Best ETL Tools - Page 12

How Many ETL Tools Products Does G2 Track?

Total Products under this Category: 285

Category Stats (Oct 2026)

  • Average Rating: 4.55/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: csvbox.io (+1.01%) - Among all products in this category, csvbox.io recorded the largest rating increase compared to last month

Last updated: October 13, 2026

How Does G2 Rank ETL Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 20,200+ Authentic Reviews
  • 285+ 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, Fivetran, FME Platform, Informatica Data Integration and Engineering, and Funnel.

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=fivetran&focus%5B%5D=fme-platform&focus%5B%5D=informatica-data-integration-and-engineering&focus%5B%5D=funnel)

Dagster

Ship data pipelines with extraordinary velocity. Dagster is the cloud-native orchestrator for the whole development lifecycle, with integrated lineage and observability, a declarative programming model, and best-in-class testability.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate Dagster?

  • Automation: 10.0/10 (Category avg: 9.0/10)
  • Scalability: 10.0/10 (Category avg: 8.7/10)
  • Auditing: 10.0/10 (Category avg: 8.2/10)

Who Is the Company Behind Dagster?

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Do G2 Reviewers Say About Dagster?

AI-generated summary from verified user reviews

Pros
  • Users value the strong analytics capabilities of Dagster, enhancing reliability and transparency in data orchestration.
  • Users love the ease of use of Dagster, enabling reliable and transparent data orchestration seamlessly.
  • Users value Dagster's asset-centric approach, enhancing reliability, transparency, and ease of monitoring in data orchestration.
  • Users value the flexibility of Dagster, appreciating its sophistication and adaptability for various data engineering use cases.
  • Users find Dagster to be a sophisticated and modern tool, ideal for diverse data engineering needs.
Cons
  • Users find Dagster's difficult learning curve challenging, hindering adoption and complicating the onboarding process.
  • Users find Dagster's steep learning curve challenging, especially for smaller teams seeking simplicity and ease of use.
  • Users find Dagster has a steep learning curve that can complicate initial adoption and usability.
  • Users find the steep learning curve of Dagster challenging, which complicates initial adoption and usage.
  • Users find the complex setup of Dagster to be challenging, hindering quick adoption and ease of use.

What Are Recent G2 Reviews of Dagster?

Data I Am

Data I Am (or Dataiam) is an AI-powered data loader for Salesforce that streamlines data imports (inserts, updates, upserts, deletes) and data export from Salesforce, making these processes efficient and error-free. Designed for Salesforce Admins and data analysts, it’s a zero-code solution for anyone needing a reliable Salesforce data loader with the added power of AI. Loading data from spreadsheets or CSVs into Salesforce can be challenging since these files don't inherently understand Salesforce objects and fields. Admins often spend hours manually formatting and adjusting data. Data I Am simplifies this process using AI, saving time and reducing errors. With Data I Am, users can: - Fix CSV Structure: Automatically adjust CSV files to match Salesforce's object definitions, making data imports seamless. - Map Data Accurately: Effortlessly map CSV columns to the correct Salesforce fields, reducing errors and saving time. - Fetch Missing Record IDs: Identify and retrieve missing Record IDs before running update jobs, eliminating the need for VLOOKUPs. - Handle Invalid Picklist Values: Convert invalid picklist values to correct Salesforce options, preventing import issues. - Generate SOQL Queries: Quickly create syntax-correct SOQL queries and preview results, simplifying data exports. Ideal for Salesforce Admins, data analysts, and anyone working with Salesforce data, Data I Am automates tedious data fixing, data import, and data export tasks, ensuring efficient, accurate, and high-quality Salesforce data loading.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Data I Am?

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

Who Is the Company Behind Data I Am?

  • Seller: Data I Am
  • Year Founded: 2024
  • HQ Location: Half Moon Bay, US
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Data I Am?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of organizing and understanding data, leading to quicker and more confident decision-making.
  • Users find Data I Am's ease of use invaluable for organizing data and making quick, confident decisions.
  • Users value the time-saving features of Data I Am, enabling quicker and more confident decision-making.
Cons
  • Users find the difficult setup of Data I Am frustrating, as it requires significant time for advanced workflows.
  • Users find the advanced features limited and note that creating detailed workflows can be time-consuming.
  • Users find the limited advanced features of Data I Am hinder their ability to create detailed workflows efficiently.
  • Users face workflow issues due to time-consuming setups and limitations on advanced features.

What Are Recent G2 Reviews of Data I Am?

Data Loader for Marketo

Data Loader for Marketo is a tool that allows extraction of Marketo data and storing it to SQL servers with scheduler.

Average Rating: 3.5/5.0

Total Reviews: 1

Who Is the Company Behind Data Loader for Marketo?

  • Seller: Trend Org
  • Year Founded: 2016
  • HQ Location: N/A
  • Twitter: @DLMarketo
    20 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are G2 Users Discussing About Data Loader for Marketo?

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Google Cloud Data Fusion

Fully managed, code-free data integration at any scale.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Google Cloud Data Fusion?

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

Who Is the Company Behind Google Cloud Data Fusion?

  • Seller: Google
  • Year Founded: 1998
  • HQ Location: Mountain View, CA
  • Twitter: @google
    31,899,995 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    301,144 employees on LinkedIn®
  • Ownership: NASDAQ:GOOG

Who Uses This Product?

  • Company Size: 50% Large, 50% Small

What Are Recent G2 Reviews of Google Cloud Data Fusion?

What Are G2 Users Discussing About Google Cloud Data Fusion?

HelloGuru

HelloGuru is the easiest way to sync product and customer data from any source to your preferred destinations, such as CRMs and marketing tools. Eliminating the need to write SQL or custom scripts, Revenue Operations teams can use HelloGuru to create data syncs that keep their GTM teams up to date with the most recent product and customer data.

Average Rating: 5.0/5.0

Total Reviews: 3

How Do G2 Users Rate HelloGuru?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Automation: 10.0/10 (Category avg: 9.0/10)
  • Scalability: 10.0/10 (Category avg: 8.7/10)
  • Auditing: 10.0/10 (Category avg: 8.2/10)

Who Is the Company Behind HelloGuru?

  • Seller: HelloGuru
  • Year Founded: 2019
  • HQ Location: Boston, US
  • Twitter: @Helloguru_io
    1,763 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 33% Medium

What Are Recent G2 Reviews of HelloGuru?

Hopted

Empowering Amazon Sellers with Streamlined Data Management In today's dynamic e-commerce landscape, success for Amazon sellers hinges on efficient data management. Juggling critical information across various platforms, including Amazon Seller Central, can be a major hurdle. From tracking sales and inventory to managing fulfillment through FBA (Fulfillment by Amazon) and potentially leveraging AWD (Amazon Warehousing and Distribution), sellers face a constant influx of data that demands organization and analysis. Hopted automates data flows between Google Sheets and a wide range of business applications, including marketplaces, accounting tools, CRM, and ERP systems. This eliminates the need for manual data manipulation, such as cumbersome CSV downloads and uploads, freeing up valuable time and resources. For Amazon sellers, Hopted provides a critical advantage by offering seamless Amazon Google Sheets integration. This allows you to directly connect your Amazon Seller Central data to Google Sheets, gaining real-time visibility into your sales performance, inventory levels (including FBA stock), and other key metrics within a familiar and flexible environment. This integration is crucial for optimizing operations, whether you're using FBA or exploring AWD for your warehousing needs. Hopted goes beyond simple data transfer. It enables 2-way sync spreadsheets, allowing users to not only pull data from various sources into Google Sheets but also to update information in those source applications directly from their spreadsheets. This streamlines workflows, reduces data entry errors, and ensures data consistency across all platforms. For businesses that rely heavily on Google Sheets for data analysis and reporting, Hopted provides a powerful extension, effectively functioning as an Amazon Google Sheets extension. It transforms Google Sheets into a dynamic business intelligence hub, where users can create custom reports, dashboards, and visualizations based on real-time data from their connected applications. This eliminates the need to switch between different platforms, download and reconcile data, and grapple with outdated information. This is a game-changer for Amazon sellers who want to monitor their FBA performance and optimize their supply chain, including potential AWD usage. Hopted is particularly valuable for organizations that may lack dedicated data teams. By simplifying data access and automation, Hopted democratizes data, making it accessible and actionable for everyone within the company. This empowers employees across departments – from sales and marketing to operations and finance – to make data-driven decisions without relying on specialized technical expertise. This is especially relevant for Amazon sellers, who often need to wear multiple hats and manage various aspects of their business. ✔ Gain a holistic view of their operations, including Amazon Seller Central performance ✔ Improve data accuracy and consistency, crucial for managing FBA inventory ✔ Automate repetitive data-related tasks, freeing up time for strategic decisions related to AWD ✔ Enhance collaboration and communication across teams ✔ Make faster, more informed decisions to optimize Amazon sales and logistics ✔ Ultimately, drive growth and profitability in their e-commerce ventures Take the next step - add the Hopted browser extension to Google Sheets.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Hopted?

  • Seller: Hopted
  • Year Founded: 2023
  • HQ Location: N/A
  • Twitter: @Hopted_com
    4 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Hopted?

AI-generated summary from verified user reviews

Pros
  • Users praise Hopted for its ease of use, as it integrates seamlessly and quickly with minimal hassle.
  • Users commend the easy integration with Hopted, effortlessly linking data to enhance productivity without complications.
  • Users find implementation easy with Hopted, appreciating quick setup and seamless integration with Amazon Seller Central data.
  • Users are thrilled with Hopted's seamless integration capabilities, as it effortlessly connects their systems for improved functionality.
  • Users praise the setup ease of Hopted, highlighting its efficient integration with Amazon Seller Central and Google Sheets.

What Are Recent G2 Reviews of Hopted?

IBM Information Server on Cloud

InfoSphere Information Server on Cloud provides a fully customizable, comprehensive data integration platform powered by the IBM Cloud infrastructure. Bring flexibility and scalability to your enterprise information strategy.

Average Rating: 3.5/5.0

Total Reviews: 1

How Do G2 Users Rate IBM Information Server on Cloud?

  • Has the product been a good partner in doing business?: 6.7/10 (Category avg: 9.1/10)

Who Is the Company Behind IBM Information Server on Cloud?

  • Seller: IBM
  • Year Founded: 1911
  • HQ Location: Armonk, New York, United States
  • Twitter: @IBMSecurity
    74,660 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    344,328 employees on LinkedIn®
  • Ownership: SWX:IBM

Who Uses This Product?

  • Company Size: 100% Large

Lenses

Lenses is the Developer Experience for enterprises to work with every Apache Kafka-based technology, in one place. Trusted by Europcar, Adidas, Daimler and Kandji, Lenses simplifies data streaming across hybrid and multi-cloud environments, giving engineers the autonomy to explore, integrate, and govern data -- and modernize their applications with ease: - Efficiently find, explore, process, integrate and govern streams with a data catalog, SQL studio and SQL stream processors - Confidently share, migrate and back up data streams across any cloud or environment with the Kafka to Kafka replicator - Lenses K2K - Reduce the manual burden of Kafka operations with Lenses AI Agents. Product Website www.lenses.io

Average Rating: 4.2/5.0

Total Reviews: 17

How Do G2 Users Rate Lenses?

  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 9.1/10)

Who Is the Company Behind Lenses?

  • Seller: Lenses.io Ltd
  • Company Website:
  • Year Founded: 2016
  • HQ Location: London, England
  • Twitter: @lensesio
    732 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    33 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 47% Large, 35% Medium

What Do G2 Reviewers Say About Lenses?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Lenses, finding it simplifies data visualization and stream management.
  • Users appreciate the simple and effective user interface of Lenses, making navigation and work enjoyable.
  • Users value the user-friendly interface of Lenses, appreciating its clear visualization and SQL querying for Kafka resources.
  • Users appreciate the intuitive design of Lenses, enhancing their productivity and making Kafka more accessible.
  • Users appreciate the dependable data management of Lenses, finding it simple and effective for their workflow.
Cons
  • Users are concerned about feature limitations leading to potential vendor lock-in and limited future flexibility.
  • Users express concern over the risk of vendor lock-in and stagnant development, limiting future flexibility and improvements.
  • Users feel that limited access to features leads to vendor lock-in, affecting flexibility and future interoperability.
  • Users find Lenses lacking essential features and improvements, resulting in a stagnant user experience over the years.
  • Users express concern over the product maturity of Lenses, citing unresolved bugs and a lack of documentation and innovation.

What Are Recent G2 Reviews of Lenses?

Marjory

Marjory is The all-in-one middleware solution for data integration, to cost-effectively simplify complex workflows. Our solution is designed for small and mid businesses, to cost-effectively manage high volume data integration, simplify, automate and manage complex workflows, dedicated to composable architecture, that facilitate connections between Legacy IT systems and top SaaS solutions.

Average Rating: 3.5/5.0

Total Reviews: 1

How Do G2 Users Rate Marjory?

  • Automation: 10.0/10 (Category avg: 9.0/10)
  • Scalability: 3.3/10 (Category avg: 8.7/10)
  • Auditing: 3.3/10 (Category avg: 8.2/10)

Who Is the Company Behind Marjory?

  • Seller: Marjory
  • Year Founded: 2018
  • HQ Location: Paris, FR
  • LinkedIn® Page: www.linkedin.com
    34 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

NexNow Integration Services

Data feeds that automatically shuttle data back and forth between ConnectWise and third-party apps or custom-built systems. Integrations that extend the range of ConnectWise's ability with third-party platforms and services. Applications that dramatically increase ConnectWise functionality, or perform a specific set of tasks based on your particular workflow.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate NexNow Integration Services?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.1/10)
  • Automation: 8.3/10 (Category avg: 9.0/10)
  • Scalability: 6.7/10 (Category avg: 8.7/10)
  • Auditing: 8.3/10 (Category avg: 8.2/10)

Who Is the Company Behind NexNow Integration Services?

  • Seller: NexNow
  • Year Founded: 2011
  • HQ Location: Charleston, US
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of NexNow Integration Services?

Nirvana

Nirvana Integration Platform, by Distilled Data. The Easiest, Fastest and Most Budget Friendly Integration Solution. What Makes our NetSuite Connector The Best? We have custom built our NetSuite connector to utilize SOAP, REST and SuiteQL interfaces. But it goes a lot further than that.​ We have mastered NetSuite's API integration capabilities. Not every object is available in NetSuite's interfaces. Some objects are accessible via SOAP, some are in REST and if you want really fast data extraction from NetSuite, we use NetSuite's query language SuiteQL. We are the only solution which has studied, tested, vetted and continuously improves this magical recipe. We are the Michelin Star Chefs of the NetSuite extraction interfaces. http://distilleddata.io

Average Rating: 5.0/5.0

Total Reviews: 3

How Do G2 Users Rate Nirvana?

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

Who Is the Company Behind Nirvana?

  • Seller: Distilled Data
  • Year Founded: 2020
  • HQ Location: San Rafael, US
  • Twitter: @distilleddata
    2 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Medium, 33% Small

What Are Recent G2 Reviews of Nirvana?

Note API Connector

Note API Connector helps you to import and sync data from any API into Notion. No coding required. You can pull in live data from any app or online service and instantly sync it with Notion. Track project updates, fetch financial reports, or keep up with stock prices—automatically. With scheduled runs, you can automate data imports into Notion at your preferred intervals. Whether it's every hour, every 5 minutes, or at custom times, your Notion workspace will always stay up to date.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Note API Connector?

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

Who Is the Company Behind Note API Connector?

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Note API Connector?

AI-generated summary from verified user reviews

Pros
  • Users enjoy the easy API integration of Note API Connector, which significantly streamlines workflows and saves time.
  • Users highlight the automation capabilities of Note API Connector, significantly streamlining their workflows and saving time.
  • Users appreciate the responsive and helpful customer support of Note API Connector, enhancing their integration experience.
  • Users appreciate the ease of use of Note API Connector, effortlessly integrating it into their workflows.
  • Users find the ease of use and quick implementation of Note API Connector greatly enhances their workflow efficiency.
Cons
  • Users report limited UI customization options, wishing for greater flexibility in data presentation on the platform.

What Are Recent G2 Reviews of Note API Connector?

Pipestream

Pipestream is a powerful data pipeline tool that connects your website with BigQuery through Google Analytics to capture real-time hits in the shortest, fastest way possible, within 60 seconds. Pipestream enables you to capture unsampled raw first party data directly into your BigQuery data warehouse powering your business with agility to respond to market trends, personalise user experience, identify anomalies and report campaign performance in real-time.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Pipestream?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Pipestream?

What Are G2 Users Discussing About Pipestream?

Precisely Connect

Enable real time decisions with Precisely Connect. Seamlessly integrate data from legacy systems into modern cloud and data platforms for faster, more confident action.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Precisely Connect?

  • Automation: 10.0/10 (Category avg: 9.0/10)

Who Is the Company Behind Precisely Connect?

  • Seller: Precisely
  • HQ Location: Burlington, Massachusetts
  • Twitter: @PreciselyData
    3,963 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,046 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Precisely Connect?

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