# Best ETL Tools for Medium-Sized Businesses - Page 4

## How Many ETL Tools Products Does G2 Track?

**Total Products under this Category:** 254

### Category Stats (Aug 2026)

- **Average Rating:** 4.54/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Adeptia (+0.97%) - Among all products in this category, Adeptia recorded the largest rating increase compared to last month

_Last updated: August 03, 2026_

## How Does G2 Rank ETL Tools Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 19,300+ Authentic Reviews
- 254+ 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](https://www.g2.com/categories/etl-tools/grids.png?focus%5B%5D=10470&focus%5B%5D=23331&focus%5B%5D=6073&focus%5B%5D=23920&focus%5B%5D=1308796&focus%5B%5D=604&focus%5B%5D=2975&focus%5B%5D=8076)

Highlighted products: Databricks, Celigo, Google Cloud BigQuery, Fivetran, IBM watsonx.data, Domo, SnapLogic Intelligent Integration Platform (IIP), and FME Platform.

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

**Sponsored**

### CData Sync

Unlike volume-based tools with unpredictable pricing, CData Sync offers a single platform for ETL and reverse ETL, with full deployment flexibility and fixed, scalable pricing—so your costs don’t balloon as your data grows. Connect to 250+ enterprise data sources, including: • Salesforce, Microsoft Dynamics, and SAP • SharePoint, NetSuite, Workday, and QuickBooks • ServiceNow, Xero, Sage Intacct, HubSpot, Marketo, Oracle • …and many more Replicate that data into your preferred destinations, such as: • Snowflake, Databricks, SQL Server, Redshift, OneLake, and others Deploy it your way—on-premises, in your own cloud, or in a private-cloud SaaS model. Getting started is simple: 1. Log in 2. Select your source tables 3.Set your sync interval CData Sync handles the rest, using efficient incremental updates that minimize load on your operational systems. The platform includes: • Point-and-click ETL/ELT/reverse ETL • Change Data Capture (CDC) with no elevated database permissions • Complete data control and custom SQL transformations • dbt integration CData Sync centralizes your automated data flows, giving you full control, faster delivery, and the freedom to scale without hidden fees. Download a 30-day free trial of CData Sync or learn more at: www.cdata.com/sync

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=1181&secure%5Bchosen_at%5D=2026-08-04T14%3A01%3A52Z&secure%5Bdisplayable_resource_id%5D=1181&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1181&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=124922&secure%5Bresource_id%5D=1181&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fetl-tools%2Fmid-market%3Fpage%3D4&secure%5Btoken%5D=afd870c53f0d5b9d04be47c1159275c3f71ec03ce366f49dd059540ed754bf36&secure%5Burl%5D=https%3A%2F%2Fwww.cdata.com%2Fsync%2F%3Futm_source%3Dg2%26utm_medium%3Dsponsored-link%26utm_campaign%3Dsync-clicks-etl-tools&secure%5Burl_type%5D=custom_url)

### [Informatica Cloud Data Integration](https://www.g2.com/products/informatica-cloud-data-integration/reviews)

Cloud Data Integration (CDI) is a comprehensive, AI-powered ETL and ELT solution designed to easily move, transform, and synchronize data between various sources and target systems across any cloud, anywhere, at scale. Built on a modern technology stack, CDI offers easy, efficient and cost-effective data ingestion, transformation, synchronization, and replication for a multi-cloud and serverless world for everyone and everywhere. It covers diverse integration patterns, ensuring you have well-architected and seamlessly automated data pipelines for all your advanced analytics and AI needs.

**Average Rating:** 4.3/5.0

**Total Reviews:** 101

#### How Do G2 Users Rate Informatica Cloud Data Integration?

- **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 9.1/10)
- **Automation:** 9.1/10 (Category avg: 9.0/10)
- **Scalability:** 8.9/10 (Category avg: 8.7/10)
- **Auditing:** 8.7/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Informatica Cloud Data Integration?

- **Seller:** [Informatica](https://www.g2.com/sellers/informatica)
- **Company Website:** www.informatica.com
- **Year Founded:** 1993
- **HQ Location:** Redwood City, CA
- **Twitter:** @Informatica  
99,643 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=06f93f9659c25422bea5c34037117512928a659c5d640bb989ed85a85cdb1252&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3858%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,802 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Engineer
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 61% Large, 30% Medium

#### What Do G2 Reviewers Say About Informatica Cloud Data Integration?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of Informatica Cloud Data Integration, thanks to its intuitive interface and drag-and-drop features.
- Users appreciate the **efficiency** of Informatica Cloud Data Integration, enabling seamless and dependable data transfers effortlessly.
- Users appreciate the **robust connectivity and ease of use** in Informatica Cloud Data Integration for efficient ETL processes.
- Users appreciate the **time-saving capability** of Informatica Cloud Data Integration, allowing efficient access without installations.
- Users appreciate the **automation capabilities** of Informatica Cloud Data Integration, streamlining their data workflows efficiently.

##### Cons

- Users find the **complexity of setup and configuration** challenging, especially for newcomers to the platform.
- Users find the **complex usability** of Informatica Cloud Data Integration challenging, especially for newcomers navigating the platform.
- Users find **debugging difficult** with Informatica Cloud Data Integration, as it often requires extra effort and complexity.
- Users find the **difficult setup** of Informatica Cloud Data Integration challenging, especially for newcomers unfamiliar with the platform.
- Users face **weird error messages** while working on mappings, and limited tutorials hinder troubleshooting efforts.

#### What Are Recent G2 Reviews of Informatica Cloud Data Integration?

**["Reliable Cloud ETL for Scalable Data Integration"](https://www.g2.com/survey_responses/informatica-cloud-data-integration-review-12106993)**

**Rating:** 4.5/5.0 stars

_— Akshat G._

[Read full review](https://www.g2.com/survey_responses/informatica-cloud-data-integration-review-12106993)

**["Simplifies Data Integration with Powerful Tools"](https://www.g2.com/survey_responses/informatica-cloud-data-integration-review-12104745)**

**Rating:** 4.0/5.0 stars

_— Vallabh P._

[Read full review](https://www.g2.com/survey_responses/informatica-cloud-data-integration-review-12104745)

#### What Are G2 Users Discussing About Informatica Cloud Data Integration?

- [What is your experience regarding pricing and costs for Informatica Cloud Data Integration, and how does it compare to other ETL tools?](https://www.g2.com/discussions/what-is-your-experience-regarding-pricing-and-costs-for-informatica-cloud-data-integration-and-how-does-it-compare-to-other-etl-tools)
- [What is the difference between Informatica and Informatica Cloud?](https://www.g2.com/discussions/informatica-cloud-data-integration-what-is-the-difference-between-informatica-and-informatica-cloud-7e364663-ec1e-4fca-9c65-4b962f135858)
- [What is the difference between Informatica and Informatica Cloud?](https://www.g2.com/discussions/informatica-cloud-data-integration-what-is-the-difference-between-informatica-and-informatica-cloud)
- [What is Informatica CDI?](https://www.g2.com/discussions/informatica-cloud-data-integration-what-is-informatica-cdi)
- [What is Informatica CDI?](https://www.g2.com/discussions/what-is-informatica-cdi)

### [Dataslayer.ai](https://www.g2.com/products/dataslayer-ai/reviews)

Dataslayer.ai is a super easy-to-use marketing data automation tool that takes the hassle out of managing your data. It connects with all the major platforms like Google Analytics, Google Ads, Meta, LinkedIn, and more, so you can automate data extraction, reporting, and visualization without the headache. With Dataslayer.ai, you can pull data from multiple sources straight into Google Sheets, Looker Studio, BigQuery or your favorite BI tools. This saves you loads of time and cuts down on manual errors, helping you make better decisions, run stronger campaigns, and get valuable insights faster. Some standout features include automated reports, real-time data syncing, customizable dashboards, and powerful data filters. Whether you're a marketer, agency, or business, Dataslayer.ai helps you stay on top of your marketing analytics, boost efficiency, and get the results you're after. If you're ready to ditch the manual work and take your marketing data game to the next level, Dataslayer.ai has got you covered!

**Average Rating:** 4.8/5.0

**Total Reviews:** 308

#### How Do G2 Users Rate Dataslayer.ai?

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

#### Who Is the Company Behind Dataslayer.ai?

- **Seller:** [Softpoint Consultores](https://www.g2.com/sellers/softpoint-consultores)
- **Company Website:** www.dataslayer.ai
- **Year Founded:** 2007
- **HQ Location:** Madrid, ES
- **Twitter:** @Dataslayers  
233 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=479851a594f721c1ad88f7464d0a99bd51fd8974989519fcd60b04262d361bf3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsoftpoint%2F&secure%5Burl_type%5D=linkedin_company_website)  
15 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** CEO, Marketing Manager
- **Top Industries:** Marketing and Advertising, Retail
- **Company Size:** 63% Small, 30% Medium

#### What Do G2 Reviewers Say About Dataslayer.ai?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Dataslayer.ai **very easy to use** , greatly appreciating its efficiency and beginner-friendly design.
- Users value the **wide range of stable connectors** offered by Dataslayer.ai, simplifying data integration across platforms.
- Users praise the **friendly and supportive customer support** from Dataslayer.ai, enhancing their overall experience and onboarding.
- Users value the **seamless integration** of Dataslayer.ai with multiple platforms, enhancing efficiency and reducing manual workload.
- Users love the **time-saving efficiency** of Dataslayer.ai, transforming hours of work into just minutes.

##### Cons

- Users find the **limited API calls** on the free plan hinders automation for larger accounts.
- Users find the **difficult learning curve** of Dataslayer.ai challenging, especially with its overwhelming amount of information.
- Users find Dataslayer.ai **expensive** , wishing for more affordable options and trials for additional platforms.
- Users find the **limited features** of Dataslayer.ai's free plan restrict effective automation and data blending capabilities.
- Users find the **missing features** problematic, particularly lacking data blending options during the free trial.

#### What Are Recent G2 Reviews of Dataslayer.ai?

**["Intuitive Automation with Exceptional Support"](https://www.g2.com/survey_responses/dataslayer-ai-review-12967975)**

**Rating:** 4.5/5.0 stars

_— Origen P._

[Read full review](https://www.g2.com/survey_responses/dataslayer-ai-review-12967975)

**["Intuitive Integration with Exceptional Support"](https://www.g2.com/survey_responses/dataslayer-ai-review-12793151)**

**Rating:** 4.5/5.0 stars

_— Paul V._

[Read full review](https://www.g2.com/survey_responses/dataslayer-ai-review-12793151)

#### What Are G2 Users Discussing About Dataslayer.ai?

- [What is Dataslayer.ai used for?](https://www.g2.com/discussions/what-is-dataslayer-ai-used-for)

### [COZYROC Solutions](https://www.g2.com/products/cozyroc-solutions/reviews)

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](https://www.g2.com/sellers/cozyroc)
- **Year Founded:** 2006
- **HQ Location:** Raleigh, NC
- **Twitter:** @CozyRoc  
628 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=29c12bd68e9a5cc090c9e51c19fe01f3bda99342d004eead4406470275a011a3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F741227%2F&secure%5Burl_type%5D=linkedin_company_website)  
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 our workflows and connecting seamlessly with third-party sources.
- Users value the **seamless automation** provided by CozyRoc, enhancing efficiency and ensuring compliance in workflows.
- Users find **Cozyroc Solutions easy to use** , seamlessly integrating into workflows and simplifying ETL processes.
- Users value the **seamless integrations** of CozyRoc Solutions, enhancing their operational workflows and ETL processes significantly.
- Users benefit from **powerful automation features** , significantly enhancing their ETL processes and efficiency in handling files.

##### Cons

- Users find COZYROC Solutions to be **expensive** , which can complicate development and access to features.
- Users experience some **complexity in configuration** and finding old versions, requiring extra effort to navigate effectively.
- Users find the **difficult setup** process frustrating, requiring time and effort to navigate through documentation and bugs.
- Users express frustration over the **high licensing costs** and the need for annual re-licensing with CozyRoc.
- Users experience **lack of functionality** due to migration challenges and limited development environment configurations with COZYROC Solutions.

#### What Are Recent G2 Reviews of COZYROC Solutions?

**["Excellent Suite of SSIS Tools"](https://www.g2.com/survey_responses/cozyroc-solutions-review-11697474)**

**Rating:** 4.5/5.0 stars

_— Shameer G._

[Read full review](https://www.g2.com/survey_responses/cozyroc-solutions-review-11697474)

**["CozyRoc Integrates Seamlessly with SSIS and Salesforce"](https://www.g2.com/survey_responses/cozyroc-solutions-review-12381644)**

**Rating:** 5.0/5.0 stars

_— Dale T._

[Read full review](https://www.g2.com/survey_responses/cozyroc-solutions-review-12381644)

#### What Are G2 Users Discussing About COZYROC Solutions?

- [What is COZYROC SSIS+ Library used for?](https://www.g2.com/discussions/what-is-cozyroc-ssis-library-used-for) - 1 comment
- [Is SSIS part of SQL Server?](https://www.g2.com/discussions/is-ssis-part-of-sql-server)
- [What is cozy rock?](https://www.g2.com/discussions/what-is-cozy-rock)
- [What is Cozyroc used for?](https://www.g2.com/discussions/what-is-cozyroc-used-for) - 1 comment

### [timextender](https://www.g2.com/products/timextender/reviews)

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

**Average Rating:** 4.3/5.0

**Total Reviews:** 147

#### How Do G2 Users Rate timextender?

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

#### Who Is the Company Behind timextender?

- **Seller:** [timextender](https://www.g2.com/sellers/timextender)
- **Company Website:** www.timextender.com
- **Year Founded:** 2006
- **HQ Location:** Aarhus, DK
- **Twitter:** @timextender  
17,630 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=16c30aa4d66911a30dfd85e108465af6956e4ac744b52cd472c76add59e6ea6b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftimextender%2F&secure%5Burl_type%5D=linkedin_company_website)  
92 employees on LinkedIn®

#### Who Uses This Product?

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

#### What Do G2 Reviewers Say About timextender?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Timextender, especially the intuitive drag-and-drop interface for data management.
- Users value the **responsive customer support** of TimeXtender, enhancing their overall experience and implementation process.
- Users praise the **automation features** of TimeXtender for streamlining workflows and simplifying complex processes.
- Users appreciate the **user-friendly interface** of TimeXtender, making it easy to get started and design effectively.
- Users find TimeXtender's **time-saving capabilities** invaluable, streamlining data tasks and enhancing workflow efficiency significantly.

##### Cons

- Users face **functional limitations** with TimeXtender, including issues with offline compatibility and lack of version tracking.
- Users face a **steep learning curve** with RSD-files and limited coding assistance, complicating data management.
- Users experience **poor documentation** , making it difficult to navigate and utilize TimeXtender effectively.
- Users face a **steep learning curve** with TimeXtender, particularly with complex data transformations and project transfers.
- Users report **unpredictable behavior and inefficiencies** with error reporting, especially with large datasets and multiple users.

#### What Are Recent G2 Reviews of timextender?

**["TimeXtender Classic is still a Classic!"](https://www.g2.com/survey_responses/timextender-review-11786389)**

**Rating:** 4.5/5.0 stars

_— Benjamin P._

[Read full review](https://www.g2.com/survey_responses/timextender-review-11786389)

**["Jet Analytics Data Integration (JADI)"](https://www.g2.com/survey_responses/timextender-review-8575138)**

**Rating:** 5.0/5.0 stars

_— Prabhu S._

[Read full review](https://www.g2.com/survey_responses/timextender-review-8575138)

#### What Are G2 Users Discussing About timextender?

- [How do you use Timextender?](https://www.g2.com/discussions/how-do-you-use-timextender)
- [Why use TimeXtender?](https://www.g2.com/discussions/why-use-timextender) - 1 comment
- [What is Odx server?](https://www.g2.com/discussions/what-is-odx-server) - 2 comments
- [What does TimeXtender do?](https://www.g2.com/discussions/what-does-timextender-do)

### [Stitch](https://www.g2.com/products/stitch-2026-01-09/reviews)

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

**Average Rating:** 4.4/5.0

**Total Reviews:** 66

#### How Do G2 Users Rate Stitch?

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

#### Who Is the Company Behind Stitch?

- **Seller:** [Qlik](https://www.g2.com/sellers/qlik)
- **Year Founded:** 1993
- **HQ Location:** Radnor, PA
- **Twitter:** @qlik  
64,130 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cd147c14c7daf80e08bf113d2cae24ca3693e49a87c147350c31e8b0961c7297&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10162%2F&secure%5Burl_type%5D=linkedin_company_website)  
4,551 employees on LinkedIn®
- **Phone:** 1 (888) 994-9854

#### Who Uses This Product?

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

#### What Are Recent G2 Reviews of Stitch?

**["Very Easy Intuitive UI"](https://www.g2.com/survey_responses/stitch-review-7592907)**

**Rating:** 4.5/5.0 stars

_— Megan S._

[Read full review](https://www.g2.com/survey_responses/stitch-review-7592907)

**["Reliable Extractions & Loads with many different integrations"](https://www.g2.com/survey_responses/stitch-review-7514601)**

**Rating:** 4.5/5.0 stars

_— Kristiyan D._

[Read full review](https://www.g2.com/survey_responses/stitch-review-7514601)

#### What Are G2 Users Discussing About Stitch?

- [Is stitch free?](https://www.g2.com/discussions/is-stitch-free)
- [What is stitch database?](https://www.g2.com/discussions/what-is-stitch-database)
- [What is stitch ETL?](https://www.g2.com/discussions/what-is-stitch-etl)
- [What is Stitch software?](https://www.g2.com/discussions/what-is-stitch-software)

### [Mozart Data](https://www.g2.com/products/mozart-data-mozart-data/reviews)

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

**Average Rating:** 4.6/5.0

**Total Reviews:** 68

#### How Do G2 Users Rate Mozart Data?

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

#### Who Is the Company Behind Mozart Data?

- **Seller:** [Mozart Data](https://www.g2.com/sellers/mozart-data)
- **Year Founded:** 2020
- **HQ Location:** San Francisco, US
- **Twitter:** @MozartData  
447 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=93a959b85a25dc7a4eb20cc10bfe8e470098bef694ee6a76cbe9e5d8c30b628d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmozartdata%2F&secure%5Burl_type%5D=linkedin_company_website)  
16 employees on LinkedIn®

#### Who Uses This Product?

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

#### What Are Recent G2 Reviews of Mozart Data?

**["All in one data platform"](https://www.g2.com/survey_responses/mozart-data-review-9998715)**

**Rating:** 5.0/5.0 stars

_— Jim D._

[Read full review](https://www.g2.com/survey_responses/mozart-data-review-9998715)

**["Easy to use one and done tool to streamline the data process."](https://www.g2.com/survey_responses/mozart-data-review-9144933)**

**Rating:** 5.0/5.0 stars

_— Craig C._

[Read full review](https://www.g2.com/survey_responses/mozart-data-review-9144933)

#### What Are G2 Users Discussing About Mozart Data?

- [What is Mozart Data used for?](https://www.g2.com/discussions/what-is-mozart-data-used-for)

### [Zap Data Hub](https://www.g2.com/products/zap-data-hub/reviews)

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](https://www.g2.com/sellers/zap)
- **Year Founded:** 2001
- **HQ Location:** Brisbane, Australia
- **Twitter:** @ZAP\_Data  
1,552 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=40ff523c982ae465dc260372a2950b1cdc633097c3cd8fa18073b625378ca439&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F61528%2F&secure%5Burl_type%5D=linkedin_company_website)  
91 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 appreciate the **ease of use** of Zap Data Hub, enjoying its intuitive interface and seamless implementation.
- Users value the **easy integration of multiple data sources** , enhancing operational efficiency across teams.
- Users commend the **excellent customer support** from the Zap Team, ensuring timely and effective assistance when needed.
- Users value the **clean and seamless reporting functionality** of Zap Data Hub, enhancing efficiency and integration with ERP.
- Users commend the **intuitive analytics** of Zap Data Hub, streamlining reporting and decision-making for rapid business growth.

##### Cons

- Users find the **steep learning curve** challenging, requiring technical support for effective use of Zap Data Hub.
- Users face **complexity with connections and calculations** in Zap Data Hub, which can hinder efficiency and user experience.
- Users experience **import issues** with Excel sources, impacting connectivity and processing of large files in Zap Data Hub.
- Users face **connection issues with Excel data sources** , making integration and report exporting more challenging.
- Users note a **steep learning curve** with Zap Data Hub, making it challenging for occasional users to excel.

#### What Are Recent G2 Reviews of Zap Data Hub?

**["Powerful BI Reporting That Delivers Results"](https://www.g2.com/survey_responses/zap-data-hub-review-11960396)**

**Rating:** 4.0/5.0 stars

_— chris.hilton@agroliquid.com H._

[Read full review](https://www.g2.com/survey_responses/zap-data-hub-review-11960396)

**["Slick, Fast, and Intuitive BI Tool with Outstanding Support"](https://www.g2.com/survey_responses/zap-data-hub-review-11984060)**

**Rating:** 5.0/5.0 stars

_— Verified User in Gambling & Casinos_

[Read full review](https://www.g2.com/survey_responses/zap-data-hub-review-11984060)

### [Tray.ai](https://www.g2.com/products/tray-ai/reviews)

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](https://www.g2.com/sellers/tray-io)
- **Year Founded:** 2012
- **HQ Location:** San Francisco, CA
- **Twitter:** @tray  
3,059 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9aefc40ec358d1c0b78a6822182369674039532a0e32c9f868b4b4fdb5ada91c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2659008%2F&secure%5Burl_type%5D=linkedin_company_website)  
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 love the **easy integrations** of Tray.ai, enabling seamless connections and automation across various platforms.
- Users find Tray.ai to be **exceptionally easy to use** , streamlining setup and workflow automation effortlessly.
- Users value the **automation capabilities** of Tray.ai, enabling efficient processes and easy workflow management without extensive coding.
- Users value the **incredibly helpful support community** of Tray.ai, enhancing their integration and automation experience.
- Users value the **extensive integrations** of Tray.ai, allowing seamless connections with various platforms and APIs.

##### Cons

- Users find the lack of **missing features** in Tray.ai limits its functionality and desired capabilities significantly.
- Users find Tray.ai's **complex pricing** and evolving structure challenging for budgeting and planning effectively.
- Users find the **expensive pricing model** of Tray.ai complicated and difficult for budget planning over time.
- Users face a significant **learning curve** while trying to navigate the complexities of Tray.ai's functionalities.
- Users find the **complexity** of Tray.ai challenging for newcomers, especially with intricate lead routing rules.

#### What Are Recent G2 Reviews of Tray.ai?

**["Easy-to-Identify Logs and Audit Trails"](https://www.g2.com/survey_responses/tray-ai-review-12530158)**

**Rating:** 4.5/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/tray-ai-review-12530158)

**["An Integration tool"](https://www.g2.com/survey_responses/tray-ai-review-11278803)**

**Rating:** 5.0/5.0 stars

_— Omji P._

[Read full review](https://www.g2.com/survey_responses/tray-ai-review-11278803)

#### What Are G2 Users Discussing About Tray.ai?

- [What is Tray.io used for?](https://www.g2.com/discussions/what-is-tray-io-used-for) - 1 comment
- [What does Tray.io do?](https://www.g2.com/discussions/what-does-tray-io-do)
- [Who owns tray io?](https://www.g2.com/discussions/who-owns-tray-io)
- [How much does tray IO cost?](https://www.g2.com/discussions/how-much-does-tray-io-cost)
- [What is Tray io?](https://www.g2.com/discussions/what-is-tray-io) - 1 comment

### [Funnel](https://www.g2.com/products/funnel/reviews)

Funnel is the leading marketing intelligence platform, designed to help marketers with reporting, measurement and data management. It integrates with over 500 data sources, ranging from social media, to advertising tools, e-commerce platforms and CRM systems to provide a complete overview of marketing performance. The platform automates data collection and transformation, eliminating the need for manual spreadsheets or custom-built integrations. Users can consolidate disparate data into a single, structured format that is accessible for analysis and reporting. Key functionalities include: Reporting Dashboards: Funnel allows users to create interactive dashboards that highlight performance metrics and trends across different channels. These dashboards help marketing teams understand the effectiveness of their campaigns and share insights with stakeholders. Performance Measurement: The platform supports advanced analytics to evaluate marketing spend and ROI. By tracking performance at a granular level, teams can identify high-performing strategies and allocate budgets more effectively. Data Integration and Export: Funnel provides seamless integration with popular data warehouses and business intelligence tools. Users can export clean, unified data to their preferred analytics environment for deeper exploration. With a user-friendly interface and flexible configuration options, Funnel is suitable for businesses of all sizes. The platform serves over 2,000 customers worldwide, including companies like Home Depot, Havas Media, and Samsung, helping them make informed, data-driven decisions without the need for extensive technical expertise.

**Average Rating:** 4.5/5.0

**Total Reviews:** 163

#### 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:** 8.8/10 (Category avg: 9.0/10)
- **Scalability:** 8.6/10 (Category avg: 8.7/10)
- **Auditing:** 7.0/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Funnel?

- **Seller:** [Funnel](https://www.g2.com/sellers/funnel)
- **Company Website:** funnel.io
- **Year Founded:** 2014
- **HQ Location:** Stockholm, Sweden
- **Twitter:** @funnel\_io  
21 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=be633bb1add3e327634f921425b407b96b3be2be7a706ae13341fc8a201d9667&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F9397630%2F&secure%5Burl_type%5D=linkedin_company_website)  
402 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Marketing and Advertising, Information Technology and Services
- **Company Size:** 50% Small, 44% Medium

#### What Do G2 Reviewers Say About Funnel?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Funnel, enjoying seamless integration and straightforward reporting across platforms.
- Users appreciate the **extensive integrations** of Funnel, simplifying data connections across various platforms effortlessly.
- Users appreciate the **seamless data integration** of Funnel, enhancing their ability to centralize and visualize performance metrics efficiently.
- Users love the **user-friendly data management** of Funnel, effortlessly centralizing and organizing data across platforms.
- Users appreciate the **numerous connector options** available in Funnel, enhancing integration capabilities across platforms.

##### Cons

- Users note a **steep learning curve** at first, particularly with configuring data sources and understanding the interface.
- Users find investing in Funnel to be **expensive** , especially with additional fees for essential integrations and features.
- Users find **limited connectors** in Funnel hinder scalability and flexibility, complicating the integration process with different platforms.
- Users experience **missing features** , such as limited scalability and unavailable platform dimensions, hindering overall functionality.
- Users experience **slow performance** with Funnel, especially during data processing and connector operations, impacting efficiency.

#### What Are Recent G2 Reviews of Funnel?

**["Excellent Integrations Across All Major Paid & Social Media Platforms for Data Analysis"](https://www.g2.com/survey_responses/funnel-review-11977140)**

**Rating:** 5.0/5.0 stars

_— Munavvar M._

[Read full review](https://www.g2.com/survey_responses/funnel-review-11977140)

**["Great for connecting data sources and visualising with consistent fields"](https://www.g2.com/survey_responses/funnel-review-11973065)**

**Rating:** 4.5/5.0 stars

_— Muhammad Abdullah S._

[Read full review](https://www.g2.com/survey_responses/funnel-review-11973065)

#### What Are G2 Users Discussing About Funnel?

- [What do you like most about Funnel for data collection, and what improvements could be made?](https://www.g2.com/discussions/what-do-you-like-most-about-funnel-for-data-collection-and-what-improvements-could-be-made) - 1 comment, 1 upvote
- [What is Funnel used for?](https://www.g2.com/discussions/what-is-funnel-used-for)
- [What is the best funnel builder?](https://www.g2.com/discussions/what-is-the-best-funnel-builder)
- [What is a funnel builder?](https://www.g2.com/discussions/what-is-a-funnel-builder) - 1 comment
- [What is the best sales funnel software?](https://www.g2.com/discussions/what-is-the-best-sales-funnel-software)

### [ExtendInsights](https://www.g2.com/products/extendinsights/reviews)

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:** 47

#### 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](https://www.g2.com/sellers/cloudextend-by-celigo)
- **Company Website:** www.cloudextend.io
- **Year Founded:** 2007
- **HQ Location:** Redwood City, US
- **Twitter:** @cloudextendIO  
253 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e5672f539d462d13e8e612e2000bfda8cb3ea69de634a97aaf2be3f47d1449c4&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcloudextend%2F&secure%5Burl_type%5D=linkedin_company_website)  
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 find ExtendInsights to have **exceptional ease of use** , making data management and updates significantly simpler.
- Users appreciate the **easy integrations** of ExtendInsights, enabling quick connections to Excel, NetSuite, and more.
- Users value the **effortless data management** of ExtendInsights, simplifying tasks and enhancing overall productivity.
- Users praise the **accuracy of information** in ExtendInsights, enhancing data-driven decisions and streamlining management processes.
- Users value the **efficient data analysis** capabilities of ExtendInsights, significantly speeding up reporting processes.

##### Cons

- Users experience **slow data loading** and limitations in accessing certain data types within ExtendInsights' Data Management.
- Users experience **slow data loading** as it processes only 25 lines at a time, disrupting efficiency in data retrieval.
- Users experience **slow loading** times when accessing data in ExtendInsights, affecting efficiency and usability.
- Users find the **slow processing** of ExtendInsights frustrating, especially with data not loading efficiently.
- Users find it challenging to determine the **best fields for creating templates** , impacting their overall experience with ExtendInsights.

#### What Are Recent G2 Reviews of ExtendInsights?

**["The Only Tool That Makes Connecting Excel to NetSuite Easy"](https://www.g2.com/survey_responses/extendinsights-review-13119964)**

**Rating:** 5.0/5.0 stars

_— Verified User in Apparel & Fashion_

[Read full review](https://www.g2.com/survey_responses/extendinsights-review-13119964)

**["A Huge Time-Saver for Bulk NetSuite Record Updates"](https://www.g2.com/survey_responses/extendinsights-review-13061561)**

**Rating:** 4.5/5.0 stars

_— Sarah M._

[Read full review](https://www.g2.com/survey_responses/extendinsights-review-13061561)

#### What Are G2 Users Discussing About ExtendInsights?

- [What is CloudExtend Excel For NetSuite used for?](https://www.g2.com/discussions/what-is-cloudextend-excel-for-netsuite-used-for)
- [What is CloudExtend Excel for Salesforce used for?](https://www.g2.com/discussions/what-is-cloudextend-excel-for-salesforce-used-for)

### [IBM DataStage](https://www.g2.com/products/ibm-datastage/reviews)

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](https://www.g2.com/sellers/ibm)
- **Year Founded:** 1911
- **HQ Location:** Armonk, New York, United States
- **Twitter:** @IBMSecurity  
74,660 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=14b544adaece4fdbc987f1d7f7028048c22259946811200cc751263825586af9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1009%2F&secure%5Burl_type%5D=linkedin_company_website)  
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 **high degree of customization** in DataStage, enabling tailored solutions for diverse data processing needs.
- Users praise the **high-performance pipelining** of DataStage for efficiently processing massive data volumes with ease.
- Users value the **high-performance parallel processing engine** of DataStage, enabling efficient handling of massive data volumes.
- Users appreciate the **ease of use** in IBM DataStage, thanks to its intuitive drag-and-drop interface for complex ETL tasks.
- Users value the **efficiency improvement** of IBM DataStage for processing massive data volumes swiftly and reliably.

##### Cons

- Users highlight the **complex processes** in IBM DataStage, often finding it cumbersome and difficult to manage effectively.
- Users often face **dependency issues** due to complicated licensing and the challenges of vendor lock-in with IBM DataStage.
- Users highlight the **expensive cost** of IBM DataStage, making it challenging for small-to-medium businesses to adopt.
- Users criticize the **lack of real-time data** capabilities in IBM DataStage, hindering agile data operations and streaming processes.
- Users report a **steep learning curve** with IBM DataStage, making it challenging for new hires to adapt quickly.

#### What Are Recent G2 Reviews of IBM DataStage?

**["Unmatched Performance and Reliability for Enterprise Data Workloads"](https://www.g2.com/survey_responses/ibm-datastage-review-12124677)**

**Rating:** 5.0/5.0 stars

_— Poojasree M._

[Read full review](https://www.g2.com/survey_responses/ibm-datastage-review-12124677)

**["Blazingly Fast, Full-Featured ETL tool with Flexible Data Connections"](https://www.g2.com/survey_responses/ibm-datastage-review-10327160)**

**Rating:** 4.0/5.0 stars

_— Steve L._

[Read full review](https://www.g2.com/survey_responses/ibm-datastage-review-10327160)

#### What Are G2 Users Discussing About IBM DataStage?

- [What is IBM InfoSphere DataStage used for?](https://www.g2.com/discussions/what-is-ibm-infosphere-datastage-used-for)
- [How can I download IBM InfoSphere DataStage?](https://www.g2.com/discussions/how-can-i-download-ibm-infosphere-datastage)
- [What is InfoSphere Information Server?](https://www.g2.com/discussions/what-is-infosphere-information-server)
- [What is DataStage tool?](https://www.g2.com/discussions/what-is-datastage-tool)

### [CloverDX](https://www.g2.com/products/cloverdx/reviews)

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:** 72

#### 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:** 8.6/10 (Category avg: 9.0/10)
- **Scalability:** 8.3/10 (Category avg: 8.7/10)
- **Auditing:** 7.6/10 (Category avg: 8.1/10)

#### Who Is the Company Behind CloverDX?

- **Seller:** [CloverDX](https://www.g2.com/sellers/cloverdx)
- **Company Website:** www.cloverdx.com
- **Year Founded:** 2002
- **HQ Location:** Prague
- **Twitter:** @CloverDX  
1,237 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7e8668ecdfafd2834c5f3aa56297f959a82431fab1690c7395a4b2b040f807fc&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcloverdx%2F&secure%5Burl_type%5D=linkedin_company_website)  
55 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 appreciate the **ease of use** of CloverDX, finding it intuitive and visually appealing for data transformations.
- Users find **automation capabilities** in CloverDX invaluable, streamlining processes and minimizing errors effectively.
- Users appreciate the **simple and user-friendly interface** of CloverDX, making it easy to build ETL workflows efficiently.
- Users value the **easy integrations** with diverse data sources, enhancing workflow efficiency and ensuring smooth operations.
- Users commend CloverDX for its **user-friendly interface** that simplifies data transformation and integration processes.

##### Cons

- Users feel the **poor documentation** hinders code generation efficiency, calling for more examples and detailed guides.
- Users face **connection issues** with CloverDX, affecting data transfer and limited connectivity options.
- Users find the **steep learning curve** of CloverDX challenging, wishing for improved documentation and easier onboarding.
- Users find the **unclear documentation** challenging, wishing for better examples and detailed guidance for effective usage.
- Users note that CloverDX has **complex usability** , making navigation difficult and hindering overall user experience.

#### What Are Recent G2 Reviews of CloverDX?

**["Multiple projects using CloverDX."](https://www.g2.com/survey_responses/cloverdx-review-8387245)**

**Rating:** 5.0/5.0 stars

_— Verified User in Consulting_

[Read full review](https://www.g2.com/survey_responses/cloverdx-review-8387245)

**["Customizable Pipelines, Easy Setup with CloverDX"](https://www.g2.com/survey_responses/cloverdx-review-10657839)**

**Rating:** 4.5/5.0 stars

_— Pavlo T._

[Read full review](https://www.g2.com/survey_responses/cloverdx-review-10657839)

#### What Are G2 Users Discussing About CloverDX?

- [How much does CloverDX cost?](https://www.g2.com/discussions/how-much-does-cloverdx-cost) - 1 comment
- [Is CloverDX open source?](https://www.g2.com/discussions/is-cloverdx-open-source) - 1 comment
- [How do you use CloverDX?](https://www.g2.com/discussions/how-do-you-use-cloverdx)

### [Informatica PowerCenter](https://www.g2.com/products/informatica-powercenter/reviews)

Informatica PowerCenter® helps you unleash the value of your data. It offers a unique end-to-end data integration platform, with a broad set of capabilities to integrate raw, fragmented data from disparate sources, transforming it into complete, high-quality, business-ready information. As your environment grows and matures, PowerCenter scales to meet your expanding business needs, data volumes, and complexity, while providing insights to IT and the business

**Average Rating:** 4.3/5.0

**Total Reviews:** 82

#### How Do G2 Users Rate Informatica PowerCenter?

- **Has the product been a good partner in doing business?:** 8.1/10 (Category avg: 9.1/10)
- **Automation:** 8.6/10 (Category avg: 9.0/10)
- **Scalability:** 8.8/10 (Category avg: 8.7/10)
- **Auditing:** 8.6/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Informatica PowerCenter?

- **Seller:** [Informatica](https://www.g2.com/sellers/informatica)
- **Year Founded:** 1993
- **HQ Location:** Redwood City, CA
- **Twitter:** @Informatica  
99,643 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=06f93f9659c25422bea5c34037117512928a659c5d640bb989ed85a85cdb1252&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3858%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,802 employees on LinkedIn®
- **Ownership:** NYSE: INFA

#### Who Uses This Product?

- **Who Uses This:** Software Engineer
- **Top Industries:** Information Technology and Services, Insurance
- **Company Size:** 79% Large, 16% Medium

#### What Do G2 Reviewers Say About Informatica PowerCenter?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **automation** capabilities of Informatica PowerCenter, simplifying ETL processes and minimizing manual coding requirements.
- Users appreciate the **ability to integrate data from multiple sources** with Informatica PowerCenter, enhancing their data management efficiency.
- Users value the **easy-to-use interface** of Informatica PowerCenter, simplifying ETL processes without extensive coding requirements.
- Users appreciate the **user-friendly interface** of Informatica PowerCenter, making ETL processes simple and efficient.
- Users appreciate the **drag and drop feature** of Informatica PowerCenter, making ETL processes intuitive and user-friendly.

##### Cons

- Users find Informatica PowerCenter to be **expensive** , burdened by high licensing and maintenance costs alongside complex infrastructure needs.
- Users experience **integration issues** with Spark and Python, complicating setups and limiting functionality in cloud environments.
- Users face challenges due to **cloud dependency** , hindering integration and scalability in modern environments.
- Users find the **complexity of accessing workflow parameters** cumbersome, impacting their overall experience with PowerCenter.
- Users find **complex management** burdensome due to high costs, resource demands, and lack of cloud integration support.

#### What Are Recent G2 Reviews of Informatica PowerCenter?

**["Robust Data Integration with Steep Setup"](https://www.g2.com/survey_responses/informatica-powercenter-review-12824137)**

**Rating:** 4.0/5.0 stars

_— Nihal R._

[Read full review](https://www.g2.com/survey_responses/informatica-powercenter-review-12824137)

**["Streamlined Data Integration with Intuitive Drag-and-Drop"](https://www.g2.com/survey_responses/informatica-powercenter-review-12178255)**

**Rating:** 4.5/5.0 stars

_— Vallabh P._

[Read full review](https://www.g2.com/survey_responses/informatica-powercenter-review-12178255)

#### What Are G2 Users Discussing About Informatica PowerCenter?

- [What is Informatica PowerCenter used for?](https://www.g2.com/discussions/informatica-powercenter-what-is-informatica-powercenter-used-for) - 1 comment
- [What are objects in Informatica?](https://www.g2.com/discussions/what-are-objects-in-informatica)
- [What is Informatica platform?](https://www.g2.com/discussions/what-is-informatica-platform)
- [What are the different components of Informatica PowerCenter?](https://www.g2.com/discussions/what-are-the-different-components-of-informatica-powercenter)
- [What is Informatica PowerCenter used for?](https://www.g2.com/discussions/what-is-informatica-powercenter-used-for)

### [StarfishETL](https://www.g2.com/products/starfishetl/reviews)

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?

- **Seller:** [Technology Advisors](https://www.g2.com/sellers/technology-advisors)
- **Year Founded:** 1991
- **HQ Location:** Chicago, IL
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6853aee43812c985183a96bf51f766de6bb7e92760189053098c6f4d46b80a03&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fstarfishetl%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®
- **Phone:** 847-655-3400

#### 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?

**["StarfishETL was the one software capable of doing this"](https://www.g2.com/survey_responses/starfishetl-review-7892321)**

**Rating:** 4.0/5.0 stars

_— Charles C._

[Read full review](https://www.g2.com/survey_responses/starfishetl-review-7892321)

**["Upfront, Honest and Friendly"](https://www.g2.com/survey_responses/starfishetl-review-9856115)**

**Rating:** 5.0/5.0 stars

_— Kelly P._

[Read full review](https://www.g2.com/survey_responses/starfishetl-review-9856115)

#### What Are G2 Users Discussing About StarfishETL?

- [What is StarfishETL used for?](https://www.g2.com/discussions/what-is-starfishetl-used-for)

### [Saras Daton](https://www.g2.com/products/saras-daton/reviews)

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](https://www.g2.com/sellers/saras-analytics)
- **Year Founded:** 2016
- **HQ Location:** Westborough, MA
- **Twitter:** @SarasAnalytics  
22 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1238e281f3abdff0cc8192dc47328fa511da24f86fd3607dcc07e3bc611563b5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsarasanalytics%2F&secure%5Burl_type%5D=linkedin_company_website)  
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 the **exceptional customer support** of Daton, providing prompt and knowledgeable assistance that enhances their experience.
- Users find **Saras Daton easy to use** , with a hassle-free setup and streamlined workflows enhancing their experience.
- Users value the **seamless API integration** of Daton, enhancing data management and onboarding with ease and efficiency.
- Users value the **variety of connectors** in Saras Daton, enhancing integration and overall reporting capabilities.
- Users commend the **seamless data integration** of Saras Daton, enhancing efficiency and actionable insights for better decision-making.

##### Cons

- Users note that the **excessive number of dashboards** complicates the experience and detracts from usability.
- Users face **integration issues** due to limited features connecting essential tools, complicating data workflows and efficiency.
- Users experience **data inaccuracy** with Saras Daton, impacting their overall experience and trust in the product.
- Users experience **data inaccuracies** with Saras Daton, impacting the reliability of their analysis and decisions.
- Users face occasional **data inaccuracy** issues with Saras Daton, impacting reliability as they use the data.

#### What Are Recent G2 Reviews of Saras Daton?

**["Essential Tool for Seamless Amazon Data Management"](https://www.g2.com/survey_responses/saras-daton-review-11771290)**

**Rating:** 4.0/5.0 stars

_— Mark S._

[Read full review](https://www.g2.com/survey_responses/saras-daton-review-11771290)

**["Smart, Simple, and Reliable Analytics"](https://www.g2.com/survey_responses/saras-daton-review-11741014)**

**Rating:** 4.5/5.0 stars

_— Emma I._

[Read full review](https://www.g2.com/survey_responses/saras-daton-review-11741014)

#### What Are G2 Users Discussing About Saras Daton?

- [What is Daton used for?](https://www.g2.com/discussions/what-is-daton-used-for)

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[Browse ETL Tools Themes](/categories/etl-tools/themes)

 ![Shalaka Joshi](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Shalaka Joshi")
SJ

Researched and written by [Shalaka Joshi](https://research.g2.com/insights/author/shalaka-joshi)

Updated 

Products classified in the overall ETL Tools category are similar in many regards and help companies of all sizes solve their business problems. However, medium-sized business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Medium-Sized Business ETL Tools to fit their needs. Compare product ratings based on reviews from enterprise users or connect with one of G2's buying advisors to find the right solutions within the Medium-Sized Business ETL Tools category.

In addition to qualifying for inclusion in the ETL Tools category, to qualify for inclusion in the Medium-Sized Business ETL Tools category, a product must have at least 10 reviews left by a reviewer from a medium-sized business.

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