Best ETL Tools - Page 17

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)

RisingWave

RisingWave is an open-source distributed SQL streaming database designed for the cloud.It is designed to reduce the complexity and cost of building real-time applications. RisingWave consumes streaming data, performs incremental computations when new data comes in, and updates results dynamically. As a database system, RisingWave maintains results in its own storage so that users can access data efficiently. For more details about RisingWave, see https://risingwave.com/.

Who Is the Company Behind RisingWave?

  • Seller: RisingWave Labs
  • Year Founded: 2021
  • HQ Location: San Francisco, US
  • Twitter: @RisingWaveLabs
    3,173 Twitter followers
  • LinkedIn® Page: linkedin.com
    46 employees on LinkedIn®

Rocket Databridge

When corporate decision makers need business data, they expect ready-to-use, up-to-date results. That expectation poses an IT challenge in Unisys environments where DMSII databases are non-relational, while business intelligence (BI) tools support databases that are exclusively relational. Databridge (formerly Attachmate Databridge) inspires cooperation between BI and DMSII in your data-driven environment.

Who Is the Company Behind Rocket Databridge?

  • Seller: Rocket Software
  • Year Founded: 1990
  • HQ Location: Waltham, MA
  • Twitter: @Rocket
    3,532 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4,347 employees on LinkedIn®

Sagent Data Flow

Sagent Data Flow is a flexible integration engine that collates data from disparate sources and provides a comprehensive set of data transformation tools to enhance its business value.

Who Is the Company Behind Sagent Data Flow?

  • Seller: MSPI
  • Year Founded: 2004
  • HQ Location: Makati City, PH
  • LinkedIn® Page: www.linkedin.com
    23 employees on LinkedIn®

Scitara DLX

Scitara Digital Lab Exchange DLX enables plug-and-play connectivity between any device, instrument, application, informatics system, web service, or lab resource. The vendor-neutral system uses a universal connector infrastructure to facilitate automation of workflows, task notifications, and bi-directional data exchange between multiple endpoints in the lab, connecting legacy and current services, applications, and devices. DLX leverages the power of Scitaras Integration Platform-as-a-Service (iPaaS) for Science, a new vendor-agnostic industry category that makes it easy to support legacy systems and integrate new ones. iPaaS for Science is a flexible and adaptable framework for accessing and sharing scientific data across the enterprise. It supports the concept of a Pharma 4.0 transformation, a fully connected laboratory, and a configurable platform.

Who Is the Company Behind Scitara DLX?

  • Seller: Scitara
  • Year Founded: 2019
  • HQ Location: Marlborough, US
  • Twitter: @Scitaracorp
    50 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    87 employees on LinkedIn®

Shakudo

Shakudo ensures compatibility across data tools allowing companies to build the best data infrastructure for their needs. With Shakudo you can mix and match your data tooling to create a more reliable, performant, and cost-effective stack than ever before.

Average Rating: 4.5/5.0

Total Reviews: 2

Who Is the Company Behind Shakudo?

  • Seller: Shakudo
  • Year Founded: 2021
  • HQ Location: Toronto, CA
  • LinkedIn® Page: ca.linkedin.com
    34 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Do G2 Reviewers Say About Shakudo?

AI-generated summary from verified user reviews

Pros
  • Users find Shakudo's connectivity exceptional, effectively integrating various data tools for optimal performance.
  • Users appreciate the seamless data access provided by Shakudo, maximizing the potential of their diverse data tools.
  • Users value Shakudo for its effective data integration, maximizing the utility of diverse data tools in their stack.
  • Users find Shakudo excellent for data management, successfully coordinating tools and optimizing their data stack.
  • Users appreciate Shakudo for its flexible data pipelining, effectively coordinating various tools in their data stack.
Cons
  • Users find limited data transformation capabilities in Shakudo, often needing additional tools for complex tasks.
  • Users find feature limitations in Shakudo, as it lacks robust data transformation capabilities for complex tasks.
  • Users find Shakudo's lack of data transformation features limits their ability to perform complex data manipulations efficiently.
  • Users note a significant lack of functionality in Shakudo, requiring additional tools for complex data manipulation tasks.
  • Users find a lack of data transformation tools in Shakudo, often relying on external tools for complex tasks.

What Are Recent G2 Reviews of Shakudo?

Singer

Simple, Composable, Open Source ETL

Who Is the Company Behind Singer?

SSIS Data Flow Components for DB2

Who Is the Company Behind SSIS Data Flow Components for DB2?

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

Stambia Enterprise

Data management is vital for any company wanting to improve its productivity.

Who Is the Company Behind Stambia Enterprise?

StreamAnalytix

StreamAnalytix is an enterprise grade, visual, big data analytics platform for unified streaming and batch data processing based on best-of-breed open source technologies. It supports the end-to-end functionality of data ingestion, enrichment, machine learning, action triggers, and visualization. StreamAnalytix offers an intuitive drag-and-drop visual interface to build and operationalize big data applications five to ten times faster, across industries, data formats, and use cases.

Who Is the Company Behind StreamAnalytix?

  • Seller: Impetus Technologies
  • Year Founded: 1996
  • HQ Location: Los Gatos, California, United States
  • Twitter: @impetustech
    1,596 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4,324 employees on LinkedIn®
Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated April 9, 2026