Best ETL Tools - Page 21

How Many ETL Tools Products Does G2 Track?

Total Products under this Category: 319

Category Stats (Nov 2026)

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

Last updated: November 01, 2026

How Does G2 Rank ETL Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 21,500+ Authentic Reviews
  • 319+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for ETL Tools

G2 Grid® for ETL Tools plotting products by satisfaction and market presence

Highlighted products: Databricks, Alteryx, Celigo, Google Cloud BigQuery, Funnel, FME Platform, Fivetran, and Informatica Data Integration and Engineering.

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

Tempo Tableau Connector for Jira

Seamlessly integrate Jira data with Tableau for dynamic insights. Our intuitive connector streamlines data export, empowering you to analyze and visualize Jira data effortlessly.

Who Is the Company Behind Tempo Tableau Connector for Jira?

  • Seller: Tempo
  • Year Founded: 2015
  • HQ Location: Boston, US
  • Twitter: @TempoHQ
    1,800 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    383 employees on LinkedIn®

TIMi

TIMi is the most efficient Data Science and Data Processing Platform. Since 2007, we have been creating and improving the most powerful framework to push the barriers of analytics, predictive analytics, AI and Big Data, while offering a helpful, fast and friendly environment. The TIMi Suite consists of four tools: 1. Anatella (Analytical ETL, Data Prep & Big Data), 2. Modeler (Auto-ML / Automated Predictive Modelling / Automated-AI), 3. StarDust (3D Segmentation) 4. Kibella (BI Dashboarding solution). TIMi dominates the Data Science market: In the "Summer 2022 - Momentum Report” from G2, in the “Data Science” category, TIMi has the #1 rank: TIMi is the Data Science solution with both the highest market growth and the highest customer-satisfaction! More about this subject here: https://timi.eu/blog/timi-the-number-one-data-science-platform/

Average Rating: 4.8/5.0

Total Reviews: 50

How Do G2 Users Rate TIMi?

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

Who Is the Company Behind TIMi?

  • Seller: TIMi SPRL
  • Year Founded: 2007
  • HQ Location: Brussels
  • Twitter: @TIMiSuite
    3,532 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    86 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Banking
  • Company Size: 40% Small, 32% Large

What Do G2 Reviewers Say About TIMi?

AI-generated summary from verified user reviews

Pros
  • Users highlight the exceptional customer support from the TIMi team, noting their quick response times and helpfulness.
  • Users find TIMi easy to use, thanks to its intuitive design and quick learning curve.
  • Users appreciate TIMi's user-friendly interface and exceptional support, making data transformation quick and efficient.
  • Users value the fast and intuitive automation capabilities of TIMi, streamlining data transformations and analyses effectively.
  • Users value the intuitive charting features of TIMi, enabling efficient data visualization and analysis.

What Are Recent G2 Reviews of TIMi?

What Are G2 Users Discussing About TIMi?

Transfer App

Transfer App is a Snowflake Native App that lets finance, ops and analyst teams load Excel, CSV and other file types into Snowflake without INSERT rights. Files are validated before load, every upload is logged, and data stays in the customer's account.

Who Is the Company Behind Transfer App?

AI can help you find the answers. G2 helps you trust them.

Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

How it works

Tugger

Tugger is the AI-powered data platform that connects your business systems to the analytics and AI tools you want to use. Most businesses are sitting on a goldmine of data locked inside the platforms they use every day - job management systems, accounting software, CRM tools, and more. Getting that data out, combining it, and turning it into real answers has traditionally meant expensive developers, complex API work, and months of setup. Tugger changes that. How it works Tugger connects to your business platforms - Simpro, Xero, HubSpot, QuickBooks, and more - and automatically pulls your data into a secure, managed cloud data warehouse. No coding. No API configuration. No data warehouse setup required. We handle all of that so you don't have to. Once your data is in the warehouse, you've got two powerful ways to get answers. Ask your data anything Connect your Tugger warehouse to Claude, ChatGPT, or Gemini via our built-in MCP server and ask questions in plain English. No SQL. No formulas. No waiting for someone to build a report. Just type a question and get a real, data-backed answer in seconds. Ask things like "which jobs made money last month?" or "what's my quote conversion rate by salesperson?" - instantly, across all your connected systems at once. Power BI and Tableau dashboards For teams that want visual dashboards, Tugger connects directly to Power BI and Tableau. Pre-built report templates for the most popular connectors mean you can hit the ground running without building everything from scratch. Who uses Tugger Field service businesses use Tugger to track job profitability, technician utilisation, and quote conversion. Finance teams use it to get instant answers from Xero and QuickBooks without manual exports. Sales teams connect HubSpot for pipeline visibility and performance reporting. Accountancy practices use it to give clients self-serve access to their own data across multiple entities. Why customers choose Tugger Simple to set up - most customers are up and running in minutes, not months. Secure by design - ISO 27001 aligned, built on Microsoft Azure, with enterprise-grade data storage included in every plan. No contracts, transparent pricing, and a support team customers consistently describe as outstanding.

Average Rating: 4.8/5.0

Total Reviews: 5

How Do G2 Users Rate Tugger?

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

Who Is the Company Behind Tugger?

  • Seller: Tugger
  • Year Founded: 2021
  • HQ Location: Bollington, GB
  • Twitter: @TuggerApp
    845 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    16 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Small, 40% Medium

What Do G2 Reviewers Say About Tugger?

AI-generated summary from verified user reviews

Pros
  • Users commend Tugger's exceptional customer support, which significantly enhances their experience and resolves issues promptly.
  • Users appreciate the easy accessibility of Tugger's reporting suite, enhancing data insights for both internal and external stakeholders.
  • Users value Tugger's expertise in data analysis, leading to accurate and customized BI reporting solutions.
  • Users highlight the ease of use of Tugger, praising its intuitive setup and seamless report generation capabilities.
  • Users commend Tugger for its easy API integration and excellent support, enhancing reporting capabilities with Power BI.

What Are Recent G2 Reviews of Tugger?

UnifyApps

UnifyApps is the Horizontal AI Operating System — the Fourth Platform. It does the 80% of Enterprise AI that has nothing to do with the model: unifying knowledge, governance, and actionability across every system into one Enterprise Brain (an enterprise context graph), then letting teams assemble reusable workflows, agents, and apps — human + AI — on top. Open and model-agnostic, additive to the existing stack with 950+ connectors, UnifyApps takes enterprises from pilot to production up to 10x faster, 10x cheaper, and 10x easier to maintain — without rip-and-replace or lock-in to any model, vendor, or roadmap.

Average Rating: 4.2/5.0

Total Reviews: 3

How Do G2 Users Rate UnifyApps?

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

Who Is the Company Behind UnifyApps?

  • Seller: UnifyApps
  • Year Founded: 2023
  • HQ Location: New York, New York, United States
  • LinkedIn® Page: www.linkedin.com
    701 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Medium, 33% Small

What Do G2 Reviewers Say About UnifyApps?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of UnifyApps, finding it intuitive and perfect for simplifying complex tasks.
  • Users appreciate the simplicity and intuitiveness of UnifyApps, enabling efficient tool integration and enhancing productivity.
  • Users appreciate the clean and user-friendly interface of UnifyApps, enhancing productivity and simplifying web design tasks.
  • Users love the automation features of UnifyApps, which significantly save time and enhance productivity.
  • Users appreciate the automation efficiency of UnifyApps, significantly saving time and boosting productivity across workflows.
Cons
  • Users find the learning curve challenging, especially when managing complex automation flows without prior experience.
  • Users find the learning curve for automation flows difficult, particularly for those lacking integration experience.
  • Users feel that UnifyApps needs to address feature issues by expanding its range of tools for better utility.
  • Users find a lack of sufficient examples frustrating, as more templates would enhance usability and understanding.
  • Users find the insufficient training challenging for creating and managing automation flows, particularly without prior experience.

What Are Recent G2 Reviews of UnifyApps?

Whatagraph

Whatagraph is the marketing intelligence platform where reporting scales without scaling the team behind it. One governed data foundation powers every destination your team uses — client reports, dashboards, AI tools, BigQuery — so the same trustworthy numbers show up everywhere, without anyone in the middle. The agency stops adding a reporting hire for every ten new clients, because the data layer scales, not the headcount. The data team stops being a ticket queue between marketing and its own numbers, because marketing can self-serve from the same governed foundation the analyst uses. And every cross-channel decision — where to move spend, which campaign to scale, which one to stop — runs on numbers that mean the same thing on Monday as they do on Friday, whether the answer comes from a report, a dashboard, or an AI tool. One foundation. Every destination. No operational tax for growing on top of it.

Average Rating: 4.5/5.0

Total Reviews: 271

How Do G2 Users Rate Whatagraph?

  • Has the product been a good partner in doing business?: 8.7/10 (Category avg: 9.1/10)

Who Is the Company Behind Whatagraph?

  • Seller: Whatagraph
  • Year Founded: 2015
  • HQ Location: Amesterdam, Netherlands
  • Twitter: @whatagraph
    1,270 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    54 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, Marketing Manager
  • Top Industries: Marketing and Advertising, Information Technology and Services
  • Company Size: 77% Small, 18% Medium

What Do G2 Reviewers Say About Whatagraph?

AI-generated summary from verified user reviews

Pros
  • Users commend the lightning-fast customer support of Whatagraph, ensuring timely assistance directly from the dashboard.
  • Users praise automation in Whatagraph, saving valuable time while creating polished, client-ready reports effortlessly.
  • Users love the customizability of Whatagraph, as it enhances report aesthetics and engagement effortlessly.
  • Users appreciate the ease of use in Whatagraph, enabling quick report creation and seamless integration of data sources.
  • Users love the easy integrations with Whatagraph, allowing seamless access to various data sources for efficient reporting.
Cons
  • Users find Whatagraph to be expensive, making it challenging for solopreneurs to invest long-term.
  • Users find the slow loading frustrating, especially during presentations or tight deadlines, affecting overall productivity.
  • Users note occasional compatibility issues with certain platforms, which may impact their overall experience with Whatagraph.
  • Users face connection issues with Whatagraph, limiting data analysis from personal media accounts effectively.
  • Users experience frustrating editing issues with glitches during simultaneous edits, limiting functionality under tight deadlines.

What Are Recent G2 Reviews of Whatagraph?

What Are G2 Users Discussing About Whatagraph?

xReport

Who Is the Company Behind xReport?

  • Seller: FBS
  • HQ Location: Richardson, TX
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Xtract for Alteryx

Xtract for Alteryx is a drag-and-drop SAP connector built directly into Alteryx Designer and Server, letting business analysts load SAP data into their Alteryx workflows without writing ABAP code. It connects to SAP ERP, S/4HANA, BW, and BW/4HANA systems and provides access to tables, BAPIs, InfoCubes, DataSources, CDS views, reports, and hierarchies. Designed for analytics teams working with sales, finance, procurement, materials management, or HR data, Xtract for Alteryx eliminates manual exports or format conversions — everything happens where the analysis already takes place. Parameterizable filters and configurable extraction logic support flexible, dynamic workflows, while high-performance extraction handles large datasets and mass-data scenarios reliably, reducing development effort and speeding up time-to-insight. Learn more and try it for free: https://theobald-software.com/en/xtract-for-alteryx

Who Is the Company Behind Xtract for Alteryx?

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

Xtract IS

Xtract IS is Theobald Software's SAP connector for SQL Server Integration Services (SSIS), enabling fast and reliable extraction of SAP data from ERP, S/4HANA, or BW systems directly into SSIS-based ETL processes. The components appear natively in the SSIS toolbox, so SAP data can be modeled and processed via drag & drop alongside standard SSIS sources, transformations, and destinations. Modular extraction components cover tables, BAPIs, queries, reports, and BW cubes, while delta loading transfers only changed data instead of full tables for high performance at scale. Configuration happens through a UI without programming skills, with filters and conditions dynamically controlled via SSIS variables. Minimal to no changes are required on the SAP system, keeping risk and administrative effort low while developers keep working in their familiar SQL Server Data Tools (SSDT) environment. Learn more and try it for free: https://theobald-software.com/en/xtract-is

Who Is the Company Behind Xtract IS?

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

Xtract IS for Azure

Xtract IS for Azure extends Theobald Software's proven Xtract IS technology to the Microsoft Cloud, letting teams develop SSIS packages on-premises and then deploy, schedule, and run them on the Azure SSIS Integration Runtime. It reuses existing Xtract IS SSIS packages or supports building new ones from scratch, giving a smooth migration path for SAP data to the cloud. Developers keep working in SQL Server Data Tools (SSDT) to connect to one or more SAP systems, while administrators rely on familiar Microsoft tools to deploy and manage packages in Azure — with lower operational costs, high availability, and scalability. Minimal to no modification is required on the SAP side, and both bulk and incremental (delta) extraction are supported, giving developers full control over their SAP workloads while benefiting from the cloud. Learn more and try it for free: https://theobald-software.com/en/xtract-is-for-azure

Who Is the Company Behind Xtract IS for Azure?

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

Xtract Universal.iQ

Xtract Universal.iQ was designed for modern IT architectures, data-driven analytics, and AI scenarios. The platform reliably brings SAP data into on-prem, cloud, and hybrid environments and enables both targeted writing back into SAP and process integration. The no-code interface enables fast SAP data extraction without programming. Containerized, web-based, and cloud-ready, Xtract Universal.iQ integrates flexibly into existing data platforms and infrastructure concepts – while maintaining full control over data, deployment, and operations. It forms the foundation for sovereign data architectures and data sovereignty. An integrated, centralized metadata and terminology management system ensures structured SAP data extractions and reusable data products.

Who Is the Company Behind Xtract Universal.iQ?

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

Yres

Yres is a data warehouse automation platform for Microsoft Azure, developed by Plainwater in the Netherlands. It is built for data and BI teams that want a governed, query-ready data warehouse under Power BI without writing and maintaining ETL pipelines by hand. The principle is simple: you don't write pipelines, you add metadata. In the Yres web application you configure a data source, select the tables and choose a load type. Yres then generates the Azure Data Factory pipelines, the staging and history tables and the load schedule. Nobody writes a pipeline manually, and every generated pipeline follows the same tested pattern. Data loading and history Yres loads sources incrementally and keeps full history using slowly changing dimensions type 2 (SCD2), so every change in the source system is preserved and every report can be reproduced as of any date. Load types include full load, delta load and change feed. Each load is logged and monitored, with load status, health checks and data retention built in. Any table can be rolled back to a point in time, including its history and surrogate keys. Connectors Yres has its own connectors for AFAS and Exact Online, the two most common ERP systems in the Netherlands. It also reads SAP (via SAP Analytics Cloud, Datasphere and Business Data Cloud), Salesforce, Microsoft Dynamics 365 Business Central, ServiceNow, HubSpot, SQL Server, Oracle, PostgreSQL, REST APIs and files on SFTP, FTP or SharePoint. Open data sources such as CBS StatLine are available as ready-made sources. An optional Parquet change feed delivers the data to Azure Data Lake Storage for Microsoft Fabric or Databricks. Your own Azure tenant, no lock-in Everything runs inside the customer's own Azure subscription: the Azure Data Factory, the Azure SQL Database, the metadata and the keys in Azure Key Vault. Plainwater never hosts or touches your data. If you stop the subscription, you receive a licence key and the installation keeps loading. Deployment runs through Azure DevOps repositories and CI/CD pipelines, and customers can be given access to them on request. Pricing Pricing is fixed and public, from EUR 350 per month, with no per-row, per-user or per-connector fees. The comparison with TimeXtender, AnalyticsCreator and building it yourself on Azure Data Factory and dbt is published and sourced on yres.eu. Who uses Yres Yres is used by mid-sized organisations in manufacturing and food, housing associations, healthcare and business services, among them Aviko, Paragon Customer Communications, Koninklijke Visio and housing association 'thuis. Plainwater is an official partner of AFAS, Exact Online and SAP, and Yres is listed on the Microsoft Marketplace.

Who Is the Company Behind Yres?

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