Best DataOps Platforms - Page 5

How Many DataOps Platforms Products Does G2 Track?

Total Products under this Category: 125

Category Stats (Sep 2026)

  • Average Rating: 4.59/5 (↑0.01 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Cloudera (+2.21%) - Among all products in this category, Cloudera recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank DataOps Platforms Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 6,400+ Authentic Reviews
  • 125+ 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 DataOps Platforms

G2 Grid® for DataOps Platforms plotting products by satisfaction and market presence

Highlighted products: Databricks, Fivetran, ServiceNow Workflow Data Fabric, Flip, dbt, 5X, Monte Carlo, and Astro by Astronomer.

Underlying data: [Grid® JSON](https://www.g2.com/categories/dataops-platforms/grids.json?focus%5B%5D=databricks&focus%5B%5D=fivetran&focus%5B%5D=servicenow-workflow-data-fabric&focus%5B%5D=kanerika-flip&focus%5B%5D=dbt&focus%5B%5D=5x&focus%5B%5D=monte-carlo&focus%5B%5D=astro-by-astronomer)

FST Network- Logic Operating Centre

FST Network aims to revolutionize the data landscape by creating world's first cloud-native and serverless data mesh platform. Logic Operating Centre (LOC) is fully capable to "productize" and "eventify" your data with easy-to-deploy data pipelines which seamlessly connects everything across your organization, bringing agile, accessible and trustworthy business insights. The data age is constantly changing and the race is fiercer then ever - but we are there to give you a winning edge.

Average Rating: 4.0/5.0

Total Reviews: 10

How Do G2 Users Rate FST Network- Logic Operating Centre?

  • Ease of Use: 7.8/10 (Category avg: 9.0/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 10/10 (Category avg: 10/10)

Who Is the Company Behind FST Network- Logic Operating Centre?

  • Seller: FST NETWORK
  • Year Founded: 2018
  • HQ Location: Singapore, SG
  • Twitter: @FSTNetworkTW
    4,142 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    14 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Small, 40% Medium

What Are Recent G2 Reviews of FST Network- Logic Operating Centre?

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?

  • Ease of Use: 10.0/10 (Category avg: 9.0/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 3.3/10 (Category avg: 10/10)

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?

Insigna

Insigna - Unified Digital Operations Platform™ offers comprehensive solutions for unification, management & analysis of operations data enabling insights for informed decisions and performance improvements. With Insigna, you unlock the full potential of your data. Insigna solutions focus on open integration, enabling Seamless Connectivity across your ops, Data Analytics, Workflow Simplification, Automation, & Optimization, empowering organizations to harness the power of Data Intelligence. A user-friendly, no-code configuration, helps you easily create customized dashboards & reports for actionable insights at your fingertips. Experience a rapid return on investment as Insigna streamlines your workflows & automates repetitive tasks, freeing up valuable resources for strategic initiatives. With real-time analytics & intuitive intelligence, decision-makers can quickly identify trends and make informed choices that drive incremental growth.

Average Rating: 4.8/5.0

Total Reviews: 2

Who Is the Company Behind Insigna?

Who Uses This Product?

  • Company Size: 50% Medium

What Are Recent G2 Reviews of Insigna?

Cinchy

With the Cinchy Data Collaboration platform liberate data from applications and control and connect as data products in a network, eliminating the need for future data integration. Build a more agile data ecosystem that makes change simple, rapidly accelerates business outcomes, and fosters collaborative intelligence across your enterprise. With Cinchy, cure the pains of integration to deliver projects at half the cost and time, improve data governance with universal data access controls, and provide data access to business users for self-serve reporting and analytics.

Average Rating: 4.8/5.0

Total Reviews: 19

How Do G2 Users Rate Cinchy?

  • Ease of Use: 9.3/10 (Category avg: 9.0/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 10/10 (Category avg: 10/10)

Who Is the Company Behind Cinchy?

  • Seller: Cinchy
  • Year Founded: 2017
  • HQ Location: Toronto, ON
  • Twitter: @itscinchy
    460 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    40 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services
  • Company Size: 53% Medium, 37% Large

What Are Recent G2 Reviews of Cinchy?

What Are G2 Users Discussing About Cinchy?

CloudFabrix

Data-centric AIOps Platform for Hybrid Deployments Powered by Robotic Data Automation Fabric (RDAF) Enabling the Autonomous Enterprise! - CloudFabrix was founded on a deep desire to enable Autonomous Enterprises. As we interviewed several big and small enterprises, one thing became very apparent. As Digital businesses were becoming more complex and abstract, it was impossible for traditional data management disciplines and frameworks to meet these requirements. As we dug deeper, 3 building blocks emerged as key pillars for embarking on a autonomous enterprise journey – the enterprise needed to adopt 1) Data-First 2) AI-First and 3) Automate Everywhere strategy. CloudFabrix AIOps platform provides the following services. 1) Alert Noise Reduction 2) Incident Management 3) Predictive Analytics & Anomaly Detection 4) FinOps/Asset Intelligence & Analytics 5) Log Intelligence. CloudFabrix Platform powered by RDAF has six differentiating pillars. 1) Data fabric for data integration & automation 2) Low Code/No Code Observability Pipelines to aggregate, transform, enrich correlate and route 3) Continuous Learning for explainable AI/ML models & transformers 4) AIOps as a service for multi-tenant, distributed hybrid consumption 5) Observability Dashboards for full stack observability insights 6) Full Stack Mappings for dependency and impact data model and maps CloudFabrix empowers IT leaders and operations personnel with actionable intelligence to make faster and better decisions. CloudFabrix is headquartered in Pleasanton, CA with branch offices in India and the United Kingdom.

Average Rating: 4.8/5.0

Total Reviews: 10

How Do G2 Users Rate CloudFabrix?

  • Ease of Use: 9.8/10 (Category avg: 9.0/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 3.3/10 (Category avg: 10/10)

Who Is the Company Behind CloudFabrix?

  • Seller: CloudFabrix Software
  • Year Founded: 2015
  • HQ Location: Pleasanton, California
  • Twitter: @CloudFabrix
    4 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    118 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 50% Medium, 30% Small

What Are Recent G2 Reviews of CloudFabrix?

What Are G2 Users Discussing About CloudFabrix?

DataInbox

Control Plane for Data, Decisions & AI DataInbox governs business intent, data, and events before automation or AI systems act, so decisions are made on truth, not assumptions. The trusted interface between your business and AI - intelligent action. Manage your data like email. Receive, understand, and act on every piece of your data, instantly and intelligently. Your Data. Your Inbox. Your AI.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate DataInbox?

  • Ease of Use: 8.3/10 (Category avg: 9.0/10)

Who Is the Company Behind DataInbox?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of DataInbox?

DataKitchen DataOps Platform

The DataKitchen DataOps Platform is the only complete, tool-agnostic enterprise DataOps Process Hub on the market. The DataKitchen DataOps Platform allows data organizations to: (1) Automate the testing and monitoring of data pipelines; (2) Meta-orchestrate data processes, tools, and teams regardless of location or environment (e.g., on-prem, cloud, multi-cloud, hybrid); (3) Spin up development test environments in seconds or minutes, not weeks or months; (4) Continuously deploy with a few clicks; (5) Collaborate across data teams, tools, processes, and environments; (6) Measure data teams' productivity, test coverage, error reduction, deployment speed, and SLAs. With the DataKitchen DataOps Platform, your data organization can: (A) reduce error rates; (B) speed up data analytic cycle times; (C) measure your DataOps KPIs; (D) improve inter- and intra- data team collaboration; (E) improve team culture by adopting Agile principles; and (F) improve customer happiness by providing trusted, useful, and timely insight within hours, not weeks or months.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate DataKitchen DataOps Platform?

  • Data Observability: 8.3/10 (Category avg: 9.0/10)
  • Testing capabilities: 10.0/10 (Category avg: 8.7/10)
  • Ease of Use: 10.0/10 (Category avg: 9.0/10)

Who Is the Company Behind DataKitchen DataOps Platform?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of DataKitchen DataOps Platform?

What Are G2 Users Discussing About DataKitchen DataOps Platform?

DataOps.live

DataOps.live, the Data Products company, delivers productivity and governance breakthroughs for data developers and teams through environment automation, pipeline orchestration, continuous testing and unified observability. We bring agile DevOps automation and a powerful unified cloud Developer Experience (DX) ​to modern cloud data platforms like Snowflake.​ DataOps.live, a global cloud-native company, is used by Global 2000 enterprises including Roche Diagnostics and OneWeb to deliver 1000s of Data Product releases per month with the speed and governance the business demands. ​ For more information, visit www.dataops.live or connect with the team on LinkedIn or Twitter.​

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate DataOps.live?

  • Data Observability: 8.3/10 (Category avg: 9.0/10)
  • Testing capabilities: 8.3/10 (Category avg: 8.7/10)
  • Ease of Use: 8.3/10 (Category avg: 9.0/10)

Who Is the Company Behind DataOps.live?

  • Seller: DataOps.live
  • Year Founded: 2020
  • HQ Location: London, England, United Kingdom
  • LinkedIn® Page: www.linkedin.com
    38 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Large, 50% Medium

What Are Recent G2 Reviews of DataOps.live?

Datazip

Discover Datazip, a comprehensive no-code data engineering solution designed for time-conscious analysts and operators. Simplify your data management process by consolidating dispersed data sources, utilizing ETL, data warehousing, and transformation capabilities. With Datazip's intuitive platform, create a dependable, scalable data infrastructure in a mere 45 minutes. Experience swift data connections, robust querying, and smooth exporting to drive insightful decision-making.

Average Rating: 4.7/5.0

Total Reviews: 13

How Do G2 Users Rate Datazip?

  • Ease of Use: 9.7/10 (Category avg: 9.0/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 10/10 (Category avg: 10/10)

Who Is the Company Behind Datazip?

Who Uses This Product?

  • Company Size: 46% Small, 31% Medium

What Are Recent G2 Reviews of Datazip?

EdgeData360

An enterprise Industrial DataOps and Agentic AI platform that unifies OT/IT data and securely feeds live factory telemetry to autonomous AI agents.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind EdgeData360?

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of EdgeData360?

Okera

Okera, the universal data authorization company, helps modern, data-driven enterprises accelerate innovation, minimize data security risks, and enforce compliance with data privacy regulations. The Okera Dynamic Access Platform automatically enforces universal fine-grained access control policies. This allows employees, customers, and partners to use data responsibly, while protecting them from inappropriately accessing data that is confidential, personally identifiable, or regulated. Okera’s robust audit capabilities and data usage intelligence deliver the real-time and historical information that data security, compliance, and data delivery teams need to respond quickly to incidents, optimize processes, and analyze the performance of enterprise data initiatives. Okera began development in 2016 and now dynamically authorizes access to hundreds of petabytes of sensitive data for the world’s most demanding F100 companies and regulatory agencies. The company is headquartered in San Francisco and is backed by Bessemer Venture Partners, ClearSky Security, and Felicis Ventures. For more information, visit www.okera.com or contact info@okera.com.

Average Rating: 4.0/5.0

Total Reviews: 10

How Do G2 Users Rate Okera?

  • Data Observability: 10.0/10 (Category avg: 9.0/10)
  • Testing capabilities: 8.3/10 (Category avg: 8.7/10)
  • Ease of Use: 6.9/10 (Category avg: 9.0/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 10/10 (Category avg: 10/10)

Who Is the Company Behind Okera?

  • Seller: Okera
  • Year Founded: 2016
  • HQ Location: San Francisco, CA
  • Twitter: @okerainc
    379 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    19 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Small, 30% Large

What Are Recent G2 Reviews of Okera?

Revefi Data Operations Cloud

Founded in 2021 by ThoughtSpot co-founders Sanjay Agrawal and Shashank Gupta, the Revefi Data Operations Cloud disrupts the data observability experience of today with a converged solution for data quality, spend, usage and performance management. Revefi's proprietary Intelligence Layer delivers AI-powered insights, enabling rapid detection and resolution of critical data issues. Revefi empowers data teams to optimize ROI, streamline costs and elevate their data observability and performance through an integrated zero-touch platform. To learn more, please visit revefi.com.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Revefi Data Operations Cloud?

  • Data Observability: 10.0/10 (Category avg: 9.0/10)
  • Testing capabilities: 10.0/10 (Category avg: 8.7/10)
  • Ease of Use: 10.0/10 (Category avg: 9.0/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 3.3/10 (Category avg: 10/10)

Who Is the Company Behind Revefi Data Operations Cloud?

  • Seller: Revefi
  • Year Founded: 2021
  • HQ Location: Redmond, US
  • LinkedIn® Page: www.linkedin.com
    33 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Revefi Data Operations Cloud?

ThinkData Works

ThinkData Works offers a data catalog platform designed to improve the process of connecting, managing, and sharing data. Cut costs and improve productivity with unique features for virtualizing entire data warehouses, managing custom metadata and templates, and monitoring data health in real time. The result is a centralized view of refined data that can be better leveraged to drive business outcomes — with access and governance controls that support observability and compliance. - Build automated connections to data from any source - Manage, observe, and govern data on a platform as user-friendly as it is powerful - Easily and securely share data to any users, organizations, or applications https://www.thinkdataworks.com

Average Rating: 4.6/5.0

Total Reviews: 14

How Do G2 Users Rate ThinkData Works?

  • Data Observability: 10.0/10 (Category avg: 9.0/10)
  • Testing capabilities: 10.0/10 (Category avg: 8.7/10)
  • Ease of Use: 9.7/10 (Category avg: 9.0/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 3.3/10 (Category avg: 10/10)

Who Is the Company Behind ThinkData Works?

  • Seller: ThinkData Works
  • Year Founded: 2014
  • HQ Location: Toronto, CA
  • Twitter: @thinkdataworks
    1,211 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 64% Medium, 36% Small

What Are Recent G2 Reviews of ThinkData Works?

1Platform

1Platform by Polestar Analytics is a unified, low-code data intelligence ecosystem that transforms enterprise data management through its powerful orchestration engine, AI capabilities, and comprehensive analytics portal. Built with a no-code platform for data engineering, it seamlessly integrates 100+ data sources while providing automated data lake acceleration, historical data migration, and comprehensive data quality scorecards with execution logs for complete governance. What sets 1Platform apart is its ability to deliver actionable intelligence at scale through unified insights access, agentic and generative AI capabilities that go beyond data summarization to extract additional insights and advanced preloaded, scalable and customisable LLM and reasoning models reducing time and talent requirement. The platform operates through a single, intuitive interface across any cloud environment with modular, plug-and-play architecture, featuring access-based configuration for analytics, dashboard management, and a comprehensive notifications hub for tracking key activities. Backed by 350+ successful clients, 1,000+ implementations, and an exceptional 87% repeat business rate across 20+ global markets, Polestar Analytics delivers the agility, speed, and intelligence that modern enterprises demand to maintain their competitive edge.

Who Is the Company Behind 1Platform?

  • Seller: Polestar Analytics
  • Year Founded: 2012
  • HQ Location: Plano, US
  • Twitter: @PolestarLLP
    508 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    634 employees on LinkedIn®

Above Data

Above Data provides AI-ready data solutions that address the core challenges of transforming chaotic consumer data into useable metadata. Our platform leverages LLMs and proprietary algorithms to transform fragmented attributes and metadata describing consumer actions into applicable knowledge. We offer comprehensive data transformation and interoperability services, ensuring accuracy, compliance, and scalability. Unlike generalized AI platforms, Above Data brings deep domain expertise in consumer data, understanding the nuances of various industries, including AdTech/MarTech, Retail, CPG, and Finance. This expertise, combined with robust training data, enables us to deliver tailored solutions that address specific business needs. Our solutions seamlessly integrate with existing data infrastructure, including platforms like Snowflake, Databricks, and LiveRamp. By acting as the "connective tissue" for data, Above Data empowers businesses to unlock the full potential of AI, driving revenue growth, improving customer experiences, and gaining a competitive edge.

Who Is the Company Behind Above Data?

  • Seller: Above Data
  • Year Founded: 2020
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®
Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated October 3, 2024