Best Real-time Analytic Database Software - Page 2

Druid

Apache Druid is an open source real-time analytics database. Druid combines ideas from OLAP/analytic databases, timeseries databases, and search systems to create a complete real-time analytics solution for real-time data. It includes stream and batch ingestion, column-oriented storage, time-optimized partitioning, native OLAP and search indexing, SQL and REST support, flexible schemas; all with true horizontal scalability on a shared nothing, cloud native architecture that makes it easy to deploy, monitor and manage at scale. It is downloadable for free for unlimited use from druid.apache.org and also hosted in the cloud by Imply Data.

Average Rating: 4.3/5.0

Total Reviews: 28

GreptimeDB

GreptimeDB is the open-source Observability 2.0 database — treating metrics, logs, and traces as unified wide events instead of three separate pillars. The three-pillar model (Prometheus + Loki + Jaeger) creates data silos, redundant infrastructure, and cross-signal correlation pain. GreptimeDB replaces all three with one columnar engine on object storage: cross-signal SQL JOINs, up to 50x cost reduction, and native support for AI agent observability via OpenTelemetry GenAI conventions. Key advantages: full-text log indexing (vs. Loki's label-only), SQL + PromQL without a separate data warehouse, 45x less trace storage vs. Elasticsearch, and Jaeger-compatible migration in one week. Written in Rust, OpenTelemetry-native, Kubernetes-ready. Used in production processing billions of data points daily — including OB Cloud across 170+ availability zones. Open-source (Apache 2.0) · Enterprise · GreptimeCloud (fully managed)

Average Rating: 5.0/5.0

Total Reviews: 1

Kinetica

Kinetica is the database for time & space. Kinetica makes it easy and fast to: - ingest massive amounts of IoT data and other contextual data sets - fuse data sets using spatial and temporal joins - analyze data using SQL based analytics for spatial, graph, and time-series analytics or running containerized ML models

Average Rating: 4.3/5.0

Total Reviews: 2

QStory

QStory is a complete WFM platform that eliminates the trade-offs between operational efficiency, customer service, and employee experience more effectively than ever before. Our AI-always solution transforms operations across the frontline, back office, in field and branches - unlocking smarter, more agile performance, without compromise. As the pioneers of Intraday Automation (IDA). We pride ourselves on furthering innovation in WFM technology with a focus on enabling people-first planning in an environment where that so often hasn't been the case. We exist to create a better everyday life for customer service professionals by helping them to work in a happier, more empowering and productive environment. Our unique AI platform uses predictive insights to automate resource management in line with real-time customer demand and staff availability. Inefficient idle time is eliminated, freeing people to focus on what matters to them most - from extra training to attending an urgent doctors appointment. As a modular solution, with QStory contact centres can replace or supercharge their existing workforce management system to enhance staff engagement, wellbeing and satisfaction, leading to greater retention, performance levels and results.

Average Rating: 4.3/5.0

Total Reviews: 10

StarRocks

StarRocks is a next-gen, high-performance analytical data warehouse that enables real-time, multi-dimensional, and highly concurrent data analysis. StarRocks has an MPP architecture and is equipped with a fully vectorized execution engine, a columnar storage engine that supports real-time updates, and is powered by a rich set of features including a fully-customized cost-based optimizer (CBO), intelligent materialized view and more. StarRocks supports real-time and batch data ingestion from a variety of data sources. It also allows you to directly analyze data stored in data lakes with zero data migration. StarRocks is also compatible with MySQL protocols and can be easily connected using MySQL clients and popular BI tools. StarRocks is highly scalable, available, and easy to maintain. It is widely adopted in the industry, powering a variety of OLAP scenarios, such as real-time analytics, ad-hoc queries, data lake analytics and more.

Average Rating: 4.8/5.0

Total Reviews: 2

Atoti

AutyFi Bridge Platforms Measure Success

AutyFi is a revolutionary app designed for business owners of every kind, connecting all business systems into one powerful dashboard. AutyFi connects and retrieves data directly so you don’t have to manually create reports or calculate KPIs. AutyFi doesn’t just provide your business with data, we offer valuable insights to help drive your business toward success. Our intuitive, easy-to-use dashboard provides actionable information to help you leverage data in a way that’s never been done before.

CrossCheck

BornTec’s CrossCheck is a platform that empowers business users by consolidating execution data into a single, unified view, unlocking value and insights. Centralizing and harmonizing diverse data sets for easier access enables real-time risk management, surveillance, and regulatory reporting. CrossCheck streamlines operations, reduces reliance on IT, and fosters proactive risk mitigation—all while supporting scalable growth. Trusted by top-tier FCMs, brokers, and banks, CrossCheck ensures that businesses operate efficiently, comply with regulatory demands, and maximize the value of their data.

DataStax Enterprise

e6data

e6data is an object-store native query engine for heavy workloads.

Epsio

Epsio is a high-performance streaming SQL engine that incrementally maintains results for complex queries you define within your existing databases. By incrementally processing changes to the underlying data and updating previous results accordingly, Epsio significantly reduces query latency, minimizes computational overhead, and ensures consistent, up-to-date results for your heaviest SQL queries.

Hazelcast

Hazelcast is a real-time stream processing platform that lets you build applications that take action on data immediately. Run your real-time capabilities on-premises, at the edge or as a fully managed cloud service.

Hazelcast Platform

Hazelcast Platform is the Live Data Platform that delivers data at the speed of relevance, providing the in‑memory foundation for applications that act on data the instant it's created—ensuring businesses never miss a moment of opportunity. By converging distributed caching, compute, stream processing, and real‑time AI into one low‑latency runtime, Hazelcast delivers sub‑millisecond performance, linear scalability, and enterprise resilience. Global 2000 firms trust Hazelcast to simplify architectures, reduce costs, and power mission‑critical, time‑sensitive applications.

Average Rating: 4.3/5.0

Total Reviews: 12

QueryBurst

Socketless

Websockets made easy