Best ETL Tools - Page 14

How Many ETL Tools Products Does G2 Track?

Total Products under this Category: 319

Category Stats (Nov 2026)

  • Average Rating: 4.55/5 (↓0.01 vs Oct 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: SyntraETL (+1.78%) - Among all products in this category, SyntraETL recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank ETL Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 21,500+ Authentic Reviews
  • 319+ 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, Celigo, Google Cloud BigQuery, Funnel, FME Platform, Fivetran, and Informatica Data Integration and Engineering.

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

Bluemetrix Data Manager

Bluemetrix Data Manager (BDM) is the end-to-end AI data pipeline platform for data and governance teams at regulated enterprises — banks, hospitals, insurers and government bodies that need to move fast without losing control of their data. BDM takes data from ingestion through masking, transformation, quality validation and governance in a single connected pipeline, built visually rather than coded by hand. Sensitive fields are tokenized the moment data lands, transformations are assembled with drag-and-drop tooling instead of custom scripts, and every stage automatically feeds lineage and audit data back into your governance tools, so compliance evidence builds itself as pipelines run, instead of being reconstructed after the fact. Bluemetrix has been building production data and AI pipelines since 2009, among the first in Europe to work with Spark, and has delivered 500+ implementations across financial services, healthcare, insurance and government.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind Bluemetrix Data Manager?

  • Seller: Bluemetrix
  • Year Founded: 2001
  • HQ Location: Cork, IE
  • Twitter: @blue_metrix
    450 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    14 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Bluemetrix Data Manager?

Board Connector

Board Connector is Theobald Software's dedicated SAP interface for the Board platform, giving simulation, analysis, and planning teams direct access to SAP data without an additional data warehouse or complex ETL processes. Business users configure SAP extractions independently via a graphical designer, without relying on IT resources. The connector supports a broad range of SAP objects — tables, BAPIs, queries, reports, and BW cubes, including Table CDC for delta loads — and integrates seamlessly with BI tools, data warehouse platforms, and cloud environments. A built-in statistics dashboard gives full transparency into extraction volumes, error rates, and throughput directly within the Board Connector Designer, helping teams monitor and optimize their SAP data flows as usage scales. Learn more and try it for free: https://theobald-software.com/en/board-connector

Who Is the Company Behind Board Connector?

  • Seller: Theobald Software
  • Year Founded: 2004
  • HQ Location: Stuttgart, DE
  • LinkedIn® Page: www.linkedin.com
    61 employees on LinkedIn®
  • Phone: +49 (0) 7 11 / 46 05 99 0

Cloudiway

Cloudiway is a comprehensive Software-as-a-Service (SaaS) platform designed to facilitate seamless cloud migrations and ensure enterprise coexistence. It enables organizations to efficiently transfer data and content across various cloud environments, including Microsoft 365, Google Workspace, and other platforms, while maintaining data integrity and minimizing downtime. Key Features and Functionality: - Mailbox Migration: Transfers emails, calendars, contacts, and tasks between platforms such as Microsoft Exchange, Google Workspace, Lotus Notes, and Zimbra, ensuring no data loss or business disruption. - File and Site Migration: Migrates files and documents from sources like Google Drive, OneDrive, Box, and Dropbox, preserving permissions and metadata. It also handles complex migrations of collaborative sites, such as Google Sites to SharePoint Online. - Teams and Collaboration Migration: Facilitates the migration of Microsoft Teams, Slack, and Google Chat environments, including channels, conversations, files, and memberships. - Enterprise Coexistence: Ensures seamless collaboration between different email platforms during and after migrations through features like Global Address List synchronization (GALSync) and centralized email signature management. - Device Migration: Supports cross-tenant device migration for Windows devices, preserving user profiles, Outlook configurations, Office licenses, and settings during transitions between Microsoft 365 tenants. Primary Value and Solutions Provided: Cloudiway addresses the complexities associated with cloud migrations by offering a unified platform that supports a wide range of migration scenarios, including tenant-to-tenant consolidations, mergers, divestitures, and platform transitions. Its robust security measures, built on Microsoft Azure infrastructure with SOC 2 Type 2 certification, ensure data protection and compliance throughout the migration process. By automating and streamlining migration tasks, Cloudiway minimizes downtime, reduces operational risks, and enables organizations to achieve a smooth transition to their desired cloud environment.

Average Rating: 4.9/5.0

Total Reviews: 267

How Do G2 Users Rate Cloudiway?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.1/10)

Who Is the Company Behind Cloudiway?

  • Seller: Cloudiway
  • Year Founded: 2010
  • HQ Location: Annecy, Auvergne-Rhône-Alpes
  • Twitter: @cloudiway
    815 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    22 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Virtual Assistant
  • Top Industries: Information Technology and Services, Accounting
  • Company Size: 58% Small, 29% Medium

What Do G2 Reviewers Say About Cloudiway?

AI-generated summary from verified user reviews

Pros
  • Users value the structured and efficient migration process of Cloudiway, enhancing ease and minimizing disruptions.
  • Users commend Cloudiway for its effective tracking features, simplifying migration processes and improving overall productivity.
  • Users appreciate the flexibility and efficiency of Cloudiway, enabling smooth migrations across multiple cloud environments.
  • Users highlight the ease of use of Cloudiway, making data migration quick and stress-free for everyone.
  • Users commend the knowledgeable and prompt customer support of Cloudiway, enhancing the migration experience significantly.
Cons
  • Users find the complex setup process of Cloudiway challenging, requiring time and technical expertise to navigate successfully.
  • Users find the learning difficulty in Cloudiway challenging, requiring time to understand setup and user permissions.
  • Users find complex usability in Cloudiway, requiring more time and support to navigate its extensive features effectively.
  • Users find the poor interface design confusing for new users, impacting overall usability and simplicity.
  • Users note an information deficiency with Cloudiway that hinders user experience and clarity for non-technical audiences.

What Are Recent G2 Reviews of Cloudiway?

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Conduit AI: Analyst and Data Connector

Conduit AI empowers businesses to effortlessly extract valuable insights from diverse data sources, including Shopify, Facebook & Google Ads, Klaviyo, and CRM systems like Pipedrive, HubSpot, and Salesforce. Harness AI-powered analytics for data-driven decisions and performance optimization.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind Conduit AI: Analyst and Data Connector?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Conduit AI: Analyst and Data Connector?

Conecta HUB

Conecta HUB is an ETL integration platform ideal for process automation. Over 90 native connectors for all leading ERP, such as Sage, SAP, Business Central and Ecommerce platforms such as PrestaShop, Shopify and Magento with ready to use templates for simple and complex business processes, including B2B and B2C. Formatting, SQL and other necessary custumizations are available for advanced users. Conecta HUB works not just with cloud but also on-premise solutions. Real-time multi-source and multi-destination synchronization of structured and unstructured data.Optimizes security by not storing customer data, ensuring secure and private information management.

Who Is the Company Behind Conecta HUB?

  • Seller: Conecta Software
  • Year Founded: 2013
  • HQ Location: Santa Cruz de Tenerife, ES
  • Twitter: @ConectaSoftware
    372 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    22 employees on LinkedIn®

CONVAYR

An Integration Solution You Can Afford. Integrate the systems within your business. Access the full target system schemas to map and transform the source data on a scheduled or ad hoc basis. Powerful mapping capabilities allow the transformation of data, including querying the target system in the mapping to enable any transformation imaginable into the target systems. Full cron scheduling of jobs including customisable system downtime, dependencies between connections and deployment via email to allow self-service within the business.

Who Is the Company Behind CONVAYR?

Conversionomics

Cloud based ETL platform that helps businesses collect, aggregate, analyze and report on datasets using automated dashboards. Conversionomics can automate and accelerate your data preparation cycle, even if it means combining thousands of sources, dimensions, and metrics, adding labels and transforming…and having it done by the morning. Set up all the automated connections you want, no per-connection charges. Don’t you hate it when you bump up against limits on connections, or projects, or rows, or MB/TBs of data? We do, too! So, we built a data integration tool that doesn’t do that. APIs available: CSV, Google Ads, Google Analytics, Facebook, Bing, Email, DCM, Google BigQuery, RDB, Sprinklr, Google Sheets, Salesforce, Google Search Ads 360, Google Search Console, Adobe Analytics, Criteo, LinkedIn, SFTP, Twitter, Spotify, Waze, + more coming soon!

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate Conversionomics?

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

Who Is the Company Behind Conversionomics?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Conversionomics?

What Are G2 Users Discussing About Conversionomics?

Crosser

Crosser designs and develops a hybrid-first Streaming Analytics & Integration software for any Cloud, On-premise or Edge. The Crosser Platform enables real-time processing of streaming, event-driven or batch data for Intelligent Pipelines & Automations and for Industrial IoT. All managed from a single Control Center and powered by a low-code and low-effort experience.

Average Rating: 4.5/5.0

Total Reviews: 2

Who Is the Company Behind Crosser?

Who Uses This Product?

  • Company Size: 50% Small, 50% Large

What Are Recent G2 Reviews of Crosser?

dashflow

Dashflow is a cutting-edge marketing optimization platform designed to streamline and enhance your marketing efforts from initial reach to maximizing customer lifetime value. By effortlessly unifying and harmonizing marketing data across all major paid and organic channels, Dashflow empowers businesses to integrate their web and CRM data seamlessly. The platform automates marketing governance, providing actionable insights that drive smarter decision-making and maximize return on investment (ROI). With Dashflow, businesses can optimize their marketing activities, ensuring efficiency and effectiveness at every stage of the customer journey.

Who Is the Company Behind dashflow?

  • Seller: dashflow
  • Year Founded: 2025
  • HQ Location: Zurich, CH
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Datactics Data Quality Suite

Datactics provides AI-augmented self-service data quality and matching software, empowering CDOs, CIOs and data leaders to rapidly measure, match, report and fix data assets. Solutions are data-agnostic and offer interoperability with data lineage, governance and metadata management tools, especially critical in the deployment of data fabric and data mesh architectures. Our team of data engineers provides fast and robust implementation services to help get data initiatives off the ground and secure buy-in across the enterprise.

Average Rating: 4.2/5.0

Total Reviews: 3

How Do G2 Users Rate Datactics Data Quality Suite?

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

Who Is the Company Behind Datactics Data Quality Suite?

Who Uses This Product?

  • Company Size: 100% Small, 33% Medium

What Do G2 Reviewers Say About Datactics Data Quality Suite?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the automation capabilities of Datactics, reducing manual effort and enhancing efficiency in data management tasks.
  • Users value the automated duplicate matching feature, significantly reducing manual efforts and enhancing data management efficiency.
  • Users value the AI-driven automation for enhancing error detection and simplifying complex data processes.
  • Users value the AI-driven automation that simplifies rule creation and enhances data quality management significantly.
  • Users value the AI-driven automation in merging leads, significantly minimizing manual workload and enhancing efficiency.
Cons
  • Users highlight poor handling of unstructured data as a significant area for improvement in Datactics Data Quality Suite.
  • Users identify poor interface design as an area needing improvement, impacting the overall user experience with Datactics.
  • Users highlight the need for improvements in search functionality, which hinders their overall experience with the suite.

What Are Recent G2 Reviews of Datactics Data Quality Suite?

Data Explorer

Data Integration and Universal Database Development IDE. Data Explorer allows you to create complex data integration and ETL scenarios using drag&drop visual designer and scripting languages such as JavaScript. The universal database development IDE is integrated right into Data Explorer. It works equally well with SQL and NoSQL data sources, as well as popular file formats and APIs.

Who Is the Company Behind Data Explorer?

  • Seller: Toolsverse
  • Year Founded: 2016
  • HQ Location: Pittsburgh, US
  • Twitter: @toolsverse
    58 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

DataFactory

Who Is the Company Behind DataFactory?

  • Seller: RightData
  • Year Founded: 2016
  • HQ Location: Atlanta, US
  • Twitter: @GetRightData
    121 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    90 employees on LinkedIn®

Datagator

Datagator protects data at rest, in a database. This is an Extract, Transform, Load (ETL) solution that protects large amounts of data (up to petabytes) being moved from a source to a target

Who Is the Company Behind Datagator?

  • Seller: eXate
  • Year Founded: 2015
  • HQ Location: West End, GB
  • LinkedIn® Page: www.linkedin.com
    28 employees on LinkedIn®

DataGrine Migration Platform

DataGrine Migration Platform moves helpdesk data between customer support platforms: companies, contacts, tickets and conversations with their replies, notes and attachments, and knowledge base articles. Every migration starts with a written field mapping and a sample run of your own records in the destination. The full run happens while your team keeps working, a delta run at cut-over carries only what changed, and every record is logged so a run can be audited or rolled back. Runs are paced to each platform's API allowance. The platform runs Freshdesk and Intercom migrations in both directions, with Zendesk in preview; other routes are delivered by the DataGrine team as a managed migration.

Who Is the Company Behind DataGrine Migration Platform?

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