# Top Free DataOps Platforms ## How Many DataOps Platforms Products Does G2 Track? **Total Products under this Category:** 105 ### Category Stats (Jul 2026) - **Average Rating:** 4.59/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** Datacoves (+0.27%) - Among all products in this category, Datacoves recorded the largest rating increase compared to last month _Last updated: July 21, 2026_ ## How Does G2 Rank DataOps Platforms Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 5,200+ Authentic Reviews - 105+ 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. [ Databricks ](https://www.g2.com/products/databricks/reviews) By [Databricks Inc.](https://www.g2.com/sellers/databricks-inc) [ 4.6/5(1,349) ](https://www.g2.com/products/databricks/reviews) What do users say? Users consistently praise the ease of use and powerful integration of Databricks, highlighting its ability to streamline data workflows and enhance collaboration across teams. The platform's unified a Pros and Cons [ Features (192) ](https://www.g2.com/products/databricks/reviews?qs=pros-and-cons)[ Learning Curve (78) ](https://www.g2.com/products/databricks/reviews?qs=pros-and-cons) [ dbt ](https://www.g2.com/products/dbt/reviews) By [dbt Labs](https://www.g2.com/sellers/dbt-labs) [ 4.7/5(209) ](https://www.g2.com/products/dbt/reviews) What do users say? Users consistently praise ease of use and seamless integration with various data platforms, highlighting how dbt simplifies data transformation processes and enhances collaboration among teams. The to Pros and Cons [ Ease of Use (34) ](https://www.g2.com/products/dbt/reviews?qs=pros-and-cons)[ Limited Functionality (13) ](https://www.g2.com/products/dbt/reviews?qs=pros-and-cons) [![G2 Advertising](/assets/my-g2-logo-41632af6f81a240a0a9886638f412b2ac9a29f4001534f8c83be89a58ef9d45d.svg "G2 Advertising")](https://sell.g2.com/case-studies/how-aisdr-uses-g2-ads-to-turn-g2-into-top-5-traffic-source) Sponsored G2 Advertising Get 2x conversion than Google Ads with G2 Advertising! G2 Advertising places your product in premium positions on high-traffic pages and on targeted competitor pages to reach buyers at key comparison moments. [ Learn More ](https://sell.g2.com/case-studies/how-aisdr-uses-g2-ads-to-turn-g2-into-top-5-traffic-source) [ 5X ](https://www.g2.com/products/5x/reviews) By [5X](https://www.g2.com/sellers/5x) [ 4.9/5(81) ](https://www.g2.com/products/5x/reviews) What do users say? Users consistently praise the platform for its ease of use and exceptional support, which streamline data management and integration processes. Many appreciate how it consolidates various data tools i Pros and Cons [ Ease of Use (20) ](https://www.g2.com/products/5x/reviews?qs=pros-and-cons)[ Steep Learning Curve (5) ](https://www.g2.com/products/5x/reviews?qs=pros-and-cons) [ Astro by Astronomer ](https://www.g2.com/products/astro-by-astronomer/reviews) By [Astronomer](https://www.g2.com/sellers/astronomer) [ 4.5/5(136) ](https://www.g2.com/products/astro-by-astronomer/reviews) What do users say? Users consistently praise the product for its ease of use and excellent support, highlighting how it simplifies Airflow management and allows teams to focus on building data pipelines rather than infr Pros and Cons [ Ease of Use (25) ](https://www.g2.com/products/astro-by-astronomer/reviews?qs=pros-and-cons)[ Expensive (8) ](https://www.g2.com/products/astro-by-astronomer/reviews?qs=pros-and-cons) [ Y42 ](https://www.g2.com/products/y42-y42/reviews) By [Y42](https://www.g2.com/sellers/y42-f0288f79-5826-460d-ba84-59d0f8b2f3b3) [ 4.9/5(21) ](https://www.g2.com/products/y42-y42/reviews) What do users say? Users consistently praise the seamless integration of multiple data sources and the intuitive interface that simplifies complex data modeling. The platform's strong customer support is frequently high [ Weld ](https://www.g2.com/products/weld-weld/reviews) By [Weld](https://www.g2.com/sellers/weld-733aad41-2e36-4f42-9349-7d847f41d873) [ 4.8/5(105) ](https://www.g2.com/products/weld-weld/reviews) What do users say? Users consistently praise the product for its ease of use and excellent customer support, which significantly reduces the time needed to set up and manage data workflows. The intuitive interface and A Pros and Cons [ Customer Support (10) ](https://www.g2.com/products/weld-weld/reviews?qs=pros-and-cons)[ Limited Connectors (5) ](https://www.g2.com/products/weld-weld/reviews?qs=pros-and-cons) [ Peliqan ](https://www.g2.com/products/peliqan/reviews) By [Peliqan](https://www.g2.com/sellers/peliqan) [ 4.8/5(84) ](https://www.g2.com/products/peliqan/reviews) What do users say? Users consistently praise Peliqan for its ease of integration and low-code capabilities, which simplify connecting various data sources and automating workflows. The platform's ability to combine SQL Pros and Cons [ Ease of Use (45) ](https://www.g2.com/products/peliqan/reviews?qs=pros-and-cons)[ Learning Difficulty (18) ](https://www.g2.com/products/peliqan/reviews?qs=pros-and-cons) [ Hightouch ](https://www.g2.com/products/hightouch/reviews) By [Hightouch](https://www.g2.com/sellers/hightouch) [ 4.6/5(399) ](https://www.g2.com/products/hightouch/reviews) What do users say? Users consistently praise the ease of use and intuitive interface of Hightouch, highlighting how quickly they can set up data syncs and integrate with various platforms. The responsive customer suppor Pros and Cons [ Ease of Use (14) ](https://www.g2.com/products/hightouch/reviews?qs=pros-and-cons)[ Expensive (4) ](https://www.g2.com/products/hightouch/reviews?qs=pros-and-cons) [ Nexla ](https://www.g2.com/products/nexla/reviews) By [Nexla](https://www.g2.com/sellers/nexla) [ 4.6/5(63) ](https://www.g2.com/products/nexla/reviews) What do users say? Users consistently praise the ease of use and no-code functionality of Nexla, which allows both technical and non-technical users to create and manage data workflows efficiently. The platform's abilit Pros and Cons [ Ease of Use (21) ](https://www.g2.com/products/nexla/reviews?qs=pros-and-cons)[ Learning Difficulty (7) ](https://www.g2.com/products/nexla/reviews?qs=pros-and-cons) [ ILUM ](https://www.g2.com/products/ilum-ilum/reviews) By [Ilum](https://www.g2.com/sellers/ilum) [ 4.9/5(23) ](https://www.g2.com/products/ilum-ilum/reviews) What do users say? Users consistently praise ILUM for its ease of integration and flexibility, allowing seamless operation across on-premise and cloud environments. The platform simplifies complex data management tasks, Pros and Cons [ Ease of Use (17) ](https://www.g2.com/products/ilum-ilum/reviews?qs=pros-and-cons)[ Complex Setup (9) ](https://www.g2.com/products/ilum-ilum/reviews?qs=pros-and-cons) [ Orchestra ](https://www.g2.com/products/orchestra-orchestra/reviews) By [Orchestra](https://www.g2.com/sellers/orchestra-3e1057dc-7c1d-4451-89a9-a90f17f4ffbd) [ 4.9/5(17) ](https://www.g2.com/products/orchestra-orchestra/reviews) What do users say? Users consistently praise the ease of use and robust integrations that allow for quick setup and management of data pipelines. The platform's ability to provide clear visibility into failures enhances Pros and Cons [ Automation (1) ](https://www.g2.com/products/orchestra-orchestra/reviews?qs=pros-and-cons) [ Mozart Data ](https://www.g2.com/products/mozart-data-mozart-data/reviews) By [Mozart Data](https://www.g2.com/sellers/mozart-data) [ 4.6/5(68) ](https://www.g2.com/products/mozart-data-mozart-data/reviews) What do users say? Users consistently praise the ease of use and excellent customer support provided by Mozart Data, making it a reliable choice for managing data pipelines. Many appreciate how quickly they can integrat [ Coalesce Catalog (formerly... ](https://www.g2.com/products/castor-doc/reviews) By [Coalesce](https://www.g2.com/sellers/coalesce) [ 4.7/5(64) ](https://www.g2.com/products/castor-doc/reviews) What do users say? Users consistently praise the intuitive interface and powerful lineage features of the product, which simplify data discovery and documentation. Many find it invaluable for enhancing data governance a Pros and Cons [ Ease of Use (3) ](https://www.g2.com/products/castor-doc/reviews?qs=pros-and-cons)[ Connector Issues (1) ](https://www.g2.com/products/castor-doc/reviews?qs=pros-and-cons) [ Stonebranch ](https://www.g2.com/products/stonebranch/reviews) By [Stonebranch, Inc](https://www.g2.com/sellers/stonebranch-inc) [ 4.5/5(129) ](https://www.g2.com/products/stonebranch/reviews) What do users say? Users consistently praise the product for its ease of use and robust automation capabilities, which streamline complex workflows and enhance operational efficiency. The intuitive interface allows both Pros and Cons [ Ease of Use (24) ](https://www.g2.com/products/stonebranch/reviews?qs=pros-and-cons)[ Complexity (16) ](https://www.g2.com/products/stonebranch/reviews?qs=pros-and-cons) [ Keboola ](https://www.g2.com/products/keboola/reviews) By [Keboola](https://www.g2.com/sellers/keboola) [ 4.6/5(139) ](https://www.g2.com/products/keboola/reviews) What do users say? Users consistently praise Keboola for its ease of use and robust customer support, which facilitate quick setup and management of data workflows. The platform's intuitive interface and extensive range Pros and Cons [ Ease of Use (35) ](https://www.g2.com/products/keboola/reviews?qs=pros-and-cons)[ Learning Curve (14) ](https://www.g2.com/products/keboola/reviews?qs=pros-and-cons) [![G2 Advertising](/assets/my-g2-logo-41632af6f81a240a0a9886638f412b2ac9a29f4001534f8c83be89a58ef9d45d.svg "G2 Advertising")](https://sell.g2.com/case-studies/how-aisdr-uses-g2-ads-to-turn-g2-into-top-5-traffic-source) Sponsored G2 Advertising Get 2x conversion than Google Ads with G2 Advertising! G2 Advertising places your product in premium positions on high-traffic pages and on targeted competitor pages to reach buyers at key comparison moments. 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