users find that dbt has limited functionality due to rigidness and complex debugging, hindering project progress.
  • Users face dependency issues in dbt, as model errors and upstream changes complicate troubleshooting and disrupt workflows.
  • Users find the steep learning curve of dbt daunting, needing mastery of concepts like Jinja and Git.
  • Users encounter poor error handling with unclear messages, making troubleshooting frustrating and complicating the user experience.
  • Users often face confusing error reporting and unclear messages, making troubleshooting and identifying issues challenging.

What Are Recent G2 Reviews of dbt?

What Are G2 Users Discussing About dbt?

FME Platform

FME, made by Safe Software, is the only All-Data, Any-AI Enterprise Integration Platform connecting all your data, applications, and AI services. All Data Velocities - Whether it’s batch, event, or stream processing, FME delivers you no-code business orchestration and automation. All Data Locations - Wherever your data is - in the cloud, on-premises, or both - FME matches your data landscape with processing, increasing scalability, agility, and security. All Data Types - From databases to business systems to IoT, you name it, we connect it. As the only integration platform with support for spatial data, FME delivers new insights so you can make better decisions and stay ahead of the competition. Any AI Technology - Power your workflows with the right data at the right time regardless of modality, location or data velocity. FME powers real-time, context-aware automation, scaling AI where and how you need it.

Average Rating: 4.6/5.0

Total Reviews: 127

How Do G2 Users Rate FME Platform?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.1/10)
  • Automation: 9.4/10 (Category avg: 9.0/10)
  • Scalability: 8.1/10 (Category avg: 8.7/10)
  • Auditing: 8.8/10 (Category avg: 8.2/10)

Who Is the Company Behind FME Platform?

  • Seller: Safe Software
  • Company Website:
  • Year Founded: 1993
  • HQ Location: British Columbia, Canada
  • Twitter: @SafeSoftware
    4,972 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    346 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Analyst, GIS Analyst
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 47% Medium, 26% Small

What Do G2 Reviewers Say About FME Platform?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the user-friendly interface of FME Platform, making data workflows efficient and enjoyable to manage.
  • Users value the widespread data handling capabilities of the FME Platform, simplifying complex data workflows seamlessly.
  • Users laud FME Platform for its automation capabilities, enhancing productivity and streamlining complex data workflows effortlessly.
  • Users value the powerful automation and flexibility of FME Platform, enhancing data workflows and productivity significantly.
  • Users value the versatile data transformation capabilities of FME Platform, enhancing workflows and enabling efficient data handling.
Cons
  • Users often find the excessive complexity of FME Platform's automation features overwhelming, especially for less technical users.
  • Users find the pricing model expensive, particularly impacting smaller teams and individual power users seeking affordable options.
  • Users face a steep learning curve with FME Platform, particularly due to its complex UI and technical demands.
  • Users find the steep learning curve of FME Platform challenging, complicating their ability to navigate and understand the software.
  • Users express concerns over pricing issues, finding it increasingly expensive and unfavorable for smaller teams and individual users.

What Are Recent G2 Reviews of FME Platform?

What Are G2 Users Discussing About FME Platform?

ILUM

Ilum: A Data Platform Built by Data Engineers, for Data Engineers Ilum is a Data Lakehouse platform that unifies data management, distributed processing, analytics, and AI workflows for AI engineers, data engineers, data scientists, and analysts. It belongs to the Data Platform, Data Lakehouse, and Data Engineering software categories and supports flexible deployment across cloud, on-premise, and hybrid environments. Ilum enables technical teams to build, operate, and scale modern data infrastructure using open standards. It integrates tools for batch processing, stream processing, notebook-based exploration, workflow orchestration, and business intelligence, All In a Single Platform. Ilum supports modern open table formats like Delta Lake, Apache Iceberg, Apache Hudi, and Apache Paimon. It also offers native integration with Apache Spark and Trino for compute, with Apache Flink support currently in development. Key features include: - SQL Editor: Query Delta, Iceberg, Hudi, or Spark SQL with autocomplete, result previews, and metadata inspection. - Data Lineage & Catalog: Visualize data flow using OpenLineage and explore datasets through a searchable Data Catalog. - Notebook Integration: Use built-in Jupyter notebooks pre-wired to Spark, metadata, and your data environment for exploration or modeling. - Spark Job Management: Submit, monitor, and debug Spark jobs with integrated logs, metrics, scheduling, and a built-in Spark History Server. - Trino Support: Run federated queries across multiple data sources using Trino directly from within Ilum. - Declarative Pipelines: Define repeatable ETL and analytics pipelines, with dependency tracking and recovery logic. - Automatic ERD Diagrams: Instantly generate ER diagrams from schemas to aid in data understanding and onboarding. - ML Experimentation & Tracking: Includes MLflow for managing experiments, tracking parameters, metrics, and artifacts, fully integrated with notebooks and data pipelines to streamline model development workflows. - AI Integration & Deployment: Supports both classical ML and modern AI use cases, including GenAI workflows, vector search, and embedding-based applications. Models can be registered, versioned, and deployed for inference within declarative pipelines. - Built-in AI Agent Interface: Ilum integrates, providing a GPT-style interface to interact with your data, trigger pipelines, generate SQL, or explore metadata using natural language, bringing GenAI capabilities directly into your data platform. - BI Dashboards: Native support for Apache Superset, with JDBC integration for Tableau, Power BI, and other BI tools. Additional highlights: - Multi-Cluster Management: Connect multiple Spark or Kubernetes clusters to scale and isolate workloads. - Fine-Grained Access Control: LDAP, OAuth2, and Hydra integration for secure, role-based access. - Hybrid Ready: Designed to replace Databricks or Cloudera in environments where cloud adoption is partial, regulated, or not possible.

Average Rating: 4.9/5.0

Total Reviews: 23

How Do G2 Users Rate ILUM?

  • Has the product been a good partner in doing business?: 9.7/10 (Category avg: 9.1/10)
  • Automation: 10.0/10 (Category avg: 9.0/10)
  • Scalability: 10.0/10 (Category avg: 8.7/10)
  • Auditing: 10.0/10 (Category avg: 8.2/10)

Who Is the Company Behind ILUM?

  • Seller: Ilum
  • Company Website:
  • Year Founded: 2019
  • HQ Location: Santa Fe, US
  • Twitter: @IlumCloud
    19 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    5 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Telecommunications
  • Company Size: 52% Large, 35% Medium

What Do G2 Reviewers Say About ILUM?

AI-generated summary from verified user reviews

Pros
  • Users praise ILUM for its ease of use, with a clean UI and quick deployment enhancing productivity and workflow.
  • Users praise ILUM for its seamless integration, user-friendly interface, and excellent customer support, streamlining data management effectively.
  • Users value the seamless integrations of ILUM, enhancing productivity by connecting various systems and streamlining workflows.
  • Users love the ease of setup with ILUM, noting quick deployments and user-friendly interfaces that enhance productivity.
  • Users value the easy integrations of ILUM, enhancing their data workflows and simplifying complex processes effortlessly.
Cons
  • Users note that the complex setup of ILUM can be challenging, requiring time and effort to configure properly.
  • Users note the difficult setup of ILUM, requiring experimentation and digging for advanced configurations and integrations.
  • Users note the steep learning curve for new users, though intuitive daily use improves after initial setup.
  • Users note that the UX could be improved with more intuitive navigation and clearer configuration options.
  • Users find ILUM's complexity in advanced configurations may require time and effort to fully navigate and optimize.

What Are Recent G2 Reviews of ILUM?

Funnel

Funnel is the marketing intelligence platform for organizations that need dependable marketing data everywhere decisions are made. Funnel collects, stores and prepares marketing data from every source, then makes it available for reporting, measurement, AI workflows and your BI tools or warehouse, all from one trusted foundation. Consistent definitions and complete historical data mean the numbers hold up no matter where the data is used. Data Hub is the core platform. Measure adds marketing mix modeling, attribution and incrementality testing on top.

Average Rating: 4.5/5.0

Total Reviews: 189

How Do G2 Users Rate Funnel?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.1/10)
  • Automation: 8.9/10 (Category avg: 9.0/10)
  • Scalability: 8.6/10 (Category avg: 8.7/10)
  • Auditing: 7.0/10 (Category avg: 8.2/10)

Who Is the Company Behind Funnel?

  • Seller: Funnel
  • Company Website:
  • Year Founded: 2014
  • HQ Location: Stockholm, Sweden
  • Twitter: @funnel_io
    21 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    393 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Marketing and Advertising, Retail
  • Company Size: 47% Small, 43% Medium

What Do G2 Reviewers Say About Funnel?

AI-generated summary from verified user reviews

Pros
  • Users find Funnel's ease of use remarkable, streamlining data integration and reporting effortlessly across platforms.
  • Users love the seamless integrations Funnel offers, effortlessly centralizing data from numerous platforms for clear insights.
  • Users love the easy data integration of Funnel, seamlessly connecting marketing and analytics platforms for unified insights.
  • Users value the user-friendly data management capabilities of Funnel, simplifying data centralization and workflow customization.
  • Users appreciate the extensive number of connectors Funnel offers, making integration with various platforms straightforward and beneficial.
Cons
  • Users find the learning curve challenging initially, particularly with data source configurations and connections.
  • Users feel the product is expensive, particularly when needing integrations and facing additional fees for basic connectors.
  • Users find limited connectors and scalability issues frustrating, affecting the overall efficiency of their data integration tasks.
  • Users find missing features in Funnel, such as limited scalability and basic connector fees, frustrating their overall experience.
  • Users experience slow performance, especially with processing time for large data volumes and limited scalability.

What Are Recent G2 Reviews of Funnel?

What Are G2 Users Discussing About Funnel?

Clarisights

Clarisights is the leading marketing analytics platform for Enterprises. Connect, visualize and explore all your marketing data in one place. Go from a cross-channel overview to in-depth campaign deep dives in a few clicks. From questions to insights in minutes. With Clarisights, performance marketers can move freely with data to iterate fast and accelerate testing cycles. Without relying on SQL, waiting for data teams or manual reporting in spreadsheets. Trusted by the most sophisticated Marketing teams, including those at Uber, Delivery Hero, HelloFresh, About You, and On.

Average Rating: 4.9/5.0

Total Reviews: 63

How Do G2 Users Rate Clarisights?

  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 9.1/10)
  • Automation: 9.8/10 (Category avg: 9.0/10)
  • Scalability: 9.7/10 (Category avg: 8.7/10)
  • Auditing: 9.9/10 (Category avg: 8.2/10)

Who Is the Company Behind Clarisights?

  • Seller: Clarisights
  • Year Founded: 2018
  • HQ Location: Lewes, US
  • Twitter: @Clarisights
    1,117 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    33 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Apparel & Fashion, Consumer Goods
  • Company Size: 79% Large, 17% Medium

What Do G2 Reviewers Say About Clarisights?

AI-generated summary from verified user reviews

Pros
  • Users find Clarisights to be intuitive and easy to use, streamlining complex reporting and data analysis processes efficiently.
  • Users commend Clarisights for its intuitive design and flexibility, greatly enhancing reporting and data analysis efficiency.
  • Users value the intuitive and customizable dashboards of Clarisights, enhancing efficient data analysis and insights.
  • Users value the centralized data management of Clarisights, enhancing their efficiency and collaboration across marketing efforts.
  • Users value the intuitive and flexible dashboards of Clarisights, allowing easy data exploration and performance analysis.
Cons
  • Users experience integration issues that can be confusing, but the support team effectively assists with solutions.
  • Users note a slight learning curve with Clarisights, especially for those transitioning from spreadsheets, but find onboarding helpful.
  • Users face technical issues when renaming campaigns, complicating the integration process despite supportive accountant assistance.
  • Users find data limitations hinder their ability to derive deeper insights from search advertising efforts.
  • Users face a lack of customization in Clarisights, hindering deeper analysis of search and shopping ad performance.

What Are Recent G2 Reviews of Clarisights?

Adverity

Adverity is the marketing data intelligence company seen as the foundation that makes enterprise marketing AI work. Adverity Connect is an enterprise-grade marketing ETL. It pulls data from 600+ sources, harmonizes it so metrics are comparable across platforms, monitors it continuously for quality, and delivers it into the customer's warehouse. The data foundation for marketing. Adverity Atlas is a marketing knowledge layer. It sits on top of any data warehouse and gives AI the knowledge and context to work accurately on marketing data. Use it through the UI and it works as an autonomous marketing analyst. Connect it to your own AI program and it becomes the knowledge layer your agents run on. Connect builds the data foundation. Adverity Atlas is the knowledge layer that makes marketing AI work. Built from a decade of enterprise brand and agency deployments representing over $80 billion in managed ad spend.

Average Rating: 4.4/5.0

Total Reviews: 316

How Do G2 Users Rate Adverity?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.1/10)
  • Automation: 9.1/10 (Category avg: 9.0/10)
  • Scalability: 8.3/10 (Category avg: 8.7/10)
  • Auditing: 7.9/10 (Category avg: 8.2/10)

Who Is the Company Behind Adverity?

  • Seller: Adverity GmbH
  • Company Website:
  • Year Founded: 2015
  • HQ Location: Vienna, Austria
  • Twitter: @myadverity
    1,757 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    332 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Analyst, Data Engineer
  • Top Industries: Marketing and Advertising, Information Technology and Services
  • Company Size: 44% Medium, 38% Small

What Do G2 Reviewers Say About Adverity?

AI-generated summary from verified user reviews

Pros
  • Users find Adverity's platform to be incredibly easy to use, enhancing data integration and minimizing management headaches.
  • Users appreciate the easy centralization and standardization of data, enhancing marketing and business insights effectively.
  • Users value the extensive integrations of Adverity, enabling seamless connection to various data sources and tools.
  • Users value the easy integrations in Adverity, streamlining data centralization from various sources effortlessly.
  • Users commend the responsive customer support of Adverity, ensuring timely assistance and effective solutions during setup and beyond.
Cons
  • Users experience time-consuming processes with Adverity, particularly when dealing with large-scale data pipelines and automation delays.
  • Users experience data management issues with unrecoverable mistakes and difficulty in tracking changes, impacting usability.
  • Users experience a lack of information due to unclear error messages and insufficient ticket follow-up, causing frustration.
  • Users experience time delays in data pipeline processes, impacting efficiency and confidence in scalability and reporting.
  • Users warn of a difficult learning curve with Adverity, requiring more support for effective use of its features.

What Are Recent G2 Reviews of Adverity?

What Are G2 Users Discussing About Adverity?

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: 8.2/10)

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
    315 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Oil & Energy
  • Company Size: 55% 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 easy integrations in Frends, appreciating its simple setup and supportive customer service.
  • Users value the sophisticated integrations of Frends, finding it user-friendly and highly promising for future developments.
  • Users appreciate the integration capabilities of Frends, finding it easy to build and monitor complex scenarios.
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?

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: 8.2/10)

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
    4,399 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?

KNIME

KNIME helps everybody make sense of data. Its free and open source KNIME Analytics Platform enables anyone — whether they come from a business, technical or data background — to intuitively work with data, every day. KNIME Business Hub is the commercial complement to KNIME Analytics Platform and enables users to collaborate on data science and share insights across the organization. Together, the products support the complete data science lifecycle, allowing teams at all levels of analytics readiness to support the operationalization of data and to build a scalable data science practice.

Average Rating: 4.5/5.0

Total Reviews: 117

How Do G2 Users Rate KNIME?

  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 9.1/10)
  • Automation: 10.0/10 (Category avg: 9.0/10)
  • Scalability: 10.0/10 (Category avg: 8.7/10)
  • Auditing: 10.0/10 (Category avg: 8.2/10)

Who Is the Company Behind KNIME?

  • Seller: KNIME
  • Company Website:
  • Year Founded: 2008
  • HQ Location: Zurich, Switzerland
  • Twitter: @knime
    7,998 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    244 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Higher Education
  • Company Size: 39% Large, 34% Medium

What Do G2 Reviewers Say About KNIME?

AI-generated summary from verified user reviews

Pros
  • Users find KNIME's ease of use enhances productivity, enabling even non-technical individuals to build workflows effortlessly.
  • Users find KNIME's coding ease remarkable, enabling effortless workflows without requiring extensive technical skills.
  • Users find KNIME to be an easy-to-learn platform, enabling quick workflow creation without coding skills.
  • Users find KNIME easy to learn and start delivering results, thanks to its intuitive visual workflow interface.
  • Users love the easy and intuitive data visualization capabilities of KNIME, enhancing understanding and communication of data insights.
Cons
  • Users find the initial learning curve challenging, especially for those unfamiliar with data science concepts and visual programming.
  • Users face memory usage issues with KNIME, leading to slow performance, especially with larger files and operations.
  • Users report storage limitations with KNIME, leading to performance issues and difficulties with large datasets.
  • Users note that data management issues hinder their experience, especially with file handling and certain databases.
  • Users find the lack of learning resources for KNIME to be a significant barrier to effective usage.

What Are Recent G2 Reviews of KNIME?

What Are G2 Users Discussing About KNIME?

Hevo Data

Hevo is a no-code ELT platform built on three principles: simplicity, reliability, and transparency. Connect your sources to leading data warehouses in 5 minutes with no engineering effort required. With automated scaling, fault-tolerant architecture, transparent pricing, and end-to-end visibility, Hevo keeps your data accurate and your pipelines running smoothly. Trusted by over 2,000 data teams across 45+ countries, Hevo brings all your data together through an intuitive experience that gets pipelines up and running in just a few clicks, so you can spend less time maintaining infrastructure and more time using your data.

Average Rating: 4.4/5.0

Total Reviews: 288

How Do G2 Users Rate Hevo Data?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.1/10)
  • Automation: 8.9/10 (Category avg: 9.0/10)
  • Scalability: 8.6/10 (Category avg: 8.7/10)
  • Auditing: 8.1/10 (Category avg: 8.2/10)

Who Is the Company Behind Hevo Data?

  • Seller: Hevo Data
  • Company Website:
  • Year Founded: 2017
  • HQ Location: San Francisco, California
  • Twitter: @HevoData
    830 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    246 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Engineer, Data Analyst
  • Top Industries: Computer Software, Financial Services
  • Company Size: 49% Medium, 39% Small

What Do G2 Reviewers Say About Hevo Data?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Hevo Data, finding the no-code interface and drag-and-drop functionality beneficial.
  • Users value the excellent customer support of Hevo Data, ensuring assistance is available whenever needed.
  • Users find easy integrations with Hevo Data remarkable, simplifying data collection and ETL pipeline setup without coding.
  • Users find Hevo Data's easy setup with no-code drag-and-drop features incredibly efficient for building ETL pipelines.
  • Users love Hevo Data for its no-code drag-and-drop interface, simplifying ETL pipeline implementation and integration.
Cons
  • Users find Hevo Data to be a bit expensive, which can be a concern for budget-conscious teams.
  • Users find the pricing issues of Hevo Data to be somewhat high despite the offered integrations.
  • Users experience limited customization, finding it challenging to handle complex transformations and lacking intuitive UI options.
  • Users face limited customization and transformation capabilities in Hevo Data, impacting complex data handling.
  • Users find the setup complex, with initial confusion affecting their experience and understanding of costs.

What Are Recent G2 Reviews of Hevo Data?

What Are G2 Users Discussing About Hevo Data?

Alteryx Designer Cloud

Designer Cloud powered by Trifacta is part of the Alteryx Analytics Cloud platform. Designer Cloud democratizes data analytics across the organization with an open and interactive cloud platform for anyone who works with data to collaboratively profile, prepare, and pipeline data for analytics and machine learning. Organizations can connect to any data source, across all major cloud data platforms, and integrate Alteryx Analytics Cloud seamlessly into the existing data stack. Designer Cloud provides an interactive, visual user experience with AI/ML-based suggestions to guide users through the exploration and transformation of any dataset.

Average Rating: 4.4/5.0

Total Reviews: 151

How Do G2 Users Rate Alteryx Designer Cloud?

  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.1/10)
  • Automation: 8.9/10 (Category avg: 9.0/10)
  • Scalability: 8.7/10 (Category avg: 8.7/10)
  • Auditing: 8.0/10 (Category avg: 8.2/10)

Who Is the Company Behind Alteryx Designer Cloud?

  • Seller: Alteryx
  • Year Founded: 1997
  • HQ Location: Irvine, CA
  • Twitter: @alteryx
    26,149 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,312 employees on LinkedIn®
  • Ownership: Private

Who Uses This Product?

  • Top Industries: Information Technology and Services, Hospital & Health Care
  • Company Size: 35% Small, 35% Large

What Are Recent G2 Reviews of Alteryx Designer Cloud?

What Are G2 Users Discussing About Alteryx Designer Cloud?

CloverDX

CloverDX is the data integration platform that combines engineering-led pipelines, an AI Assistant, and self-service tools for business users. There's no managed SaaS here: you self-host CloverDX on your own terms, on-prem, in your own cloud, or hybrid, so your data and infrastructure stay under your control. CloverDX streamlines the entire ETL lifecycle, from ingestion and processing to delivery and consumption, enhancing productivity and fostering trust in data. The platform is used by organizations of all sizes, helping companies optimize and orchestrate their data workflows, reduce manual work and errors, and ensure compliance with data governance standards. Data engineers and technical users build and automate pipelines in a visual + code interface, backed by an AI Assistant that plans, builds, tests, and documents pipelines from a spec, sample data, or a natural-language prompt. Every step it generates stays visible and editable, so engineers stay in control while spending less time on boilerplate and more time on architecture and review. Business users get their own Wrangler Assistant, describing what they need in plain language and getting back transparent, editable transformation steps, so they can take on data quality, data prep, and master data management tasks without needing IT intervention. This frees up technical resources across the board. CloverDX supports a wide range of data sources and formats, enabling users to ingest data from various systems. Robust transformation capabilities allow users to clean, enrich, and manipulate data to meet specific business requirements, including using AI directly within pipelines to classify, extract, anonymize, or summarize data. Every AI capability runs on a bring your own key (BYOK) or bring your own model (BYOM) basis: connect your own account with Anthropic, OpenAI, Azure OpenAI, or Google, or run models entirely on your own infrastructure for data that never leaves your environment. There's no CloverDX-run AI service in the middle, so you stay in control of the provider, the cost, and what data gets shared. CloverDX also offers advanced automation features, including AI-assisted monitoring and diagnostics that flag issues before they become problems, minimizing manual intervention and reducing the risk of errors. CloverDX helps maintain data integrity and accountability throughout the data lifecycle, with full version control and audit trails. Users can track changes and access historical data versions, ensuring they can rely on the accuracy of data at all times. Governance always comes first: admins can set organization-wide guardrails on what data reaches an AI provider, or disable external AI sharing entirely for regulated environments. CloverDX is a versatile, flexible data integration solution that addresses the needs of both technical and non-technical users. By combining self-hosted deployment freedom, AI-powered productivity, robust processing capabilities, and a user-friendly interface, it empowers organizations to manage their data more effectively, ultimately leading to better insights, enhanced collaboration and alignment, and improved business outcomes.

Average Rating: 4.3/5.0

Total Reviews: 73

How Do G2 Users Rate CloverDX?

  • 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: 8.3/10 (Category avg: 8.7/10)
  • Auditing: 7.6/10 (Category avg: 8.2/10)

Who Is the Company Behind CloverDX?

  • Seller: CloverDX
  • Company Website:
  • Year Founded: 2002
  • HQ Location: Prague
  • Twitter: @CloverDX
    1,237 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    56 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services, Information Technology and Services
  • Company Size: 40% Medium, 36% Large

What Do G2 Reviewers Say About CloverDX?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of CloverDX, enjoying streamlined workflows and simple data management and conversion.
  • Users value the automation capabilities of CloverDX, which simplifies workflow management and enhances data operations.
  • Users value the easy integrations of CloverDX, simplifying data transformations and enhancing productivity across various projects.
  • Users highlight the simple and effective automation capabilities of CloverDX, enhancing productivity with ease of use.
  • Users appreciate CloverDX's simple and effective user interface, making automation and training straightforward and efficient.
Cons
  • Users find poor documentation lacking in detail, making it challenging to effectively utilize CloverDX's components and features.
  • Users find that CloverDX has a steep learning curve, particularly at the beginning of their experience.
  • Users report connection issues with CloverDX, especially with limited SFTP connectivity and heavy data transfer times.
  • Users find the unclear documentation frustrating, wishing for more detailed examples and guidance for better comprehension.
  • Users find the usability complex, making navigation difficult and hindering full utilization of CloverDX's features.

What Are Recent G2 Reviews of CloverDX?

What Are G2 Users Discussing About CloverDX?

Supermetrics

Supermetrics helps marketers go AI-first - from insight to action. Founded in 2013 and headquartered in Helsinki, Finland, Supermetrics unifies the marketing workflow, connecting the full breadth of marketing and advertising data sources through to AI-powered analysis and activation, so businesses spend less time wrangling data and more time on strategic growth. Built for marketers, analysts, and BI professionals, Supermetrics serves organizations from small startups to large enterprises that rely on multiple data sources such as Google Analytics, Facebook Ads, HubSpot and Shopify - consolidating everything into the destination of their choice - spreadsheets, data warehouses, or AI assistants via native MCP support. Teams can connect and automate their marketing and advertising reporting without deep technical expertise, cutting the manual work and errors that come with pulling data by hand, and freeing up time for analysis and strategy instead of data collection. Supermetrics pairs a user-friendly interface with a library of templates and pre-built reports, making it fast to visualize data and get to an answer. The platform is trusted by 200,000+ organizations globally, including L’Oréal, BBC, and Heineken, across 120 countries. Supermetrics serves organizations of every size, from small and mid-sized businesses that need enterprise-grade reporting without enterprise overhead, to global brands such as Nestlé, Warner Bros, and Dyson, to agencies managing dozens of client accounts. The platform is SOC 2 Type II and ISO 27001 certified, GDPR and CCPA compliant, and backed by 24/5 global support. Its recognition as one of G2’s Top 50 Best EMEA Software Companies reflects an ongoing investment in innovation for data-driven marketing teams looking to move from manual reporting to AI-powered decisions.

Average Rating: 4.4/5.0

Total Reviews: 817

How Do G2 Users Rate Supermetrics?

  • Has the product been a good partner in doing business?: 8.2/10 (Category avg: 9.1/10)
  • Automation: 8.5/10 (Category avg: 9.0/10)
  • Scalability: 8.6/10 (Category avg: 8.7/10)
  • Auditing: 8.1/10 (Category avg: 8.2/10)

Who Is the Company Behind Supermetrics?

  • Seller: Supermetrics
  • Company Website:
  • Year Founded: 2013
  • HQ Location: Helsinki, Uusimaa
  • Twitter: @Supermetrics
    7,832 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    427 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Digital Marketing Manager, CEO
  • Top Industries: Marketing and Advertising, Retail
  • Company Size: 55% Small, 35% Medium

What Do G2 Reviewers Say About Supermetrics?

AI-generated summary from verified user reviews

Pros
  • Users find Supermetrics to be extremely easy to use, streamlining complex data into clear, accessible reports effortlessly.
  • Users value the extensive data source integrations in Supermetrics, streamlining their reporting and data management processes effectively.
  • Users praise the excellent customer support of Supermetrics, noting its quick, personal, and effective assistance.
  • Users value the easy integrations of Supermetrics, facilitating seamless connections and efficient reporting across platforms.
  • Users love the time-saving automation of Supermetrics, drastically increasing efficiency in reporting and data management.
Cons
  • Users find Supermetrics expensive and wish for more flexible subscription options to suit their needs better.
  • Users face missing features in Supermetrics, struggling with product feeds and filter functionalities in their workflow.
  • Users point out pricing issues, feeling the subscription doesn't reflect usage and lacks flexible options for connectors.
  • Users are frustrated by the data limitations of Supermetrics, particularly missing GA4 funnel events and incomplete KPI access.
  • Users find data limitations frustrating, including restricted KPIs and difficulties in connecting sources, affecting usability and costs.

What Are Recent G2 Reviews of Supermetrics?

What Are G2 Users Discussing About Supermetrics?

Skyvia

Skyvia is a no-code cloud data integration and data pipeline platform that enables ETL, ELT, Reverse ETL, data migration, one-way and bi-directional data sync, workflow automation, real-time connectivity, and much more. Benefits of Using Skyvia: • Cost efficiency: With affordable, flexible pricing plans for each product, Skyvia suites for businesses of any size. • Ease of Use: Based on extensive customer feedback, ease of use is Skyvia's strongest quality. • Flexibility: Skyvia provides adaptable, no-code integration tools for both basic and advanced business scenarios. • Trust: Skyvia is trusted by thousands of data-driven organizations around the globe. With a vast library of 200+ connectors, Skyvia provides seamless integration among various cloud applications, databases, and data warehouses, including Salesforce, Dynamics CRM, QuickBooks Online, SQL Server, Amazon Redshift, Google BigQuery, and others.

Average Rating: 4.8/5.0

Total Reviews: 320

How Do G2 Users Rate Skyvia?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.1/10)
  • Automation: 9.4/10 (Category avg: 9.0/10)
  • Scalability: 9.3/10 (Category avg: 8.7/10)
  • Auditing: 9.0/10 (Category avg: 8.2/10)

Who Is the Company Behind Skyvia?

  • Seller: Devart
  • Year Founded: 1997
  • HQ Location: Wilmington, Delaware, USA
  • Twitter: @DevartSoftware
    1,736 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    251 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, CTO
  • Top Industries: Information Technology and Services, Marketing and Advertising
  • Company Size: 52% Small, 41% Medium

What Do G2 Reviewers Say About Skyvia?

AI-generated summary from verified user reviews

Pros
  • Users value the intuitive interface of Skyvia, making data integration tasks quick and straightforward.
  • Users appreciate the easy integrations provided by Skyvia, enhancing their workflow across multiple platforms effortlessly.
  • Users find the easy setup of Skyvia invaluable, making data integration straightforward and hassle-free for teams.
  • Users laud the easy setup of Skyvia, making integration fast and user-friendly without any coding required.
  • Users value the easy integrations provided by Skyvia, making complex connections simple and efficient.
Cons
  • Users note an information deficiency in Skyvia, citing a lack of detailed documentation and insufficient logging for troubleshooting.
  • Users find the difficult setup of Skyvia challenging, especially with large datasets and complex integrations.
  • Users find the learning curve steep initially, needing time to fully grasp the platform's functionalities.
  • Users find the poor documentation of Skyvia limits effective use, suggesting improvements for clarity and real-world examples.
  • Users face setup difficulties with large datasets and field mapping, which may require extra time and effort.

What Are Recent G2 Reviews of Skyvia?

What Are G2 Users Discussing About Skyvia?

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. Cloudera Anywhere Cloud™: Build and scale applications across any environment. The modular hybrid data and AI platform engineered for the agentic era empowers teams to deploy production-grade data and AI workloads across multi-cloud, on-premises, and sovereign environments while maintaining digital sovereignty. 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: 190

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
    3,505 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?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated