Best ETL Tools - Page 6

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)

ExtendInsights

Start working from one place without jumping between systems. ExtendInsights connects your business data across NetSuite, Salesforce, HubSpot, Google Analytics, Stripe, Chargebee, and more directly into Excel. There, you can analyze, update, and report on live data without time-consuming exports, CSV processes, or manual rework. Instead of exporting from each system and stitching data together manually, ExtendInsights lets you access everything in one place—live, connected, and ready to go. Writeback is also available for NetSuite, Salesforce, and HubSpot. Whether you’re building live financial reports, updating records in bulk, analyzing saved searches or queries, combining multiple data sources, or creating executive dashboards, ExtendInsights eliminates manual steps and accelerates every part of your workflow. ExtendInsights brings analytics, data management, and financial reporting together in a single Excel-based experience. Create, edit, and update records in NetSuite, Salesforce, and HubSpot while simultaneously analyzing live data, all without switching tools or relying on CSVs. The result is faster workflows, fewer errors, and more time spent on insights instead of data preparation. Your team already works in Excel. Now they can do everything there. Key features: Visualize data using dynamic pivot tables and charts Build fast, accurate, and auditable financial reports Leverage data source security to keep data secure CloudExtend empowers users to make faster, more insightful decisions by creating innovative, user-friendly applications that integrate workplace productivity tools with platforms they use every day to automatically add emails, events, and files to NetSuite from Gmail and Outlook, or use Excel and Power BI to improve reporting and analysis capabilities for popular data sources. Our integration apps eliminate hundreds of hours of manual work, significantly reduce data import times, and provide a 360-degree view of customer activity.

Average Rating: 4.5/5.0

Total Reviews: 48

How Do G2 Users Rate ExtendInsights?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.1/10)
  • Automation: 10.0/10 (Category avg: 9.0/10)
  • Scalability: 5.0/10 (Category avg: 8.7/10)
  • Auditing: 8.3/10 (Category avg: 8.1/10)

Who Is the Company Behind ExtendInsights?

  • Seller: CloudExtend by Celigo
  • Company Website:
  • Year Founded: 2007
  • HQ Location: Redwood City, US
  • Twitter: @cloudextendIO
    253 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    17 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Accounting, Retail
  • Company Size: 54% Medium, 42% Small

What Do G2 Reviewers Say About ExtendInsights?

AI-generated summary from verified user reviews

Pros
  • Users praise the ease of use of ExtendInsights, appreciating simple uploads and efficient data management.
  • Users find the integrations with Excel and other platforms enhance convenience and efficiency in data management.
  • Users value the ease of use and efficiency of ExtendInsights for managing data and simplifying tasks.
  • Users value the accuracy of information provided by ExtendInsights, facilitating effective data-driven decisions.
  • Users value the efficient data analysis capabilities of ExtendInsights, dramatically reducing report preparation time.
Cons
  • Users face data retrieval issues, as ExtendInsights sometimes doesn't read configured data, affecting overall efficiency.
  • Users note that slow data loading hampers efficiency, especially with limited data exposure in SuiteQL.
  • Users find the slow loading of ExtendInsights frustrating, as it hampers their ability to efficiently access data.
  • Users find the slow processing of ExtendInsights frustrating, especially with limited data retrieval speeds from Netsuite.
  • Users find it challenging to determine the appropriate fields for templates, leading to confusion and inefficiency.

What Are Recent G2 Reviews of ExtendInsights?

What Are G2 Users Discussing About ExtendInsights?

COZYROC Solutions

COZYROC Solutions offers world-class On-Premises ETL and Cloud integration solutions with COZYROC.Cloud (iPaaS) COZYROC SSIS+ is a comprehensive suite of 270+ advanced components for developing ETL solutions with Microsoft SQL Server Integration Services. Our easy-to-use, coding-free library of tasks, components and reusable scripts can significantly cut your development time and also improve the execution speed of your SSIS packages. Support for SQL Server 2012-2022 * Major highlights of the 2.2 release * ​Derived Column transformation component, a powerful replacement of the standard Derived Column transformation with support for expressions in JavaScript. https://cozyroc.com/ssis/derived-column * ​Database Source component for loading data from a database table, a view or a SQL command. The component can be configured for ADO.NET, OLE DB and ODBC connection managers. https://cozyroc.com/ssis/database-source * ​ASN.1 Source component for retrieving data from ASN.1 file /BER, CER or DER encoded/ that supports multiple outputs via the composite records pattern. https://cozyroc.com/ssis/asn1-source ​Tableau Source, for consuming data from a Tableau .hyper file (i.e. the latest evolution of Tableau Data Extract). https://cozyroc.com/ssis/tableau-source * The new version includes support for 37 additional applications https://cozyroc.com/blog/cozyroc-ssis-22-now-officially-released * Major highlights of the 2.1 release * XML Destination component: https://www.cozyroc.com/ssis/xml-destination * OFTP connection manager - https://www.cozyroc.com/ssis/oftp-connection * Database Destination component for fast loading and updating data. Insert, Update, Delete or Upsert in row-by-row or bulk-load mode for ADO.NET, OLE DB and ODBC. https://www.cozyroc.com/ssis/database-destination * JSON Source component for retrieving data from JSON documents that supports multiple outputs via the composite records pattern. https://www.cozyroc.com/ssis/json-source * JSON Destination component for generating JSON documents that supports multiple inputs via the composite records pattern. https://www.cozyroc.com/ssis/json-destination * Easier connectivity to any REST service. * Support of Dynamic data flows and composite records modelling * Fast Sort Plus component for sorting of LARGE amounts of data. * EDI components * Additional REST services connectivity https://www.cozyroc.com/ssis/rest-connection COZYROC Solutions has been successfully used by thousands of businesses, in more than 142 countries around the world. ********** COZYROC Cloud - The Simplest Way to SSIS in the Cloud: https://cozyroc.cloud COZYROC Cloud delivers seamless hybrid integrations, effortlessly connecting cloud and on-premises applications and databases, supporting cloud repatriation. * Hosted and hybrid cloud integration solutions * Managed & On-Premises Execution Environments * Webhook Triggers -Automatically run packages by subscribing to external events (via inbound webhooks). * Centralized Management * Superior support for consuming web APIs * Advanced ETL components: Database Destination, Table Difference, Lookup+ * Free during development & testing. Pay only for production use * Avoid cloud lock-in. Be able to transfer ETL processes on premises * Better extensibility. Multiple component vendors. * Lightweight JS-based components

Average Rating: 4.8/5.0

Total Reviews: 33

How Do G2 Users Rate COZYROC Solutions?

  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.1/10)
  • Automation: 8.1/10 (Category avg: 9.0/10)
  • Scalability: 8.1/10 (Category avg: 8.7/10)
  • Auditing: 7.2/10 (Category avg: 8.1/10)

Who Is the Company Behind COZYROC Solutions?

  • Seller: COZYROC
  • Year Founded: 2006
  • HQ Location: Raleigh, NC
  • Twitter: @CozyRoc
    628 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 41% Medium, 38% Large

What Do G2 Reviewers Say About COZYROC Solutions?

AI-generated summary from verified user reviews

Pros
  • Users value the easy integrations of COZYROC Solutions, enhancing workflow and connecting seamlessly with third-party systems.
  • Users find CozyRoc's automation capabilities essential, offering seamless integration and reliable support for various tasks.
  • Users find CozyRoc Solutions easy to use, seamlessly integrating into workflows and simplifying various data tasks.
  • Users value the seamless integrations of CozyRoc Solutions, enhancing their workflow with powerful connections to third-party tools.
  • Users value the automation features of COZYROC Solutions, significantly streamlining ETL processes and enhancing efficiency.
Cons
  • Users find COZYROC Solutions expensive, requiring server access for development and facing inconvenient payment methods.
  • Users find configuration and component complexity can be challenging, requiring time and effort to navigate effectively.
  • Users find the difficult setup challenging initially, though documentation can assist in overcoming these hurdles.
  • Users express concerns about the high licensing cost, feeling restricted by annual re-licensing requirements and server access limitations.
  • Users face challenges with limited functionality, particularly in migrating tasks and accessing features without server login.

What Are Recent G2 Reviews of COZYROC Solutions?

What Are G2 Users Discussing About COZYROC Solutions?

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: 8.1/10)

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
    2,304 employees on LinkedIn®
  • Ownership: Private

Who Uses This Product?

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

What Are Recent G2 Reviews of Alteryx Designer Cloud?

What Are G2 Users Discussing About Alteryx Designer Cloud?

hotglue

hotglue is a developer-first embedded iPaaS founded by engineers to help B2B SaaS companies like Chargebee, Instructure, and SpotOn offer integrations in their product with other platforms. Based out of Washington DC, our team focuses on providing robust integration solutions that developers actually want to use. Our platform offers pre-built connectors to hundreds of SaaS applications (like Salesforce, NetSuite, Quickbooks, and more) while maintaining code-level control, custom transformations, and complete white-labeling capabilities. We handle the authentication, infrastructure, and connection UI while giving developers the flexibility they need. hotglue transforms integrations from engineering challenges into sales advantages for early-stage B2B SaaS companies. We enable teams to rapidly deploy customer-facing integrations that feel native to your product, helping close deals faster with significantly less engineering effort.

Average Rating: 4.9/5.0

Total Reviews: 42

How Do G2 Users Rate hotglue?

  • Has the product been a good partner in doing business?: 9.9/10 (Category avg: 9.1/10)
  • Automation: 9.9/10 (Category avg: 9.0/10)
  • Scalability: 9.9/10 (Category avg: 8.7/10)
  • Auditing: 8.5/10 (Category avg: 8.1/10)

Who Is the Company Behind hotglue?

  • Seller: hotglue
  • Year Founded: 2019
  • HQ Location: Washington , US
  • Twitter: @hotgluexyz
    119 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    20 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CTO
  • Top Industries: Computer Software
  • Company Size: 76% Small, 19% Medium

What Do G2 Reviewers Say About hotglue?

AI-generated summary from verified user reviews

Pros
  • Users value the speed and ease of integration with Hotglue, allowing quick setup and smooth functionality.
  • Users value the customizable integrations of Hotglue, significantly enhancing diverse customer offerings and streamlining data processes.
  • Users praise the responsive customer support of Hotglue, enhancing their experience and troubleshooting effortlessly.
  • Users value the easy integrations with Hotglue, enabling quick setup and access to diverse customer systems.
  • Users value the implementation ease of Hotglue, enabling quick and hassle-free data integration without extensive technical skills.
Cons
  • Users find difficult configuration challenging with Hotglue, but support is available to help navigate complexities effectively.
  • Users find the poor documentation challenging, especially for advanced configurations, despite strong support from the Hotglue team.
  • Users find the initial setup complex, but appreciate the excellent support available to ease the configuration process.
  • Users find the complexity in managing workflows of Hotglue overwhelming, suggesting a need for simpler configurations.
  • Users find the complex onboarding process overwhelming, suggesting more guided workflows would enhance the experience.

What Are Recent G2 Reviews of hotglue?

What Are G2 Users Discussing About hotglue?

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: 8.1/10)

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 value the easy integrations of Supermetrics, facilitating seamless connections and efficient reporting across platforms.
  • Users praise the excellent customer support of Supermetrics, noting its quick, personal, and effective assistance.
  • Users love the easy-to-use connectors of Supermetrics, which simplify data integration and enhance efficiency for analysis.
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 experience a notable learning curve with Supermetrics, as initial configuration and documentation are confusing for beginners.

What Are Recent G2 Reviews of Supermetrics?

What Are G2 Users Discussing About Supermetrics?

StarfishETL

StarfishETL for Integration: StarfishETL is an iPaaS (Integration-Platform-as-a-Service) that provides seamless data integration from one database to another - whether hosted, on-premises, or in the Cloud. Connect to more than 400 applications using drag-and-drop low code functionality; AI-enabled mapping, scripting, and SQL query writing; and secure connectivity through on-premises firewalls. StarfishETL for Migration: StarfishETL is loaded with pre-built capabilities, but it's not limited by them. You have the power to set up your project any way you desire to get the data results that fit your business. Add custom fields in our Cloud Cartographer, or use the on-premises tool for more advanced personalization. StarfishETL as an iPaaS: StarfishETL is a Cloud iPaaS solution, which gives it the unique ability to connect virtually any kind of solution to any other kind of solution, as long as both of those applications have an API. This gives StarfishETL customers ultimate control over their data projects, with the ability to build more unique and scalable data connections.

Average Rating: 4.7/5.0

Total Reviews: 75

How Do G2 Users Rate StarfishETL?

  • Has the product been a good partner in doing business?: 9.7/10 (Category avg: 9.1/10)
  • Automation: 9.3/10 (Category avg: 9.0/10)
  • Scalability: 9.6/10 (Category avg: 8.7/10)
  • Auditing: 9.6/10 (Category avg: 8.1/10)

Who Is the Company Behind StarfishETL?

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 36% Large, 36% Medium

What Are Recent G2 Reviews of StarfishETL?

What Are G2 Users Discussing About StarfishETL?

Zap Data Hub

Zap Data Hub is a data warehouse automation solution that streamlines the extraction, loading and transformation (ELT) of ERP and business data into a centralized, governed warehouse for reporting and analytics. Zap Data Hub is used by finance, operations and IT teams who need a faster, more structured way to integrate ERP data from platforms such as Microsoft Dynamics 365, SAP Business One, Sage and SYSPRO alongside other business sources like CRM, payroll and inventory systems. It automates the heavy lifting involved in data integration and preparation, allowing businesses to build a trusted data foundation without extensive coding or manual processes. By automatically mapping, transforming and loading data into a warehouse, Zap eliminates reliance on spreadsheets, manual extracts and disconnected reporting. It creates a governed semantic model that ensures consistent metrics across tools like the Power BI integration, Excel add-in and browser-based reporting. Zap can be deployed in the cloud or on-premises, with support for Microsoft Fabric. Key features and value points • End-to-end data warehouse automation that structures and governs data from ERP and other business systems • Pre-built ERP connectors and models that accelerate deployment and reduce implementation effort • Governed semantic model that ensures consistent, trusted reporting across business units and analytics tools • Reporting support through the Excel add-in, Power BI integration and browser-based options • Deployment flexibility offering cloud-based or on-premises options • Future-ready architecture that integrates with Microsoft Fabric and supports evolving analytics needs Zap Data Hub is suited to organizations that want to automate their reporting data foundations, improve governance and drive business insights without the complexity of manual data engineering.

Average Rating: 4.3/5.0

Total Reviews: 44

How Do G2 Users Rate Zap Data Hub?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.1/10)
  • Automation: 8.3/10 (Category avg: 9.0/10)
  • Scalability: 6.1/10 (Category avg: 8.7/10)
  • Auditing: 6.7/10 (Category avg: 8.1/10)

Who Is the Company Behind Zap Data Hub?

  • Seller: ZAP
  • Year Founded: 2001
  • HQ Location: Brisbane, Australia
  • Twitter: @ZAP_Data
    1,552 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    88 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Oil & Energy, Computer Software
  • Company Size: 61% Medium, 28% Large

What Do G2 Reviewers Say About Zap Data Hub?

AI-generated summary from verified user reviews

Pros
  • Users praise the ease of use of Zap Data Hub, emphasizing effortless data integration and real-time access.
  • Users value the easy data integration with Zap Data Hub, simplifying ETL processes and enhancing operational efficiency.
  • Users appreciate the excellent customer support from the Zap Team, enhancing their overall experience and satisfaction.
  • Users value the clean reporting functionality of Zap Data Hub, appreciating its seamless integration and time-saving capabilities.
  • Users appreciate the robust analytics capabilities of Zap Data Hub, enabling seamless data integration and BI reporting.
Cons
  • Users find the steep learning curve of Zap Data Hub challenging, requiring support for comfortable usage and report development.
  • Users face complexity challenges when connecting to live Excel data and performing certain calculations effectively.
  • Users face challenges with importing Excel data, particularly with live connections and large file management.
  • Users face challenges with connecting to Excel sources and report exports, affecting overall usability of Zap Data Hub.
  • Users note a steep learning curve, making it challenging for occasional users to navigate and utilize effectively.

What Are Recent G2 Reviews of Zap Data Hub?

Saras Daton

Saras Daton is a data integration and pipeline automation platform built specifically for eCommerce businesses. It helps brands centralize data from advertising platforms, marketplaces, storefronts, subscription tools, and customer engagement systems into a single analytics-ready destination. With 200+ pre-built connectors and AI-assisted setup, Daton eliminates the complexity of managing APIs, building custom integrations, and maintaining data pipelines. Teams can automate data ingestion, ensure reliable reporting, and create a trusted foundation for business intelligence, analytics, and decision-making. Key Features 200+ Pre-Built eCommerce Connectors Connect data from leading platforms including Shopify, Amazon Seller Central, Amazon Vendor Central, TikTok Shop, Meta Ads, Google Ads, Amazon Ads, Klaviyo, Recharge, Gorgias, Yotpo, and more. AI-Powered Connector Setup Configure data sources faster with guided setup workflows that help validate settings, reduce errors, and simplify onboarding for non-technical users. Natural Language Query Builder Generate complex queries using plain English. Daton's AI-powered query builder helps teams access advanced data sources without requiring deep SQL expertise. Custom Connector Development Extend Daton's capabilities with a Connector Development Kit (CDK), developer tools, and a marketplace that enables partners and teams to build, publish, and manage custom integrations. Automated Data Syncing Keep data fresh with configurable sync schedules, incremental loading, full refresh options, automatic retries, and ingestion monitoring. Data Reliability & Governance Monitor pipeline health, detect schema changes, and maintain data consistency across all connected sources. Benefits * Centralize data from multiple eCommerce and marketing platforms * Reduce engineering effort spent on building and maintaining integrations * Accelerate reporting and analytics initiatives * Enable self-service data access for business users * Improve data accuracy and consistency across teams * Scale data operations without increasing technical overhead Who Uses Saras Daton? Saras Daton is trusted by eCommerce operators, analytics teams, data engineers, growth marketers, and digital commerce brands looking to streamline data integration and build a reliable analytics foundation. What Makes Saras Daton Different? Unlike generic ETL solutions, Saras Daton is purpose-built for eCommerce. Its extensive connector library, AI-powered setup experience, and seamless integration with the Saras Analytics ecosystem help brands move from fragmented data to actionable insights faster.

Average Rating: 4.7/5.0

Total Reviews: 37

How Do G2 Users Rate Saras Daton?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.1/10)
  • Automation: 9.0/10 (Category avg: 9.0/10)
  • Scalability: 8.3/10 (Category avg: 8.7/10)
  • Auditing: 8.3/10 (Category avg: 8.1/10)

Who Is the Company Behind Saras Daton?

  • Seller: Saras Analytics
  • Year Founded: 2016
  • HQ Location: Westborough, MA
  • Twitter: @SarasAnalytics
    22 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    214 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Retail, Consumer Goods
  • Company Size: 49% Medium, 43% Small

What Do G2 Reviewers Say About Saras Daton?

AI-generated summary from verified user reviews

Pros
  • Users commend Daton's exceptional customer support, noting its promptness and knowledge as a valuable asset.
  • Users value the wide variety of trending connectors and appreciate the seamless integration process offered by Daton.
  • Users find Daton to be incredibly easy to use, especially with its seamless setup and user-friendly integration process.
  • Users value the easy integrations of Daton, praising its seamless setup and effective data bridging capabilities.
  • Users benefit from the seamless data integration of Dayton, enhancing their analysis and decision-making capabilities.
Cons
  • Users express concerns over dashboard usability, citing too many options and integration limitations hindering their experience.
  • Users struggle with integration issues, facing limitations in connecting essential tools like AEM and Amazon Marketing Cloud.
  • Users find the lack of integrations with key tools limits functionality and complicates their data workflow.
  • Users find the limited connectors of Saras Daton tedious, especially when integrating multiple brands or updating existing ones.
  • Users experience occasional data inaccuracy with Saras Daton, affecting reliability during actual usage.

What Are Recent G2 Reviews of Saras Daton?

What Are G2 Users Discussing About Saras Daton?

Venn Technology

Venn Technology is an award-winning professional services firm specializing in integrating accounting, ERP, and CRM solutions for midsize organizations. Our software integrations are designed to put an end to siloed processes—saving clients time and money by eliminating error-prone, time-robbing manual operations that cause continual frustration and put organizations at risk. Our mission: Integrate. Automate. Be free!

Average Rating: 4.9/5.0

Total Reviews: 21

How Do G2 Users Rate Venn Technology?

  • Has the product been a good partner in doing business?: 9.7/10 (Category avg: 9.1/10)
  • Automation: 9.9/10 (Category avg: 9.0/10)
  • Scalability: 9.4/10 (Category avg: 8.7/10)
  • Auditing: 9.7/10 (Category avg: 8.1/10)

Who Is the Company Behind Venn Technology?

  • Seller: Venn Technology
  • Year Founded: 2015
  • HQ Location: Grapevine, US
  • Twitter: @venn_tech
    173 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    21 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 38% Medium, 33% Small

What Do G2 Reviewers Say About Venn Technology?

AI-generated summary from verified user reviews

Pros
  • Users highlight the exceptional customer support from Venn Technologies, appreciating their responsiveness and thorough guidance throughout projects.
  • Users appreciate the professional and attentive service from Venn Technology, highlighting their innovative and timely solutions.
  • Users value the automation capabilities of Venn Technology, making processes easier and more seamless.
  • Users commend the effective code generation by Venn Technology, consistently delivering projects on time and meeting expectations.
  • Users commend Venn Technology for their ease of use, making integration and implementation smooth and hassle-free.
Cons
  • Users experience poor customer support due to longer than ideal ticket wait times, despite good escalation handling.

What Are Recent G2 Reviews of Venn Technology?

Tray.ai

Tray.ai offers a composable AI integration and automation platform that transforms AI into standout business performance. The Tray Universal Automation Cloud is an AI-ready platform that eliminates the need for disparate tools, enabling seamless integration and automation of complex business processes. Our platform supports all AI, integration, and automation initiatives from a single place. Developers benefit from a code-first, headless environment, freeing them from mundane tasks and allowing focus on business outcomes. The Tray Build IDE and AI Palette accelerate delivery for business technologists, providing easy access to 3rd party connectors and native AI capabilities. As enterprises strive for competitive advantage, our platform helps IT teams deploy AI effectively, connecting systems, automating processes, and integrating data to handle even the most demanding AI use cases. Built for high-change environments, Tray.ai excels in rapid prototyping, testing, and deployment. The fastest way to turn AI into business performance.™

Average Rating: 4.5/5.0

Total Reviews: 153

How Do G2 Users Rate Tray.ai?

  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 9.1/10)
  • Automation: 9.5/10 (Category avg: 9.0/10)
  • Scalability: 8.6/10 (Category avg: 8.7/10)
  • Auditing: 6.5/10 (Category avg: 8.1/10)

Who Is the Company Behind Tray.ai?

  • Seller: Tray.io
  • Year Founded: 2012
  • HQ Location: San Francisco, CA
  • Twitter: @tray
    3,059 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    139 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 56% Medium, 34% Small

What Do G2 Reviewers Say About Tray.ai?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the easy integrations of Tray.ai, enabling seamless connections between various systems like Shopify and LMS.
  • Users find Tray.ai's ease of use exceptional, thanks to its intuitive UI and flexible workflow integrations.
  • Users value the custom automation capabilities of Tray.ai, appreciating its flexibility and ease of setup for workflows.
  • Users value the incredibly helpful support community of Tray.ai, enhancing their integration and automation experience.
  • Users love the versatile integrations of Tray.ai, enabling seamless connections between various systems and APIs.
Cons
  • Users find the missing features in Tray.ai, including lack of version control and descriptive documents, frustrating.
  • Users find complex pricing challenging, especially with frequent changes that complicate budgeting and planning.
  • Users note that Tray.ai's pricing is expensive, leading to challenges in budgeting and cost management.
  • Users experience a steep learning curve with Tray.ai, making it challenging for newcomers to navigate functionalities effectively.
  • Users find the complexity of Tray.ai challenging for newcomers, especially with intricate lead routing rules.

What Are Recent G2 Reviews of Tray.ai?

What Are G2 Users Discussing About Tray.ai?

Minitab Connect

Minitab Connect is a secure, cloud-based data integration and management platform that enables organizations to access, prepare, and combine data from across their business. It connects to a wide range of data sources such as databases, cloud applications, spreadsheets, and on-premise systems so that teams can create a single, reliable source of truth for analysis and reporting. With Minitab Connect, users can automate data pipelines, clean and transform data, and deliver ready-to-use datasets directly into Minitab solutions and other business tools. This helps eliminate manual data preparation, improve data accuracy, and accelerate time to insight, empowering teams to make faster, data-driven decisions.

Average Rating: 4.5/5.0

Total Reviews: 30

How Do G2 Users Rate Minitab Connect?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.1/10)
  • Automation: 8.6/10 (Category avg: 9.0/10)
  • Scalability: 6.7/10 (Category avg: 8.7/10)
  • Auditing: 8.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Minitab Connect?

  • Seller: Minitab
  • Company Website:
  • Year Founded: 1972
  • HQ Location: State College, Pennsylvania, United States
  • Twitter: @Minitab
    5,017 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    732 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 57% Large, 33% Medium

What Do G2 Reviewers Say About Minitab Connect?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Minitab Connect, finding it accessible and intuitive for data analysis.
  • Users appreciate the efficient data integration of Minitab Connect, making seamless analysis and accessibility a breeze.
  • Users value the easy integrations of Minitab Connect, enhancing data access and efficiency across various sources.
  • Users value the seamless data integration and accessibility of Minitab Connect, enhancing their data analysis experience.
  • Users appreciate the efficiency of data integration with Minitab Connect, enabling seamless analysis and access to diverse sources.
Cons
  • Users face a high learning curve with Minitab Connect, requiring time and resources to master its features.
  • Users face a high learning difficulty with Minitab Connect, requiring time and patience to master the tool.
  • Users experience poor visualization with large datasets in Minitab Connect, finding it slow and challenging to use.
  • Users face visualization limitations with Minitab Connect, particularly regarding large datasets and complex transformations.
  • Users find the complexity of Minitab Connect frustrating, with slow transformations and a high cost relative to alternatives.

What Are Recent G2 Reviews of Minitab Connect?

What Are G2 Users Discussing About Minitab Connect?

Adeptia

Adeptia is the Intelligent ETL platform for the messy, first-mile data enterprises actually run on: partner, customer, and supplier onboarding, EDI, compliance workflows, and operational data exchange across systems, documents, and AI agents. Unlike traditional ETL built for warehouse pipelines, Adeptia is AI-native:. It understands what data means, not just field names. Someone describes the outcome, and Adeptia designs the integration in ~60 seconds; then proven, deterministic code runs it in production, no runtime surprises. It doesn't just flag errors; it captures how people fix them and progressively automates the repair. It's intelligent data automation for everyone who touches the data from developers, and business users, to AI agents. Through an open MCP interface, assistants like Claude build and run integrations on the platform directly. Grounded in 25 years of integration knowledge, with 100+ connectors across EDI, databases, SaaS, files, and APIs.

Average Rating: 4.3/5.0

Total Reviews: 19

How Do G2 Users Rate Adeptia?

  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 9.1/10)
  • Automation: 7.8/10 (Category avg: 9.0/10)
  • Scalability: 8.3/10 (Category avg: 8.7/10)
  • Auditing: 8.3/10 (Category avg: 8.1/10)

Who Is the Company Behind Adeptia?

  • Seller: Adeptia
  • Company Website:
  • Year Founded: 2000
  • HQ Location: Jupiter, FL
  • Twitter: @adeptia
    1,410 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    217 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 55% Large, 41% Medium

What Do G2 Reviewers Say About Adeptia?

AI-generated summary from verified user reviews

Pros
  • Users value the cost efficiency of Adeptia, enabling quicker integrations and reducing reliance on developers.
  • Users highly value the timely customer support from Adeptia, appreciating 24/7 assistance during production incidents.
  • Users find Adeptia's ease of use invaluable, enabling quick integrations without extensive developer involvement.
  • Users value the easy integrations with Adeptia, greatly enhancing efficiency and reducing dependency on developers.
  • Users highlight the efficiency of Adeptia, enabling fast coding and integration that saves time and costs.
Cons
  • Users face challenges with error messages during mapping in Adeptia, making troubleshooting frustrating and unclear.
  • Users experience inaccuracy in mapping functionality during data transformation, leading to frustrating troubleshooting challenges.
  • Users struggle with mapping issues during data transformation, often facing hard-to-troubleshoot errors and unclear expressions.
  • Users often face troubleshooting difficulties in Adeptia's mapping functionality, complicating error correction during data transformation.

What Are Recent G2 Reviews of Adeptia?

What Are G2 Users Discussing About Adeptia?

Toric

Toric is the no-code, all-in-one data workspace. Toric integrates with industry-leading software tools, desktop products, and APIs to give companies a single source of truth for their data. Using Toric, companies can combine design, project, and finance data in one place for real-time analysis, insights, and decision making.

Average Rating: 4.6/5.0

Total Reviews: 11

How Do G2 Users Rate Toric?

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

Who Is the Company Behind Toric?

Who Uses This Product?

  • Company Size: 45% Medium, 45% Small

What Do G2 Reviewers Say About Toric?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Toric, enabling data analysis and visualization without coding skills.
  • Users appreciate the implementation ease of Toric, as it streamlines integration and saves valuable time.
  • Users love the easy integrations of Toric, streamlining workflows by connecting diverse tools without coding.
  • Users love the seamless AI automation of Toric, simplifying data integration across multiple platforms effortlessly.
  • Users appreciate the helpful and responsive customer support of Toric, enhancing their overall user experience.
Cons
  • Users find the high cost of Toric to be a concern despite its value and benefits.
  • Users find the lack of tutorials for Toric makes learning features and functionality more challenging and frustrating.
  • Users find the steep learning curve challenging, wishing for clearer documentation and more detailed guidance.
  • Users find the missing functionality in Toric limiting for complex data analysis and require external development.
  • Users note that some features are a little buggy, although they typically get resolved within a few days.

What Are Recent G2 Reviews of Toric?

IBM DataStage

IBM® InfoSphere® DataStage® is a leading ETL platform that integrates data across multiple enterprise systems. It leverages a high performance parallel framework, available on-premises or in the cloud. The scalable platform provides extended metadata management and enterprise connectivity. It integrates heterogeneous data, including big data at rest (Hadoop-based) or big data in motion (stream-based), on both distributed and mainframe platforms. It supports IBM Db2® Z and Db2 for z/OS®, applies workload and business rules, and integrates real-time data in an easy to deploy, scalable platform. Learn More: https://ibm.co/2NpHEtZ

Average Rating: 4.0/5.0

Total Reviews: 62

How Do G2 Users Rate IBM DataStage?

  • Has the product been a good partner in doing business?: 7.7/10 (Category avg: 9.1/10)
  • Automation: 7.6/10 (Category avg: 9.0/10)
  • Scalability: 7.9/10 (Category avg: 8.7/10)
  • Auditing: 7.7/10 (Category avg: 8.1/10)

Who Is the Company Behind IBM DataStage?

  • Seller: IBM
  • Year Founded: 1911
  • HQ Location: Armonk, New York, United States
  • Twitter: @IBMSecurity
    74,660 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    328,202 employees on LinkedIn®
  • Ownership: SWX:IBM

Who Uses This Product?

  • Top Industries: Banking, Information Technology and Services
  • Company Size: 77% Large, 15% Medium

What Do G2 Reviewers Say About IBM DataStage?

AI-generated summary from verified user reviews

Pros
  • Users value the customization flexibility of IBM DataStage, allowing integration of custom scripts to meet specific needs.
  • Users appreciate the high-performance data pipelining of DataStage, enabling efficient processing of massive data volumes seamlessly.
  • Users value the high-performance parallel processing engine of IBM DataStage, enabling efficient handling of massive data volumes.
  • Users value the ease of use of IBM DataStage, appreciating its intuitive interface for complex data tasks.
  • Users highlight the high-performance parallel processing of IBM DataStage, enabling efficient handling of massive data volumes.
Cons
  • Users criticize the complex processes in IBM DataStage, finding the steep learning curve frustrating for new team members.
  • Users often struggle with dependency issues due to IBM DataStage's complex licensing and vendor lock-in, making integration challenging.
  • Users highlight the expensive costs and complex licensing of IBM DataStage, making it hard for smaller businesses to adopt.
  • Users find a lack of real-time data in IBM DataStage, limiting its agility for modern DataOps needs.
  • Users find the steep learning curve of IBM DataStage challenging, especially for new hires with its complex settings.

What Are Recent G2 Reviews of IBM DataStage?

What Are G2 Users Discussing About IBM DataStage?

Flowgear

Flowgear is an Integration Development Environment that enables teams to build, run, and govern business integrations across cloud, hybrid, and on-premises systems. Acting as a durable integration layer, Flowgear governs how AI securely interacts with business systems through scoped tools, approved connections, comprehensive logging, diagnostics, and controlled execution, helping organizations accelerate automation while maintaining visibility, security, and governance.

Average Rating: 4.5/5.0

Total Reviews: 130

How Do G2 Users Rate Flowgear?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.1/10)
  • Automation: 8.7/10 (Category avg: 9.0/10)
  • Scalability: 8.6/10 (Category avg: 8.7/10)
  • Auditing: 7.2/10 (Category avg: 8.1/10)

Who Is the Company Behind Flowgear?

  • Seller: Flowgear
  • Year Founded: 2007
  • HQ Location: Johannesburg, Gauteng
  • Twitter: @flowgear
    369 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    34 employees on LinkedIn®
  • Phone: US: 1-800-940-0054 UK: 0-800-098-8164 South Africa: 0861-61-3569

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 50% Small, 40% Medium

What Do G2 Reviewers Say About Flowgear?

AI-generated summary from verified user reviews

Pros
  • Users highlight easy integrations with Flowgear, enabling effective automation and connectivity across multiple systems seamlessly.
  • Users highlight Flowgear's strong automation capabilities, facilitating seamless integrations and efficient workflow management.
  • Users find Flowgear's ease of use invaluable, simplifying integration building with its user-friendly interface and design.
  • Users value the strong integration capabilities of Flowgear, enjoying its flexibility and ease of use with various systems.
  • Users value the impressive range of built-in connectors in Flowgear that simplifies quick system connections and integrations.
Cons
  • Users find the difficult learning curve challenging due to limited training materials and documentation, especially for newcomers.
  • Users find the learning curve challenging due to limited training materials and documentation for new users.
  • Users face a steep learning difficulty due to inadequate training resources and limited documentation for Flowgear.
  • Users highlight the poor documentation of Flowgear, expressing a need for more comprehensive training and resources.
  • Users find the pricing heavy, limiting access for many businesses that could benefit from Flowgear's capabilities.

What Are Recent G2 Reviews of Flowgear?

What Are G2 Users Discussing About Flowgear?

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