Best ETL Tools - Page 19

How Many ETL Tools Products Does G2 Track?

Total Products under this Category: 290

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
  • 20,400+ Authentic Reviews
  • 290+ 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)

Tale of Data

Tale of Data is a no-code ETL and data integration platform with data quality built directly into its pipelines. Business and IT teams extract, move, transform, correct and publish data on the same visual canvas. Pipelines typically reach production in a few weeks, not a six-month project. Designed and developed in France. What sets it apart 1. Data quality inside the pipeline, not in a separate tool. As data flows through a pipeline, Tale of Data audits it automatically. It then standardizes it, deduplicates it with fuzzy matching, corrects it and validates it against custom business rules, including rules spanning several columns. Real-time alerts explain each issue and suggest fixes, and full data lineage traces every figure back to its source. Most ETLs move data. Tale of Data also fixes it, in the same no-code flow. 2. Automatic data cataloging. Scheduled scanners extract metadata from databases, files (Excel, CSV, JSON, Parquet) and ERP/CRM systems (SAP, Salesforce, Microsoft Dynamics). They recognize business data types such as names, emails, phone numbers, IBANs and personal data, and users can define their own types. They also measure the quality of the actual data: missing, malformed or inconsistent values. Who it’s for Data engineers and architects: hand off repetitive integration work and keep full governance of production. Business analysts and data stewards: build and adapt their own pipelines after one day of training, without IT tickets. Key facts - Engine: Apache Spark, single server or cluster - Connectivity: Snowflake, Databricks, BigQuery, Oracle, SQL Server, PostgreSQL, S3, SharePoint, SAP, Salesforce, HubSpot, OData and cloud APIs - DataOps: test, preprod and prod environments, versioning, scheduling, REST API - Generative AI (can be disabled): transform and enrich data row by row in natural language, using Claude, OpenAI or self-hosted open-source models - Deployment: shared SaaS, dedicated SaaS, private cloud or on-premises (Docker, Podman, Kubernetes) - Pricing: flat and predictable, independent of data volume, rows or CPU usage

Who Is the Company Behind Tale of Data?

Teknete

Teknete is an AI-augmented, low-code ETL & data automation platform designed for modern data teams that need reliable, scalable, and adaptive data pipelines—without heavy engineering overhead. In today’s data landscape, traditional ETL tools struggle to keep up with dynamic data sources, frequent schema changes, and the demand for rapid delivery. Teknete solves these challenges by combining advanced AI-assisted data mapping, schema drift detection, and low-code pipeline design into a single unified platform. With Teknete, teams can: Build and deploy ETL pipelines faster using an intuitive low-code visual interface Automate schema discovery and transformations with AI assistance Reduce maintenance overhead thanks to proactive change detection and intelligent validation Support structured and unstructured sources, including databases, APIs, SaaS apps, files, and event streams Scale data workflows with confidence, powering analytics, reporting, and operational systems Enable cross-functional teams (data engineers, analysts, architects) to collaborate efficiently Teknete is ideal for enterprises and mid-market adopters that: Want to reduce the time and cost of ETL development Are tired of brittle pipelines that break with every source change Need a unified platform that supports both developer productivity and business agility Whether you’re modernizing legacy ETL, building next-gen data pipelines, or accelerating analytics delivery, Teknete streamlines data workflows so teams can focus on insights—rather than fixing pipelines.

Who Is the Company Behind Teknete?

Tempo BigQuery Connector for Jira

Export large volumes of Jira data to BigQuery for large-scale data management and analytics. Customize data exports and automate data syncs without coding expertise to make data-driven decisions at scale

Who Is the Company Behind Tempo BigQuery 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®

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

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®

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?

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?

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