Total Products under this Category: 153
Last updated: November 01, 2026
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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.
Highlighted products: Databricks, Google Cloud BigQuery, Snowflake, SAP Datasphere, IBM watsonx.data, Amazon Redshift, Teradata Autonomous Knowledge Platform, and Cloudera.
Underlying data: [Grid® JSON](https://www.g2.com/categories/data-warehouse/grids.json?focus%5B%5D=databricks&focus%5B%5D=google-cloud-bigquery&focus%5B%5D=snowflake&focus%5B%5D=sap-datasphere&focus%5B%5D=ibm-watsonx-data&focus%5B%5D=amazon-redshift&focus%5B%5D=teradata-autonomous-knowledge-platform&focus%5B%5D=cloudera&segment=all)
Symfoware Analytics Server is Fujitsu's high-performance database software that is designed for use with data warehouses.
BigLake BigLake is a storage engine that unifies data warehouses and lakes by enabling BigQuery and open source frameworks like Spark to access data with fine-grained access control. BigLake provides accelerated query performance across multi-cloud storage and open formats such as Apache Iceberg.
HarperDB eliminates the complexity typically synonymous with distributed services by combining an ultra-fast document-style data store, in-memory cache, real-time message broker, and your application components into a single distributed technology. When clustered and geo-distributed, HarperDB nodes instantly synchronize data to deliver a horizontally scalable service fabric, ensuring low-latency in-region responses for clients worldwide. In addition to massive cost savings at scale, HarperDB’s REST, GraphQL, and real-time interfaces make light work of servicing frontend requirements. Install and manage on your hardware, or have us host your services with HarperDB Cloud. For questions, reach us at hello@harperdb.io.
Average Rating: 4.8/5.0
Total Reviews: 4
Rating: 5.0/5.0 stars
— Michael K.
"Harper DB: Best Database for your data"
Rating: 5.0/5.0 stars
— Vora R.
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Hydrolix is a serverless, cloud native database platform that is optimized for low-latency ad hoc queries of high-volume, append-only data. Patented compression technology and an architecture that offers elasticity in scaling and on-demand massive parallelism means Hydrolix delivers data warehouse performance at data lake prices. Deployed in your own cloud account, Hydrolix is ideal for devops, secops, and data engineering work flows, eliminating the need to make architectural and business trade-offs driven by high data costs and operational complexity. Switching to Hydrolix allows you to store more data for less, increase performance, and put an end to infrastructure creep.
NAP is a comprehensive software package for planning and analysis of electric power networks.NAP is the result of more than 30 years of Systems Europe experience in load flow models, new research on mathematical and physical systems and modern Object Oriented Programming techniques.A single graphical user interface allows to access several calculation models: - Initial Load Flow (ILF) - Constrained Power Flow (CPF) - Optimum Power Flow (OPF) - Short Circuit (SCC) - Contingency Analysis (OUTSIM)
Indigo DQM is high level data management, query and reporting system designed to maximise data assets, information and intelligence.
Jsonpage is a REST API for company data covering France, Belgium, Switzerland, the United Kingdom, Ireland, Norway, Sweden, Finland, Estonia, Latvia, Lithuania, Australia, Singapore and Japan. Search companies by name or identifier, verify registration, VAT and EORI numbers, and get notified by email or webhook when a company closes or changes address. Data comes from official registers and is returned in the same JSON format for every country. Fixed monthly price with no credits; the free plan includes 1,000 requests per day with no credit card. Data hosted in the European Union.
Justransform is a web based solution made to synchronize, normalize and analyze data across all your applications. Justransform support to synchronize, normalize and analyze data across all your applications including b2b, apps, cloud, mobile, big data, web form, people EDI, X12 EDI, DIFACT EDI, HIPAA EDI, HL7 EDI, IATA Rosettanet OAGIS cXML IDOC Flatfile (CSV, TSV), etc.
Kyligence Enterprise is an enterprise-grade AI-powered analytics platform built on Apache Kylin. It provides a unified metrics platform that enables business users and data analysts to perform multi-dimensional analytics on big data at massive scale. Kyligence Enterprise delivers sub-second query performance on petabytes of data through OLAP cubes and AI augmented analytics.
Turn disparate data into actionable intelligence. The Lakebed app is a central hub to store your data from many different places. Use the app to quickly and easily create powerful dashboards, reports, and business applications.
logi-Cloud SaaS WMS, designed for the digital economy, helps warehouses to transform by supplying digitalized operation controls, real-time data collection and sharing, Internet-connectivity, high accuracy and sustainability.
You shouldn't have to throw away the database to build with fast-changing data. Keep the familiar SQL, keep the proven architecture of cloud warehouses, but swap the decades-old batch computation model for an efficient incremental engine to get complex queries that are always up-to-date. That is Materialize, the operational data warehouse built from the ground up to meet the needs of modern data products: Fresh, Correct, Scalable — all in a familiar SQL UI.
mediarithmics offers an open and integrated data marketing infrastructure, covering all CDP and DMP uses. The platform can also be used to create Data Alliances, guaranteeing the impermeability of data between partners and compliance with current and future regulations (GDPR, Pipeda, CCPA…). Our technology enables the collect of each customer and prospect data (hundreds of millions of offline & online data profiles) without compression, allowing segmentation and orchestration of multi-channel campaigns in real time. mediarithmics’ clients can add their own algorithms to personalize the platform's strategic points, whether it be on 360° marketing personalization or Data monetization use cases. We’re a Tech-first company, created in 2014, and opening international offices every year. Our customers include big retailers, media groups, ambitious scale-ups, and more generally companies that want to leverage their data like never before.
MIKs centralized data repository creates a company-wide standard for your data and provides powerful investment decision support and a historical warehouse to support your audit and compliance requirements.
With MOVEX Analytics, provides a flexible tool that brings structure and meaningfulness to large data quantities behind the omnichannel processes.
