# Best Key Value Databases *By [Shalaka Joshi](https://research.g2.com/insights/author/shalaka-joshi)* Key value databases save data as associative arrays where a single value is associated together with a key used as a signifier for the value. No two keys necessarily need the same structure, so data is simply accumulated into a single, large table. Database administrators can quickly pull the data by identifying a specific key. A query language is not necessary when retrieving data, which provides convenience for users who are lacking query language knowledge. Key value databases can also be used for web caches. Key value databases are a type of NoSQL database and are the least structured of the schemaless data stores. Other types of NoSQL tools include [document database](https://www.g2.com/categories/document-databases) tools, [graph database](https://www.g2.com/categories/graph-databases) tools, [object-orientated database](https://www.g2.com/categories/object-oriented-databases) tools and more. Those who need a solution at no cost can look at [free database software](https://learn.g2.com/free-database-software). To qualify for inclusion in the Key-Value Store category, a product must: - Provide data storage - Store data as a singular value associated with a key - Allow users to retrieve the data ## How Many Key Value Databases Products Does G2 Track? **Total Products under this Category:** 66 ### Category Stats (Jul 2026) - **Average Rating**: 4.42/5 The average rating of products in this category, based on all submitted ratings *Last updated: July 03, 2026* ## How Does G2 Rank Key Value Databases Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 2,300+ Authentic Reviews - 66+ 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. ## Which Key Value Databases Is Best for Your Use Case? - **Leader:** [Amazon DynamoDB](https://www.g2.com/products/amazon-web-services-aws-amazon-dynamodb/reviews) - **Highest Performer:** [Aerospike](https://www.g2.com/products/aerospike/reviews) - **Easiest to Use:** [Redis Cloud](https://www.g2.com/products/redis-cloud/reviews) - **Top Trending:** [ScyllaDB](https://www.g2.com/products/scylladb/reviews) - **Best Free Software:** [ScyllaDB](https://www.g2.com/products/scylladb/reviews) --- **Sponsored** ### Cloudera Cloudera is the only hybrid data and AI platform company that large organizations trust to bring AI to their data anywhere it lives. Unlike other providers, Cloudera delivers a consistent cloud experience that converges public clouds, on-prem data centers, and the edge, leveraging a proven open-source foundation. As the pioneer in big data, Cloudera empowers businesses to apply AI and assert control over 100% of their data, in all forms, improving security, governance, and real-time and predictive insights. The world’s largest brands across all industries rely on Cloudera to transform decision-making and ultimately boost bottom lines, safeguard against threats, and save lives. The Cloudera data and AI platform includes: Cloudera AI: Deploy and scale any AI model, anywhere. Cloudera brings compute to governed data where it lives for Private AI anywhere by design. Complete control, security, and governance of mission-critical data, models, agents, and inference ensure faster sovereign AI deployments. Cloudera Data-in-Motion: Make fast decisions from real-time data anywhere. Move data with any structure from any source to any destination seamlessly across hybrid environments, enabling in-the-moment business-critical decisions by processing and analyzing real-time data anywhere, from the edge to AI, as business happens. Cloudera Open Data Lakehouse: Process any data, anywhere, for actionable insights. Make smart decisions with an open data lakehouse powered by Apache Iceberg that delivers trusted, reliable, and unified data to fuel agents, AI applications, and analytics, improving collaboration, breaking silos, and simplifying sharing. Cloudera Unified Data Fabric: Unify security and governance across the entire data estate. Move beyond fragmented data management: Break down silos and connect disparate data sources intelligently and securely to provide a unified view of all organizational data and centralized end-to-end control across complex hybrid data environments. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=307&secure%5Bchosen_at%5D=2026-07-07T09%3A16%3A23Z&secure%5Bdisplayable_resource_id%5D=307&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=307&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1886&secure%5Bresource_id%5D=307&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fkey-value-databases&secure%5Btoken%5D=aa728f1382bb8ec73b6a07105dfc31cfce2c34caaca2564883a552b4bffe50ff&secure%5Burl%5D=https%3A%2F%2Fwww.cloudera.com%2Fproducts%2Fcloudera-data-platform%2Fcdp-demos.html%3Finternal_link%3Dp18%23get-started&secure%5Burl_type%5D=custom_url) --- ## What Are the Top-Rated Key Value Databases Products in 2026? ### 1. [Amazon DynamoDB](https://www.g2.com/products/amazon-web-services-aws-amazon-dynamodb/reviews) Amazon DynamoDB is a pioneering NoSQL, fully managed, serverless database with limitless scalability and single-digit millisecond latency performance enabling customers to develop modern, microservice-based applications through a simple API. Customers enjoy the benefits of DynamoDB’s fully-managed service including broad compliance standards, security integration with AWS Identity and Access Management and numerous disaster recovery services. With DynamoDB Global Tables, customers have a 99.999% highly available, multi-Region, multi-active database supporting local reads and writes for globally distributed users. DynamoDB provides cost management features such as scale-to-zero, Time to Live (TTL) for aging data out, and multiple pricing models including a free tier. **Average Rating:** 4.4/5.0 **Total Reviews:** 498 **How Do G2 Users Rate Amazon DynamoDB?** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.7/10) - **Auto Recovery:** 8.9/10 (Category avg: 8.6/10) - **Data Model:** 8.4/10 (Category avg: 8.8/10) - **Integrated Cache:** 8.5/10 (Category avg: 8.6/10) **Who Is the Company Behind Amazon DynamoDB?** - **Seller:** [Amazon Web Services (AWS)](https://www.g2.com/sellers/amazon-web-services-aws-3e93cc28-2e9b-4961-b258-c6ce0feec7dd) - **Year Founded:** 2006 - **HQ Location:** Seattle, WA - **Twitter:** @awscloud (2,232,483 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/amazon-web-services/ (147,094 employees on LinkedIn®) - **Ownership:** NASDAQ: AMZN **Who Uses This Product?** - **Who Uses This:** Software Engineer, Senior Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 35% Enterprise, 34% Mid-Market #### What Are Amazon DynamoDB's Pros and Cons? **Pros:** - Scalability (11 reviews) - Ease of Use (8 reviews) - Cost Efficiency (5 reviews) - Low Latency (5 reviews) - Managed Services (5 reviews) **Cons:** - Expensive (9 reviews) - Query Complexity (7 reviews) - Complexity (5 reviews) - Learning Curve (5 reviews) - Cost Issues (3 reviews) ### What Do G2 Reviewers Say About Amazon DynamoDB? *AI-generated summary from verified user reviews* **Pros:** - Users value the **outstanding scalability** of Amazon DynamoDB, ensuring reliable performance under varying workloads and high traffic. - Users appreciate the **ease of use** of Amazon DynamoDB, enabling seamless integration and minimal operational effort. - Users appreciate the **cost efficiency** of Amazon DynamoDB, enjoying reduced operational efforts and management overhead. - Users appreciate the **low-latency performance** of Amazon DynamoDB, enhancing efficiency for high-traffic applications. - Users commend the **fully managed services** of DynamoDB, which streamline operations and enhance productivity without server concerns. **Cons:** - Users find Amazon DynamoDB to be **expensive** , especially if capacity and queries are not managed carefully. - Users highlight the **query complexity** of DynamoDB, which can increase costs and complicate performance optimization. - Users find the **complexity** of data modeling in Amazon DynamoDB challenging, especially for beginners with its steep learning curve. - Users find the **learning curve challenging** , particularly in data modeling and understanding DynamoDB's complexities. - Users often face **cost management challenges** with DynamoDB, risking high bills if operations are not optimized. #### What Are Recent G2 Reviews of Amazon DynamoDB? **"[Fast, Fully Managed DynamoDB That Scales Effortlessly](https://www.g2.com/survey_responses/amazon-dynamodb-review-12535704)"** **Rating:** 4.5/5.0 stars *— Indresh G.* [Read full review](https://www.g2.com/survey_responses/amazon-dynamodb-review-12535704) --- **"[Highly Scalable, Low Latency Database with Seamless AWS Integration](https://www.g2.com/survey_responses/amazon-dynamodb-review-12782261)"** **Rating:** 4.5/5.0 stars *— Atharva P.* [Read full review](https://www.g2.com/survey_responses/amazon-dynamodb-review-12782261) --- #### What Are G2 Users Discussing About Amazon DynamoDB? - [What kind of database is DynamoDB?](https://www.g2.com/discussions/what-kind-of-database-is-dynamodb) - 1 comment - [What is AWS DynamoDB based on?](https://www.g2.com/discussions/what-is-aws-dynamodb-based-on) - 1 comment - [Which of the following is a feature of DynamoDB?](https://www.g2.com/discussions/which-of-the-following-is-a-feature-of-dynamodb) - 3 comments - [What is Amazon DynamoDB describe an application that can benefit from Amazon Dynamodb?](https://www.g2.com/discussions/what-is-amazon-dynamodb-describe-an-application-that-can-benefit-from-amazon-dynamodb) - 3 comments ### 2. [ScyllaDB](https://www.g2.com/products/scylladb/reviews) ScyllaDB is a specialty database for workloads that require predictable performance at scale. It’s adopted by organizations that require ultra-low latency, even at millions of features or operations per second, billions of embeddings, or petabytes of storage. ScyllaDB’s shard-per-core architecture taps the full power of modern infrastructure, translating to fewer nodes, less admin, and lower costs. Over 400 companies such as Disney+, Discord, Tripadvisor, Expedia, Zillow, Starbucks, and Comcast use ScyllaDB for their toughest database challenges. **Average Rating:** 4.5/5.0 **Total Reviews:** 424 **How Do G2 Users Rate ScyllaDB?** - **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 8.7/10) - **Auto Recovery:** 8.6/10 (Category avg: 8.6/10) - **Data Model:** 8.7/10 (Category avg: 8.8/10) - **Integrated Cache:** 8.8/10 (Category avg: 8.6/10) **Who Is the Company Behind ScyllaDB?** - **Seller:** [ScyllaDB](https://www.g2.com/sellers/scylladb) - **Company Website:** https://www.scylladb.com/ - **Year Founded:** 2013 - **HQ Location:** Palo Alto, US - **Twitter:** @ScyllaDB (29,592 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/10201068 (224 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, Senior Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 41% Small-Business, 29% Mid-Market #### What Are ScyllaDB's Pros and Cons? **Pros:** - Performance (57 reviews) - Speed (49 reviews) - Scalability (46 reviews) - Low Latency (39 reviews) - Ease of Use (14 reviews) **Cons:** - Learning Curve (21 reviews) - Limited Features (13 reviews) - Difficult Learning (9 reviews) - Difficult Setup (9 reviews) - Complexity (8 reviews) ### What Do G2 Reviewers Say About ScyllaDB? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **exceptional performance** of ScyllaDB, managing high loads swiftly and efficiently without downtime. - Users appreciate the **exceptional speed** of ScyllaDB, benefiting from fast queries and robust performance under heavy load. - Users praise the **excellent scalability** of ScyllaDB, effortlessly handling millions of requests and high data loads. - Users love the **low latency** of ScyllaDB, experiencing quick responses even under heavy workloads. - Users value the **ease of use** of ScyllaDB, praising its straightforward setup and efficient scaling capabilities. **Cons:** - Users find the **learning curve challenging** , especially those transitioning from other databases, with unclear documentation contributing to difficulties. - Users find **limited features** in ScyllaDB compared to MongoDB, impacting ease of use and monitoring capabilities. - Users find **difficult learning** curve for ScyllaDB, especially lacking beginner-friendly tutorials for new developers. - Users find the **difficult setup** of ScyllaDB challenging, particularly regarding architecture understanding and feature availability. - Users experience a **steep learning curve** with ScyllaDB, especially if lacking background in distributed systems. #### What Are Recent G2 Reviews of ScyllaDB? **"[Blazing Fast Performance and Seamless Cassandra Compatibility](https://www.g2.com/survey_responses/scylladb-review-11948016)"** **Rating:** 4.5/5.0 stars *— Dave C.* [Read full review](https://www.g2.com/survey_responses/scylladb-review-11948016) --- **"[Best Performance and Low Latency with NoSQL Database (ScyllaDB)](https://www.g2.com/survey_responses/scylladb-review-12400005)"** **Rating:** 5.0/5.0 stars *— Vaibhav Y.* [Read full review](https://www.g2.com/survey_responses/scylladb-review-12400005) --- ### 3. [OceanBase Database](https://www.g2.com/products/oceanbase-database/reviews) OceanBase Database is a native, enterprise-level distributed database developed independently by the OceanBase team. It provides financial-grade high availability on commodity hardware and introduces a new city-level disaster recovery standard known as "Five IDCs across Three Regions". As the world's first distributed database to pass the TPC-C benchmark test, it can support over 1,500 nodes in a single cluster. Additionally, it features cloud-native architecture, strong consistency, and high compatibility with other popular databases such as Oracle and MySQL. **Average Rating:** 5.0/5.0 **Total Reviews:** 42 **How Do G2 Users Rate OceanBase Database?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.7/10) - **Auto Recovery:** 10.0/10 (Category avg: 8.6/10) - **Data Model:** 10.0/10 (Category avg: 8.8/10) - **Integrated Cache:** 10.0/10 (Category avg: 8.6/10) **Who Is the Company Behind OceanBase Database?** - **Seller:** [OceanBase](https://www.g2.com/sellers/oceanbase) - **Year Founded:** 2010 - **HQ Location:** Beijing, CN - **LinkedIn® Page:** https://www.linkedin.com/company/oceanbase/about/ (155 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** DBA, dba - **Top Industries:** Consulting - **Company Size:** 66% Mid-Market, 32% Enterprise #### What Are Recent G2 Reviews of OceanBase Database? **"[OceanBase Delivers High Availability, Seamless Scalability, and Smooth Migration](https://www.g2.com/survey_responses/oceanbase-database-review-12866828)"** **Rating:** 5.0/5.0 stars *— tao h.* [Read full review](https://www.g2.com/survey_responses/oceanbase-database-review-12866828) --- **"[“Powerful Distributed Database for Large-Scale Enterprise Workloads”](https://www.g2.com/survey_responses/oceanbase-database-review-12866429)"** **Rating:** 5.0/5.0 stars *— wenzhi z.* [Read full review](https://www.g2.com/survey_responses/oceanbase-database-review-12866429) --- ### 4. [Amazon ElastiCache](https://www.g2.com/products/amazon-elasticache/reviews) Amazon ElastiCache is a fully managed service that makes it easy to deploy, operate, and scale an in-memory data store and cache in the cloud. Often working in conjunction with other AWS database and storage services, ElastiCache ensures modern applications meet real-time requirements for high data throughput and sub-milli second response times, while serving millions of simultaneous requests. Amazon ElastiCache supports two open-source in-memory engines: o Redis - a fast, open source, in-memory data store and cache. Amazon ElastiCache for Redis is a Redis-compatible in-memory service that delivers the ease-of-use and power of Redis along with the availability, reliability and performance suitable for the most demanding applications. ElastiCache for Redis is fully managed, scalable, and secure - making it an ideal candidate to power high-performance use cases such as Web, Mobile Apps, Gaming, Ad-Tech, and IoT. o Memcached - a widely adopted memory object caching system. Amazon ElastiCache for Memcached is protocol compliant with Memcached, so popular tools that you use today with existing Memcached environments will work seamlessly with the service. ElastiCache for Memcached is suitable for caching use cases where performance and concurrency is important. **Average Rating:** 4.5/5.0 **Total Reviews:** 83 **How Do G2 Users Rate Amazon ElastiCache?** - **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 8.7/10) - **Auto Recovery:** 8.2/10 (Category avg: 8.6/10) - **Data Model:** 8.7/10 (Category avg: 8.8/10) - **Integrated Cache:** 9.2/10 (Category avg: 8.6/10) **Who Is the Company Behind Amazon ElastiCache?** - **Seller:** [Amazon Web Services (AWS)](https://www.g2.com/sellers/amazon-web-services-aws-3e93cc28-2e9b-4961-b258-c6ce0feec7dd) - **Year Founded:** 2006 - **HQ Location:** Seattle, WA - **Twitter:** @awscloud (2,232,483 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/amazon-web-services/ (147,094 employees on LinkedIn®) - **Ownership:** NASDAQ: AMZN **Who Uses This Product?** - **Who Uses This:** DevOps Engineer, Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 36% Small-Business, 33% Mid-Market #### What Are Amazon ElastiCache's Pros and Cons? **Pros:** - Cost Efficiency (1 reviews) - Customer Support (1 reviews) - Low Latency (1 reviews) - Performance (1 reviews) - Performance Efficiency (1 reviews) **Cons:** - Cost Issues (1 reviews) - Downtime Issues (1 reviews) - Expensive (1 reviews) - Poor Customer Support (1 reviews) - Scaling Issues (1 reviews) ### What Do G2 Reviewers Say About Amazon ElastiCache? *AI-generated summary from verified user reviews* **Pros:** - Users highlight the **cost efficiency** of alternatives to Amazon ElastiCache, noting significant savings and improved performance. - Users appreciate the **responsive customer support** of Amazon ElastiCache, which aids in resolving issues effectively. - Users value the **extremely low-latency performance** of Amazon ElastiCache, enhancing application responsiveness and managing traffic spikes efficiently. - Users appreciate the **extremely low-latency performance** of Amazon ElastiCache, enhancing application response times and managing traffic spikes effectively. - Users appreciate the **extremely low-latency performance** of Amazon ElastiCache, enhancing application response times effectively. **Cons:** - Users criticize the **high costs and poor support** of Amazon ElastiCache, preferring alternatives like GCP. - Users face challenges with **downtime issues** when scaling large Redis clusters, impacting workflow and requiring careful planning. - Users find AWS ElastiCache **expensive with poor support** , leading some to choose alternative services like GCP instead. - Users report **poor customer support** from Amazon ElastiCache, prompting some to switch to better options like GCP. - Users find **scaling issues** with large Redis clusters can lead to downtime and complex rebalancing challenges. #### What Are Recent G2 Reviews of Amazon ElastiCache? **"[Amazon ElastiCache: Ultra-Low Latency That Smoothly Handles Traffic Spikes](https://www.g2.com/survey_responses/amazon-elasticache-review-12230818)"** **Rating:** 5.0/5.0 stars *— Himanshu S.* [Read full review](https://www.g2.com/survey_responses/amazon-elasticache-review-12230818) --- **"[Easy to Use ElastiCache for Redis and Memcached](https://www.g2.com/survey_responses/amazon-elasticache-review-9011274)"** **Rating:** 4.5/5.0 stars *— hemang t.* [Read full review](https://www.g2.com/survey_responses/amazon-elasticache-review-9011274) --- #### What Are G2 Users Discussing About Amazon ElastiCache? - [How has Amazon ElastiCache improved your database caching, and what challenges have you faced?](https://www.g2.com/discussions/how-has-amazon-elasticache-improved-your-database-caching-and-what-challenges-have-you-faced) - [What is Amazon ElastiCache used for?](https://www.g2.com/discussions/what-is-amazon-elasticache-used-for) - [Does ElastiCache work with DynamoDB?](https://www.g2.com/discussions/does-elasticache-work-with-dynamodb) - [What type of caching does ElastiCache provide?](https://www.g2.com/discussions/what-type-of-caching-does-elasticache-provide) - [What is the benefit of using AWS managed services such as Amazon ElastiCache?](https://www.g2.com/discussions/what-is-the-benefit-of-using-aws-managed-services-such-as-amazon-elasticache) ### 5. [Redis Cloud](https://www.g2.com/products/redis-cloud/reviews) Redis Cloud is our fully-managed Redis Enterprise service, delivering unmatched speed, simplicity, and scalability. It's perfect for cloud-native applications requiring real-time data processing, without the hassle of managing infrastructure. Redis Cloud surpasses Redis-compatible cloud services built on open source such as Amazon ElastiCache and Google Cloud Memorystore by offering enterprise-grade features like active-active geo-distribution, advanced query and search capabilities, seamless data synchronization, and multi-cloud support. **Average Rating:** 4.6/5.0 **Total Reviews:** 42 **How Do G2 Users Rate Redis Cloud?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 8.7/10) - **Auto Recovery:** 8.3/10 (Category avg: 8.6/10) - **Data Model:** 8.9/10 (Category avg: 8.8/10) - **Integrated Cache:** 10.0/10 (Category avg: 8.6/10) **Who Is the Company Behind Redis Cloud?** - **Seller:** [Redis](https://www.g2.com/sellers/redis) - **Year Founded:** 2011 - **HQ Location:** San Francisco, CA - **Twitter:** @Redisinc (44,002 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2014725/ (1,542 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 50% Small-Business, 41% Mid-Market #### What Are Recent G2 Reviews of Redis Cloud? **"[Redis key deploying](https://www.g2.com/survey_responses/redis-cloud-review-11239966)"** **Rating:** 5.0/5.0 stars *— mangu d.* [Read full review](https://www.g2.com/survey_responses/redis-cloud-review-11239966) --- **"[Redis Cloud Delivers Speed and Reliability with Hassle-Free Managed Scaling](https://www.g2.com/survey_responses/redis-cloud-review-11743730)"** **Rating:** 4.0/5.0 stars *— Verified User in Computer & Network Security* [Read full review](https://www.g2.com/survey_responses/redis-cloud-review-11743730) --- #### What Are G2 Users Discussing About Redis Cloud? - [What is Redis architecture?](https://www.g2.com/discussions/what-is-redis-architecture) - 1 comment - [Is Redis Enterprise Open Source?](https://www.g2.com/discussions/is-redis-enterprise-open-source) - [Is Redis enterprise software free?](https://www.g2.com/discussions/is-redis-enterprise-software-free) - [What is Enterprise Redis?](https://www.g2.com/discussions/what-is-enterprise-redis) ### 6. [Redis Software](https://www.g2.com/products/redis-software/reviews) Redis Software is our advanced solution delivering unmatched speed and reliability for on-prem and private cloud environments. It gives you full control over your deployment, ensuring high performance and scalability to meet your specific needs. Redis Software builds on the speed and reliability of Redis Community Edition with advanced features like active-active geo-distribution, advanced query and search capabilities, automated data synchronization, and superior security features. These enhancements provide enterprise-grade performance, reliability, and security, making Redis Software the ideal choice for production-grade applications. **Average Rating:** 4.5/5.0 **Total Reviews:** 130 **How Do G2 Users Rate Redis Software?** - **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 8.7/10) - **Auto Recovery:** 8.1/10 (Category avg: 8.6/10) - **Data Model:** 8.6/10 (Category avg: 8.8/10) - **Integrated Cache:** 8.8/10 (Category avg: 8.6/10) **Who Is the Company Behind Redis Software?** - **Seller:** [Redis](https://www.g2.com/sellers/redis) - **Year Founded:** 2011 - **HQ Location:** San Francisco, CA - **Twitter:** @Redisinc (44,002 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2014725/ (1,542 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, Senior Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 54% Small-Business, 26% Mid-Market #### What Are Redis Software's Pros and Cons? **Pros:** - Useful (2 reviews) - Cost Efficiency (1 reviews) - Customization (1 reviews) - Data Storage (1 reviews) - Ease of Setup (1 reviews) **Cons:** - Data Size Limitations (1 reviews) - Expensive (1 reviews) - Limited Chart Features (1 reviews) - Poor UI (1 reviews) - Slow Performance (1 reviews) ### What Do G2 Reviewers Say About Redis Software? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of implementation** of Redis Software, making it ideal for diverse project needs. - Users value the **cost efficiency** of Redis Software, enjoying reduced resource usage while maximizing performance with ease. - Users appreciate the **high level of customization** in Redis Software, streamlining setup and enhancing performance for large datasets. - Users appreciate the **efficient data storage capabilities** of Redis Software, allowing smooth handling of large datasets and traffic. - Users find Redis Software to be **easy to set up** , especially for Python and data-related projects. **Cons:** - Users face **data size limitations** in Redis that hinder support for large-scale applications and effective backups. - Users criticize the **expensive licensing** for Redis Software, finding it challenging for SMBs compared to open-source alternatives. - Users report **limited chart features** in Redis Software, hindering their ability to create detailed visualizations. - Users face challenges with the **poor UI** of Redis Software, impacting performance on larger clusters and monitoring efficiency. - Users experience **slow performance** with Redis Software when processing large datasets, affecting embedding and semantic search times. #### What Are Recent G2 Reviews of Redis Software? **"[Low-Latency Key Store That Excels at Session Management](https://www.g2.com/survey_responses/redis-software-review-12468920)"** **Rating:** 5.0/5.0 stars *— Pawan M.* [Read full review](https://www.g2.com/survey_responses/redis-software-review-12468920) --- **"[Effortless Scalability with Active-Active Geo-Replication](https://www.g2.com/survey_responses/redis-software-review-12123962)"** **Rating:** 4.5/5.0 stars *— Yash D.* [Read full review](https://www.g2.com/survey_responses/redis-software-review-12123962) --- #### What Are G2 Users Discussing About Redis Software? - [What is Redis used for?](https://www.g2.com/discussions/what-is-redis-used-for) - 1 comment - [Is NoSQL a Redis?](https://www.g2.com/discussions/is-nosql-a-redis) - [What is a Redis key?](https://www.g2.com/discussions/what-is-a-redis-key) - [Can you use Redis as a database?](https://www.g2.com/discussions/can-you-use-redis-as-a-database) - [What is Redis useful for?](https://www.g2.com/discussions/what-is-redis-useful-for) ### 7. [Google Cloud Memorystore](https://www.g2.com/products/google-cloud-memorystore/reviews) Cloud Memorystore for Redis provides a fully managed in-memory data store service built on scalable, secure, and highly available infrastructure managed by Google. Use Cloud Memorystore to build application caches that provides sub-millisecond data access. Cloud Memorystore is compatible with the Redis protocol, allowing easy migration with zero code changes. **Average Rating:** 4.3/5.0 **Total Reviews:** 45 **How Do G2 Users Rate Google Cloud Memorystore?** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.7/10) - **Auto Recovery:** 8.3/10 (Category avg: 8.6/10) - **Data Model:** 8.0/10 (Category avg: 8.8/10) - **Integrated Cache:** 8.7/10 (Category avg: 8.6/10) **Who Is the Company Behind Google Cloud Memorystore?** - **Seller:** [Google](https://www.g2.com/sellers/google) - **Year Founded:** 1998 - **HQ Location:** Mountain View, CA - **Twitter:** @google (31,899,995 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1441/ (341,888 employees on LinkedIn®) - **Ownership:** NASDAQ:GOOG **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 38% Small-Business, 35% Mid-Market #### What Are Recent G2 Reviews of Google Cloud Memorystore? **"[GCP memorystore](https://www.g2.com/survey_responses/google-cloud-memorystore-review-8203686)"** **Rating:** 4.0/5.0 stars *— Gaurav B.* [Read full review](https://www.g2.com/survey_responses/google-cloud-memorystore-review-8203686) --- **"[Google Cloud Memorystore: A Fully Managed In-Memory Data Store](https://www.g2.com/survey_responses/google-cloud-memorystore-review-8896276)"** **Rating:** 5.0/5.0 stars *— Mohit D.* [Read full review](https://www.g2.com/survey_responses/google-cloud-memorystore-review-8896276) --- ### 8. [InterSystems IRIS](https://www.g2.com/products/intersystems-iris/reviews) InterSystems IRIS is a complete cloud-first data platform that includes a multi-model transactional data management engine, an application development platform, and interoperability engine, and an open analytics platform. It is the next generation of our proven data management software.It includes the capabilities of InterSystems Cache and Ensemble, plus a wealth of exciting new capabilities to make it easy to build and deploy cloud based, analytics-intensive enterprise applications with even greater performance and scalability. InterSystems IRIS provides a set of APIs to operate with transactional persistent data simultaneously: key-value, relational, object, document, multidimensional. Data can be managed by SQL, Java, node.js, .NET, C++, Python, and native server-side ObjectScript language. InterSystems IRIS includes an Interoperability engine and modules to build AI solutions. InterSystems IRIS provides features for horizontal scalability (sharding, ECP) and provides High Availability features, Business intelligence, transaction support, and backup. **Average Rating:** 4.6/5.0 **Total Reviews:** 59 **How Do G2 Users Rate InterSystems IRIS?** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.7/10) - **Auto Recovery:** 9.2/10 (Category avg: 8.6/10) - **Data Model:** 9.3/10 (Category avg: 8.8/10) - **Integrated Cache:** 9.3/10 (Category avg: 8.6/10) **Who Is the Company Behind InterSystems IRIS?** - **Seller:** [InterSystems](https://www.g2.com/sellers/intersystems) - **Year Founded:** 1978 - **HQ Location:** Cambridge, MA - **Twitter:** @InterSystems (61,310 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/6959 (2,115 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Hospital & Health Care - **Company Size:** 50% Small-Business, 28% Mid-Market #### What Are InterSystems IRIS's Pros and Cons? **Pros:** - Features (9 reviews) - Ease of Use (8 reviews) - Performance (8 reviews) - Customer Support (6 reviews) - Easy Integrations (6 reviews) **Cons:** - Difficult Learning (6 reviews) - Expensive (5 reviews) - Insufficient Documentation (5 reviews) - Learning Curve (5 reviews) - Poor Documentation (5 reviews) ### What Do G2 Reviewers Say About InterSystems IRIS? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **robust performance and user-friendly features** of InterSystems IRIS, enhancing data management and support efficiency. - Users find InterSystems IRIS to be **easy to use** , with a clean interface and excellent documentation for seamless implementation. - Users praise the **excellent performance** of InterSystems IRIS, highlighting its speed and reliability for data handling. - Users commend the **excellent customer support** of InterSystems IRIS, appreciating quick responses and helpful assistance. - Users value the **easy integrations** of InterSystems IRIS, facilitating seamless connections between various systems effortlessly. **Cons:** - Users often find **difficult learning** curves with InterSystems IRIS due to its complex interface and documentation challenges. - Users highlight the **expensive licensing costs** of InterSystems IRIS, which may pose challenges for smaller projects or startups. - Users struggle with **insufficient documentation** for advanced features, leading to challenges in understanding and implementing the platform. - Users find the **learning curve steep** , especially for advanced features and initial setup, which can be challenging. - Users often find the **documentation inadequate** , as it lacks specific examples and can be overwhelming for beginners. #### What Are Recent G2 Reviews of InterSystems IRIS? **"[Unified Programming and Complete Documentation Facilitate Use](https://www.g2.com/survey_responses/intersystems-iris-review-12189169)"** **Rating:** 4.0/5.0 stars *— Daniel s.* [Read full review](https://www.g2.com/survey_responses/intersystems-iris-review-12189169) --- **"[Powerful Out-of-the-Box Components and Effortless Customization](https://www.g2.com/survey_responses/intersystems-iris-review-12112009)"** **Rating:** 5.0/5.0 stars *— George G.* [Read full review](https://www.g2.com/survey_responses/intersystems-iris-review-12112009) --- #### What Are G2 Users Discussing About InterSystems IRIS? - [What is InterSystems IRIS used for?](https://www.g2.com/discussions/what-is-intersystems-iris-used-for) - 1 comment - [Who owns InterSystems?](https://www.g2.com/discussions/who-owns-intersystems) - [What is InterSystems Ensemble?](https://www.g2.com/discussions/intersystems-iris-what-is-intersystems-ensemble) - [What is Iris platform?](https://www.g2.com/discussions/what-is-iris-platform) - [What is InterSystems Iris?](https://www.g2.com/discussions/what-is-intersystems-iris) ### 9. [Azure Redis Cache](https://www.g2.com/products/azure-redis-cache/reviews) Azure Redis Cache is a secure data cache and messaging broker that provides high throughput and low-latency access to data for applications. **Average Rating:** 3.7/5.0 **Total Reviews:** 19 **How Do G2 Users Rate Azure Redis Cache?** - **Has the product been a good partner in doing business?:** 7.4/10 (Category avg: 8.7/10) **Who Is the Company Behind Azure Redis Cache?** - **Seller:** [Microsoft](https://www.g2.com/sellers/microsoft) - **Year Founded:** 1975 - **HQ Location:** Redmond, Washington - **Twitter:** @microsoft (13,091,739 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/microsoft/ (231,632 employees on LinkedIn®) - **Ownership:** MSFT **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 36% Enterprise, 36% Mid-Market #### What Are Recent G2 Reviews of Azure Redis Cache? **"[Microsoft Azure](https://www.g2.com/survey_responses/azure-redis-cache-review-6853440)"** **Rating:** 5.0/5.0 stars *— Verified User in Telecommunications* [Read full review](https://www.g2.com/survey_responses/azure-redis-cache-review-6853440) --- **"[Azure Redis Cache is easy to setup and very performant](https://www.g2.com/survey_responses/azure-redis-cache-review-4199331)"** **Rating:** 4.5/5.0 stars *— Verified User in Insurance* [Read full review](https://www.g2.com/survey_responses/azure-redis-cache-review-4199331) --- #### What Are G2 Users Discussing About Azure Redis Cache? - [How do I Redis cache in Azure?](https://www.g2.com/discussions/how-do-i-redis-cache-in-azure) - [Which of the following would you store in Azure Redis cache?](https://www.g2.com/discussions/which-of-the-following-would-you-store-in-azure-redis-cache) - [What is Redis cache used for?](https://www.g2.com/discussions/what-is-redis-cache-used-for) - [What does Azure Redis cache do?](https://www.g2.com/discussions/what-does-azure-redis-cache-do) ### 10. [Azure Cosmos DB](https://www.g2.com/products/azure-cosmos-db/reviews) Azure Cosmos DB is a fully managed, globally distributed NoSQL and vector database service designed to support mission-critical applications with ultra-low latency and elastic scalability. It enables developers to build AI-powered applications and agents by providing seamless integration with AI services, allowing for efficient storage and querying of both NoSQL data and vectors. With its schema-agnostic JSON document model, Azure Cosmos DB simplifies the development process by automatically indexing all data, eliminating the need for manual schema or index management. The service offers comprehensive Service Level Agreements (SLAs), ensuring less than 10-millisecond read and write latencies and 99.999% availability, making it a reliable choice for applications requiring high performance and global reach. Key Features and Functionality: - Global Distribution: Azure Cosmos DB allows for turnkey global distribution, enabling data to be replicated across multiple regions worldwide, providing high availability and low latency access to data. - Elastic Scalability: The service offers elastic scaling of throughput and storage, allowing developers to scale resources up or down based on demand without downtime. - Multi-Model Support: It natively supports multiple data models, including document, key-value, graph, and column-family, catering to diverse application needs. - AI Integration: Built-in vector search capabilities simplify the development of AI applications by efficiently storing and querying vectors alongside NoSQL data. - Automatic Indexing: All data is automatically indexed, facilitating fast and efficient queries without the need for manual index management. - Comprehensive SLAs: Azure Cosmos DB provides industry-leading SLAs covering throughput, latency, availability, and consistency, ensuring predictable performance. Primary Value and Solutions Provided: Azure Cosmos DB addresses the challenges of building and managing globally distributed applications by offering a fully managed database service that ensures high availability, low latency, and elastic scalability. Its integration with AI services and support for multiple data models empower developers to create intelligent, responsive applications without the complexity of managing infrastructure. By automatically handling data distribution, scaling, and indexing, Azure Cosmos DB allows organizations to focus on innovation and delivering value to their users, making it an ideal solution for applications requiring real-time data access and global reach. **Average Rating:** 4.2/5.0 **Total Reviews:** 59 **How Do G2 Users Rate Azure Cosmos DB?** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.7/10) - **Auto Recovery:** 7.5/10 (Category avg: 8.6/10) - **Data Model:** 6.7/10 (Category avg: 8.8/10) - **Integrated Cache:** 6.7/10 (Category avg: 8.6/10) **Who Is the Company Behind Azure Cosmos DB?** - **Seller:** [Microsoft](https://www.g2.com/sellers/microsoft) - **Year Founded:** 1975 - **HQ Location:** Redmond, Washington - **Twitter:** @microsoft (13,091,739 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/microsoft/ (231,632 employees on LinkedIn®) - **Ownership:** MSFT **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 44% Enterprise, 28% Small-Business #### What Are Azure Cosmos DB's Pros and Cons? **Pros:** - Ease of Use (4 reviews) - Features (3 reviews) - Integrations (3 reviews) - Scalability (3 reviews) - Customization (2 reviews) **Cons:** - Expensive (3 reviews) - Cost Issues (2 reviews) - Complexity Issues (1 reviews) - Complex Usage (1 reviews) - Cost Increase (1 reviews) ### What Do G2 Reviewers Say About Azure Cosmos DB? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Azure Cosmos DB, benefiting from its intuitive interface and flexibility. - Users appreciate the **flexibility and comprehensive features** of Azure Cosmos DB, enhancing their team’s efficiency and security. - Users appreciate the **easy integrations** with Microsoft services and various APIs, enhancing data management and flexibility. - Users appreciate the **instant scalability** of Azure Cosmos DB, which simplifies resource management and integration with Microsoft services. - Users value the **customization options** in Azure Cosmos DB, enabling tailored configurations and integrations for diverse use cases. **Cons:** - Users find Azure Cosmos DB to be **expensive** , with costs escalating quickly if not properly optimized. - Users are concerned about the **high costs** associated with Azure Cosmos DB, especially when storage isn't optimized. - Users find the **complexity issues** with Azure Cosmos DB daunting, particularly regarding the unclear cost structure and limitations. - Users find the **complex usage** of Azure Cosmos DB requires significant learning, making it challenging for non-professionals. - Users note that costs can **increase significantly** if storage is not optimized and managed correctly in Azure Cosmos DB. #### What Are Recent G2 Reviews of Azure Cosmos DB? **"[Best Database for any team](https://www.g2.com/survey_responses/azure-cosmos-db-review-10736939)"** **Rating:** 5.0/5.0 stars *— Aman V.* [Read full review](https://www.g2.com/survey_responses/azure-cosmos-db-review-10736939) --- **"[Azure- A great cloud platform](https://www.g2.com/survey_responses/azure-cosmos-db-review-10672079)"** **Rating:** 5.0/5.0 stars *— Harish K.* [Read full review](https://www.g2.com/survey_responses/azure-cosmos-db-review-10672079) --- #### What Are G2 Users Discussing About Azure Cosmos DB? - [What needs improvement with Azure Cosmos DB to better meet your database requirements?](https://www.g2.com/discussions/what-needs-improvement-with-azure-cosmos-db-to-better-meet-your-database-requirements) - [What is Azure Cosmos DB used for?](https://www.g2.com/discussions/azure-cosmos-db-what-is-azure-cosmos-db-used-for) - [Is Cosmos a DB SaaS?](https://www.g2.com/discussions/is-cosmos-a-db-saas) - [What type of database is cosmos?](https://www.g2.com/discussions/what-type-of-database-is-cosmos) - [Is Azure Cosmos DB PaaS?](https://www.g2.com/discussions/is-azure-cosmos-db-paas) ### 11. [BoltDB](https://www.g2.com/products/boltdb/reviews) BoltDB is an embedded key/value database for Go. **Average Rating:** 4.4/5.0 **Total Reviews:** 18 **How Do G2 Users Rate BoltDB?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.7/10) **Who Is the Company Behind BoltDB?** - **Seller:** [BoltDB](https://www.g2.com/sellers/boltdb) - **HQ Location:** N/A - **Twitter:** @boltdb (318 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 72% Small-Business, 17% Enterprise #### What Are Recent G2 Reviews of BoltDB? **"[Bolt offers an extremely simple database solution for lightweight and embedded purposes.](https://www.g2.com/survey_responses/boltdb-review-92557)"** **Rating:** 4.0/5.0 stars *— Christian W.* [Read full review](https://www.g2.com/survey_responses/boltdb-review-92557) --- **"[Migrated Hoverfly backend from Redis to BoltDB to reduce dependencies](https://www.g2.com/survey_responses/boltdb-review-87511)"** **Rating:** 4.5/5.0 stars *— Karolis R.* [Read full review](https://www.g2.com/survey_responses/boltdb-review-87511) --- ### 12. [Couchbase](https://www.g2.com/products/couchbase/reviews) Couchbase’s operational data platform for AI is a scalable foundation for enterprise operational, analytical, mobile and AI workloads that replaces legacy infrastructure and data services. **Average Rating:** 4.3/5.0 **Total Reviews:** 142 **How Do G2 Users Rate Couchbase?** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.7/10) - **Auto Recovery:** 8.0/10 (Category avg: 8.6/10) - **Data Model:** 8.4/10 (Category avg: 8.8/10) - **Integrated Cache:** 8.0/10 (Category avg: 8.6/10) **Who Is the Company Behind Couchbase?** - **Seller:** [Couchbase](https://www.g2.com/sellers/couchbase) - **Company Website:** https://www.couchbase.com/ - **Year Founded:** 2009 - **HQ Location:** San Jose, CA - **Twitter:** @couchbase (136,110 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1866670/ (860 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Senior Software Engineer, Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 39% Small-Business, 34% Enterprise #### What Are Couchbase's Pros and Cons? **Pros:** - Ease of Use (15 reviews) - Scalability (11 reviews) - Speed (7 reviews) - Flexibility (6 reviews) - MongoDB Compatibility (6 reviews) **Cons:** - Complex Configuration (8 reviews) - Difficult Learning (7 reviews) - Complexity (5 reviews) - Limited Community Growth (3 reviews) - Poor UI (3 reviews) ### What Do G2 Reviewers Say About Couchbase? *AI-generated summary from verified user reviews* **Pros:** - Users find Couchbase to be **easy to use** , with simple implementation and fast performance for real-time data access. - Users appreciate the **scalability** of Couchbase, enabling efficient performance and management of large volumes of data. - Users value the **exceptional speed** of Couchbase, which enhances efficiency in data storage and transactions. - Users value the **flexibility** of Couchbase, enabling diverse data handling and intuitive querying for various use cases. - Users value the **MongoDB compatibility** of Couchbase, finding it easy to integrate and utilize in applications. **Cons:** - Users find the **complex configuration** of Couchbase challenging, especially during initial setup and management. - Users face a **difficult learning** curve with Couchbase, especially due to its complex setup and interface challenges. - Users face **complexity in setup and management** , making it challenging to fully utilize Couchbase effectively. - Users feel that the **limited community growth** of Couchbase hinders support and knowledge sharing among developers. - Users find Couchbase's **poor UI** complicated and less user-friendly, despite impressive capabilities for document management. #### What Are Recent G2 Reviews of Couchbase? **"[A robust solution for enterprises that are are AI adopters](https://www.g2.com/survey_responses/couchbase-review-10927695)"** **Rating:** 4.0/5.0 stars *— Bogdan Denis A.* [Read full review](https://www.g2.com/survey_responses/couchbase-review-10927695) --- **"[great NoSqul Solution you need to try](https://www.g2.com/survey_responses/couchbase-review-10917789)"** **Rating:** 4.0/5.0 stars *— Jennifer W.* [Read full review](https://www.g2.com/survey_responses/couchbase-review-10917789) --- #### What Are G2 Users Discussing About Couchbase? - [What are the benefits and challenges of using Couchbase for database management?](https://www.g2.com/discussions/what-are-the-benefits-and-challenges-of-using-couchbase-for-database-management) - [What is Couchbase used for?](https://www.g2.com/discussions/what-is-couchbase-used-for) - [What is Couchbase Capella used for?](https://www.g2.com/discussions/what-is-couchbase-capella-used-for) - [How do I start a couchbase server?](https://www.g2.com/discussions/how-do-i-start-a-couchbase-server) - 1 comment - [Is couchbase open source?](https://www.g2.com/discussions/is-couchbase-open-source) ### 13. [Aerospike](https://www.g2.com/products/aerospike/reviews) The Aerospike Real-time Data Platform enables organizations to act instantly across billions of transactions while reducing server footprint by up to 80 percent. The Aerospike multi-cloud platform powers real-time applications with predictable sub-millisecond performance up to petabyte-scale with five-nines uptime with globally distributed, strongly consistent data. Applications built on the Aerospike Real-time Data Platform fight fraud, provide recommendations that dramatically increase shopping cart size, enable global digital payments, and deliver hyper-personalized user experiences to tens of millions of customers. Customers such as Airtel, Experian, Nielsen, PayPal, Snap, Wayfair, and Yahoo rely on Aerospike as their data foundation for the future. **Average Rating:** 4.4/5.0 **Total Reviews:** 80 **How Do G2 Users Rate Aerospike?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 8.7/10) - **Auto Recovery:** 9.0/10 (Category avg: 8.6/10) - **Data Model:** 9.1/10 (Category avg: 8.8/10) - **Integrated Cache:** 9.0/10 (Category avg: 8.6/10) **Who Is the Company Behind Aerospike?** - **Seller:** [Aerospike](https://www.g2.com/sellers/aerospike) - **Year Founded:** 2009 - **HQ Location:** Mountain View, CA - **Twitter:** @aerospikedb (7,825 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2696852/ (307 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer - **Top Industries:** Marketing and Advertising, Information Technology and Services - **Company Size:** 45% Mid-Market, 34% Enterprise #### What Are Recent G2 Reviews of Aerospike? **"[Unbelievably fast database with super replication - started production with it in one day](https://www.g2.com/survey_responses/aerospike-review-4484061)"** **Rating:** 5.0/5.0 stars *— Aleksander K.* [Read full review](https://www.g2.com/survey_responses/aerospike-review-4484061) --- **"[NOSQL database that is highly scalable.](https://www.g2.com/survey_responses/aerospike-review-4548629)"** **Rating:** 4.5/5.0 stars *— Shashank S.* [Read full review](https://www.g2.com/survey_responses/aerospike-review-4548629) --- #### What Are G2 Users Discussing About Aerospike? - [How has Aerospike supported your real-time data processing, and what do you like most about it?](https://www.g2.com/discussions/how-has-aerospike-supported-your-real-time-data-processing-and-what-do-you-like-most-about-it) - [What is Aerospike used for?](https://www.g2.com/discussions/aerospike-what-is-aerospike-used-for) - [Is NoSQL an Aerospike?](https://www.g2.com/discussions/is-nosql-an-aerospike) - [Is Aerospike free?](https://www.g2.com/discussions/is-aerospike-free) - [What is Aerospike used for?](https://www.g2.com/discussions/what-is-aerospike-used-for) ### 14. [Coherence](https://www.g2.com/products/coherence/reviews) Oracle Coherence is a in-memory data grid solution that enables organizations to predictably scale mission-critical applications by providing fast access to frequently used data. **Average Rating:** 4.1/5.0 **Total Reviews:** 12 **How Do G2 Users Rate Coherence?** - **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 8.7/10) **Who Is the Company Behind Coherence?** - **Seller:** [Oracle](https://www.g2.com/sellers/oracle) - **Year Founded:** 1977 - **HQ Location:** Austin, TX - **Twitter:** @Oracle (827,997 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1028/ (208,078 employees on LinkedIn®) - **Ownership:** NYSE:ORCL **Who Uses This Product?** - **Company Size:** 67% Enterprise, 17% Mid-Market #### What Are Recent G2 Reviews of Coherence? **"[Best in Memory database](https://www.g2.com/survey_responses/coherence-review-4929478)"** **Rating:** 5.0/5.0 stars *— Verified User in Information Technology and Services* [Read full review](https://www.g2.com/survey_responses/coherence-review-4929478) --- **"[It's robust, maintainable and easy to setup](https://www.g2.com/survey_responses/coherence-review-4854408)"** **Rating:** 4.5/5.0 stars *— Hamidreza K.* [Read full review](https://www.g2.com/survey_responses/coherence-review-4854408) --- #### What Are G2 Users Discussing About Coherence? - [What is Coherence cache Oracle?](https://www.g2.com/discussions/what-is-coherence-cache-oracle) - [What is coherence library?](https://www.g2.com/discussions/what-is-coherence-library) - [What is WebLogic coherence used for?](https://www.g2.com/discussions/what-is-weblogic-coherence-used-for) - [What is coherence used for?](https://www.g2.com/discussions/what-is-coherence-used-for) ### 15. [Arango](https://www.g2.com/products/arango/reviews) Arango provides a trusted data foundation for Contextual AI — transforming enterprise data into a System of Context that truly represents the business, so LLMs can deliver better outcomes with unlimited scale and cost efficiency. The Arango AI Data Platform gives developers a single, integrated environment to build and scale AI-powered applications without the complexity of stitching together multiple databases and tools. At its core is a massively scalable multi-model database that unifies graph, vector, document, and key-value data with full-text, geospatial, and vector search — creating the System of Context, the bridge between enterprise data and LLMs. The Arango AI Suite includes automated data pipelines, multimodal data ingestion, AIOps and MLOps, LLM integrations, Graph Analytics, agentic frameworks for context-aware Hybrid/GraphRAG, GraphML, natural-language support, and GPU acceleration — enabling repeatable ROI and faster innovation. Trusted by NVIDIA, HPE, the London Stock Exchange, the U.S. Air Force, NIH, Siemens, Synopsys and Articul8, Arango powers enterprise AI with context, confidence, and scale. We are a proud member of the NVIDIA Inception Program and the AWS ISV Accelerate Program. Learn more at arango.ai, LinkedIn, YouTube, and G2. **Average Rating:** 4.6/5.0 **Total Reviews:** 115 **How Do G2 Users Rate Arango?** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 8.7/10) - **Auto Recovery:** 9.0/10 (Category avg: 8.6/10) - **Data Model:** 9.1/10 (Category avg: 8.8/10) - **Integrated Cache:** 8.0/10 (Category avg: 8.6/10) **Who Is the Company Behind Arango?** - **Seller:** [Arango](https://www.g2.com/sellers/arango) - **Year Founded:** 2015 - **HQ Location:** San Francisco, CA - **LinkedIn® Page:** https://www.linkedin.com/company/5289249/ (116 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Senior Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 57% Small-Business, 23% Mid-Market #### What Are Arango's Pros and Cons? **Pros:** - Ease of Use (14 reviews) - Features (10 reviews) - Querying (7 reviews) - Intuitive (6 reviews) - Customization (5 reviews) **Cons:** - Poor Usability (5 reviews) - Difficult Learning (4 reviews) - Improvement Needed (4 reviews) - Learning Curve (4 reviews) - Learning Difficulty (4 reviews) ### What Do G2 Reviewers Say About Arango? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** of Arango, finding it intuitive for navigation and query execution. - Users value the **powerful multi-data handling** capabilities of Arango, appreciating its ease of installation and rich UI. - Users value the **easy-to-use query language** of Arango, enhancing flexibility and accessibility for new users. - Users appreciate the **intuitive query language** of ArangoDB, making onboarding easy for new developers. - Users appreciate the **flexibility** of Arango DB, finding it easy to use and versatile for various needs. **Cons:** - Users find the **poor usability** of ArangoDB frustrating, especially when performing operations and semantic searches. - Users find the **difficult learning** aspect of Arango challenging, especially with complex queries and limited community support. - Users find the **graphical aspect lacking** and the setup for semantic search to be complicated and non-intuitive. - Users find the **learning curve steep** , particularly when tackling complex queries without adequate community support. - Users find the **steep learning curve** of Arango challenging, particularly for complex database queries and functionality. #### What Are Recent G2 Reviews of Arango? **"[ArangoDB Delivers the Best All-Around Experience](https://www.g2.com/survey_responses/arango-review-11922161)"** **Rating:** 5.0/5.0 stars *— Ahemadraza P.* [Read full review](https://www.g2.com/survey_responses/arango-review-11922161) --- **"[Flexible, High-Performance Database That's Easy to Use](https://www.g2.com/survey_responses/arango-review-11983567)"** **Rating:** 5.0/5.0 stars *— Amar K.* [Read full review](https://www.g2.com/survey_responses/arango-review-11983567) --- #### What Are G2 Users Discussing About Arango? - [What is ArangoDB used for?](https://www.g2.com/discussions/what-is-arangodb-used-for) - 1 comment - [What is AQL query?](https://www.g2.com/discussions/what-is-aql-query) - [Is ArangoDB open source?](https://www.g2.com/discussions/is-arangodb-open-source) - [Is ArangoDB free?](https://www.g2.com/discussions/is-arangodb-free) - 1 comment - [What does ArangoDB do?](https://www.g2.com/discussions/what-does-arangodb-do) ### 16. [Oracle NoSQL Database Cloud](https://www.g2.com/products/oracle-nosql-database-cloud/reviews) A NoSQL database service with on-demand throughput and storage based provisioning that supports JSON, Table and Key-Value datatypes, all with flexible transaction guarantees. **Average Rating:** 4.1/5.0 **Total Reviews:** 13 **How Do G2 Users Rate Oracle NoSQL Database Cloud?** - **Has the product been a good partner in doing business?:** 7.8/10 (Category avg: 8.7/10) - **Data Model:** 10.0/10 (Category avg: 8.8/10) **Who Is the Company Behind Oracle NoSQL Database Cloud?** - **Seller:** [Oracle](https://www.g2.com/sellers/oracle) - **Year Founded:** 1977 - **HQ Location:** Austin, TX - **Twitter:** @Oracle (827,997 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1028/ (208,078 employees on LinkedIn®) - **Ownership:** NYSE:ORCL **Who Uses This Product?** - **Company Size:** 54% Enterprise, 38% Mid-Market #### What Are Oracle NoSQL Database Cloud's Pros and Cons? **Pros:** - Ease of Use (1 reviews) - Simple (1 reviews) **Cons:** - Expensive (1 reviews) ### What Do G2 Reviewers Say About Oracle NoSQL Database Cloud? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Oracle NoSQL Database Cloud, finding it simple and user-friendly. - Users find the **simplicity and user-friendliness** of Oracle NoSQL Database Cloud to be highly beneficial and intuitive. **Cons:** - Users find the **expensive pricing** of Oracle NoSQL Database Cloud to be a significant concern affecting its accessibility. #### What Are Recent G2 Reviews of Oracle NoSQL Database Cloud? **"[Best service provider ever](https://www.g2.com/survey_responses/oracle-nosql-database-cloud-review-8136502)"** **Rating:** 5.0/5.0 stars *— Verified User in Computer Software* [Read full review](https://www.g2.com/survey_responses/oracle-nosql-database-cloud-review-8136502) --- **"[Using Oracle SQL for Data Analysis](https://www.g2.com/survey_responses/oracle-nosql-database-cloud-review-7745288)"** **Rating:** 5.0/5.0 stars *— Renalyn P.* [Read full review](https://www.g2.com/survey_responses/oracle-nosql-database-cloud-review-7745288) --- ### 17. [Azure Table Storage](https://www.g2.com/products/azure-table-storage/reviews) Azure Table storage stores large amounts of structured data. The service is a NoSQL datastore which accepts authenticated calls from inside and outside the Azure cloud. **Average Rating:** 4.1/5.0 **Total Reviews:** 17 **How Do G2 Users Rate Azure Table Storage?** - **Has the product been a good partner in doing business?:** 8.1/10 (Category avg: 8.7/10) - **Auto Recovery:** 9.4/10 (Category avg: 8.6/10) - **Data Model:** 9.3/10 (Category avg: 8.8/10) - **Integrated Cache:** 8.8/10 (Category avg: 8.6/10) **Who Is the Company Behind Azure Table Storage?** - **Seller:** [Microsoft](https://www.g2.com/sellers/microsoft) - **Year Founded:** 1975 - **HQ Location:** Redmond, Washington - **Twitter:** @microsoft (13,091,739 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/microsoft/ (231,632 employees on LinkedIn®) - **Ownership:** MSFT **Who Uses This Product?** - **Company Size:** 59% Small-Business, 29% Enterprise #### What Are Azure Table Storage's Pros and Cons? **Pros:** - Data Storage (3 reviews) - Cost Efficiency (2 reviews) - Efficiency (1 reviews) - Features (1 reviews) - Integrations (1 reviews) **Cons:** - Scalability Issues (1 reviews) - SQL Limitations (1 reviews) ### What Do G2 Reviewers Say About Azure Table Storage? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **cost-effective data storage** of Azure Table Storage, enjoying its efficient handling of large datasets. - Users value the **cost efficiency** of Azure Table Storage, making it ideal for managing large non-relational datasets. - Users value the **efficiency** of Azure Table Storage, finding it ideal for handling large amounts of non-relational data. - Users find Azure Table Storage an **amazing tool for resource management** , seamlessly integrating with other Microsoft services. - Users love the **seamless integrations** of Azure Table Storage with other Microsoft services for efficient resource management. **Cons:** - Users face **scalability issues** due to the limitations in querying and relational data handling in Azure Table Storage. - Users find the **limited query support** of Azure Table Storage unsuitable for complex relational data management needs. #### What Are Recent G2 Reviews of Azure Table Storage? **"[Great Cloud Storage Space](https://www.g2.com/survey_responses/azure-table-storage-review-10684549)"** **Rating:** 5.0/5.0 stars *— Shivangi P.* [Read full review](https://www.g2.com/survey_responses/azure-table-storage-review-10684549) --- **"[Excellent Cloud Table Storage Platform- Azure](https://www.g2.com/survey_responses/azure-table-storage-review-10668302)"** **Rating:** 4.5/5.0 stars *— PRAKHAR P.* [Read full review](https://www.g2.com/survey_responses/azure-table-storage-review-10668302) --- #### What Are G2 Users Discussing About Azure Table Storage? - [What are three types of storage available in Azure storage?](https://www.g2.com/discussions/azure-table-storage-what-are-three-types-of-storage-available-in-azure-storage) - [What are the elements of an Azure Table storage key?](https://www.g2.com/discussions/what-are-the-elements-of-an-azure-table-storage-key) - [What are the 3 system properties of Azure tables?](https://www.g2.com/discussions/what-are-the-3-system-properties-of-azure-tables) - [What is Azure Table storage good for?](https://www.g2.com/discussions/what-is-azure-table-storage-good-for) ### 18. [Memcached](https://www.g2.com/products/memcached/reviews) Memcached is a high-performance, distributed memory object caching system **Average Rating:** 4.6/5.0 **Total Reviews:** 17 **How Do G2 Users Rate Memcached?** - **Has the product been a good partner in doing business?:** 7.5/10 (Category avg: 8.7/10) - **Data Model:** 9.4/10 (Category avg: 8.8/10) - **Integrated Cache:** 8.3/10 (Category avg: 8.6/10) **Who Is the Company Behind Memcached?** - **Seller:** [Memcached](https://www.g2.com/sellers/memcached) - **HQ Location:** N/A - **Twitter:** @memcached (877 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Internet - **Company Size:** 67% Small-Business, 28% Mid-Market #### What Are Recent G2 Reviews of Memcached? **"[Memcached review](https://www.g2.com/survey_responses/memcached-review-4562759)"** **Rating:** 5.0/5.0 stars *— Wayde L.* [Read full review](https://www.g2.com/survey_responses/memcached-review-4562759) --- **"[Memcached Delivers Lightning-Fast, Low-Latency Caching at Scale](https://www.g2.com/survey_responses/memcached-review-12579474)"** **Rating:** 4.0/5.0 stars *— Verified User in Consulting* [Read full review](https://www.g2.com/survey_responses/memcached-review-12579474) --- ### 19. [Heroku Redis](https://www.g2.com/products/heroku-redis/reviews) Heroku Redis is a fully managed, in-memory key-value data store service that enhances application performance by providing sub-millisecond response times and the ability to handle millions of operations per second. Designed for developers, it offers seamless integration with Heroku's platform, allowing for efficient caching, session management, and real-time analytics without the complexities of manual database management. Key Features and Functionality: - Visual Performance Analytics: Gain instant insights into runtime metrics such as command call frequency, active connections, key usage, and memory consumption through unified time-axis visualizations. - Real-Time Logging: Access detailed, real-time logs of Redis instances integrated into your application's log stream, facilitating effective monitoring and troubleshooting. - Powerful CLI Management: Utilize the Heroku Command Line Interface (CLI) to provision, connect, and configure Redis instances efficiently. - High Availability: Premium plans offer reduced failover latency and enhanced uptime, ensuring your applications remain operational and reliable. - Secure Private Connectivity: Seamlessly and securely connect Heroku Redis databases within a Private Space to resources in Amazon VPCs using PrivateLink, enhancing network isolation and data security. - Bring Your Own Key (BYOK): Deploy new Redis services using encryption keys created and managed in your private AWS KMS account, granting full control over your sensitive data. - HIPAA Compliance: With Heroku Shield for Redis, handle Protected Health Information (PHI) and Personally Identifiable Information (PII) securely in-memory, enabling the development of real-time applications compliant with HIPAA regulations. Primary Value and Problem Solved: Heroku Redis simplifies the deployment and management of Redis instances, allowing developers to focus on building and scaling applications without the operational overhead of database maintenance. By offering a fully managed service with advanced features like performance analytics, real-time logging, and high availability, it addresses the challenges of maintaining high-performance, scalable, and secure data storage solutions. This empowers developers to deliver responsive and reliable applications efficiently. **Average Rating:** 4.3/5.0 **Total Reviews:** 11 **How Do G2 Users Rate Heroku Redis?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.7/10) - **Auto Recovery:** 9.6/10 (Category avg: 8.6/10) - **Data Model:** 9.4/10 (Category avg: 8.8/10) - **Integrated Cache:** 10.0/10 (Category avg: 8.6/10) **Who Is the Company Behind Heroku Redis?** - **Seller:** [Heroku](https://www.g2.com/sellers/heroku) - **Year Founded:** 2007 - **HQ Location:** San Francisco, US - **Twitter:** @heroku (102,186 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/heroku (141 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 82% Small-Business, 18% Mid-Market #### What Are Recent G2 Reviews of Heroku Redis? **"[Greate Caching tool for improve the productivity of developers efficiently.](https://www.g2.com/survey_responses/heroku-redis-review-9578065)"** **Rating:** 5.0/5.0 stars *— Akash K.* [Read full review](https://www.g2.com/survey_responses/heroku-redis-review-9578065) --- **"[Best platform to elevate data management](https://www.g2.com/survey_responses/heroku-redis-review-9099624)"** **Rating:** 4.5/5.0 stars *— Zeel P.* [Read full review](https://www.g2.com/survey_responses/heroku-redis-review-9099624) --- #### What Are G2 Users Discussing About Heroku Redis? - [What is Heroku Redis used for?](https://www.g2.com/discussions/what-is-heroku-redis-used-for) ### 20. [Cassandra](https://www.g2.com/products/cassandra/reviews) Cassandra's data model offers the convenience of column indexes with the performance of log-structured updates, strong support for denormalization and materialized views, and powerful built-in caching. **Average Rating:** 4.1/5.0 **Total Reviews:** 33 **How Do G2 Users Rate Cassandra?** - **Has the product been a good partner in doing business?:** 7.4/10 (Category avg: 8.7/10) - **Auto Recovery:** 6.7/10 (Category avg: 8.6/10) - **Data Model:** 6.7/10 (Category avg: 8.8/10) - **Integrated Cache:** 6.7/10 (Category avg: 8.6/10) **Who Is the Company Behind Cassandra?** - **Seller:** [The Apache Software Foundation](https://www.g2.com/sellers/the-apache-software-foundation) - **Year Founded:** 1999 - **HQ Location:** Wakefield, MA - **Twitter:** @TheASF (66,168 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/215982/ (2,470 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Internet - **Company Size:** 49% Enterprise, 34% Mid-Market #### What Are Recent G2 Reviews of Cassandra? **"[Best NoSql Coloum Store Database](https://www.g2.com/survey_responses/cassandra-review-6531152)"** **Rating:** 5.0/5.0 stars *— Avnish S.* [Read full review](https://www.g2.com/survey_responses/cassandra-review-6531152) --- **"[Best database for distributed systems](https://www.g2.com/survey_responses/cassandra-review-10661168)"** **Rating:** 4.5/5.0 stars *— Verified User in Computer & Network Security* [Read full review](https://www.g2.com/survey_responses/cassandra-review-10661168) --- #### What Are G2 Users Discussing About Cassandra? - [What is difference between MongoDB and Cassandra?](https://www.g2.com/discussions/what-is-difference-between-mongodb-and-cassandra) - [What is Cassandra and how does it work?](https://www.g2.com/discussions/what-is-cassandra-and-how-does-it-work) - [What is the strong point of Cassandra?](https://www.g2.com/discussions/what-is-the-strong-point-of-cassandra) - [What are the benefits of Cassandra?](https://www.g2.com/discussions/what-are-the-benefits-of-cassandra) ### 21. [GridDB](https://www.g2.com/products/griddb/reviews) GridDB is a database that offers both speed and scaling for mission critical big-data applications. **Average Rating:** 4.5/5.0 **Total Reviews:** 27 **How Do G2 Users Rate GridDB?** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.7/10) - **Auto Recovery:** 8.6/10 (Category avg: 8.6/10) - **Data Model:** 8.1/10 (Category avg: 8.8/10) - **Integrated Cache:** 8.9/10 (Category avg: 8.6/10) **Who Is the Company Behind GridDB?** - **Seller:** [Toshiba](https://www.g2.com/sellers/toshiba) - **Year Founded:** 2016 - **HQ Location:** N/A - **Twitter:** @griddb (9 Twitter followers) - **LinkedIn® Page:** http://www.linkedin.com/company/griddb (2 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 74% Mid-Market, 15% Enterprise #### What Are Recent G2 Reviews of GridDB? **"[Exquisite software to perform database mirroring and log shippings](https://www.g2.com/survey_responses/griddb-review-9339317)"** **Rating:** 5.0/5.0 stars *— Harry B.* [Read full review](https://www.g2.com/survey_responses/griddb-review-9339317) --- **"[Versatile Database](https://www.g2.com/survey_responses/griddb-review-8278247)"** **Rating:** 4.5/5.0 stars *— Kaustubh Y.* [Read full review](https://www.g2.com/survey_responses/griddb-review-8278247) --- ### 22. [Accumulo](https://www.g2.com/products/accumulo/reviews) Accumulo sorted, distributed key/value store is a robust, scalable, high performance data storage and retrieval system. **Average Rating:** 4.0/5.0 **Total Reviews:** 12 **How Do G2 Users Rate Accumulo?** - **Has the product been a good partner in doing business?:** 6.7/10 (Category avg: 8.7/10) - **Auto Recovery:** 8.3/10 (Category avg: 8.6/10) - **Data Model:** 8.3/10 (Category avg: 8.8/10) - **Integrated Cache:** 6.7/10 (Category avg: 8.6/10) **Who Is the Company Behind Accumulo?** - **Seller:** [The Apache Software Foundation](https://www.g2.com/sellers/the-apache-software-foundation) - **Year Founded:** 1999 - **HQ Location:** Wakefield, MA - **Twitter:** @TheASF (66,168 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/215982/ (2,470 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 42% Small-Business, 33% Mid-Market #### What Are Recent G2 Reviews of Accumulo? **"[Data Storage and Retrival](https://www.g2.com/survey_responses/accumulo-review-6809445)"** **Rating:** 4.0/5.0 stars *— Ashrith G.* [Read full review](https://www.g2.com/survey_responses/accumulo-review-6809445) --- **"[Best Solution for your Business](https://www.g2.com/survey_responses/accumulo-review-5362242)"** **Rating:** 5.0/5.0 stars *— Raj V.* [Read full review](https://www.g2.com/survey_responses/accumulo-review-5362242) --- #### What Are G2 Users Discussing About Accumulo? - [Is Accumulo NoSQL database?](https://www.g2.com/discussions/is-accumulo-nosql-database) - [What is Accumulo in cloudera?](https://www.g2.com/discussions/what-is-accumulo-in-cloudera) - [Is Accumulo a database?](https://www.g2.com/discussions/is-accumulo-a-database) - [What is Accumulo used for?](https://www.g2.com/discussions/what-is-accumulo-used-for) - 1 comment ### 23. [Bangdb](https://www.g2.com/products/bangdb/reviews) BangDB is a multiflavored, multimodel, embedded, distributed, high performance, analytical, timeseries NoSql database written in C/C++ and design from scratch for solving contemporary and future problems in simple and easy manner which otherwise requires huge amount of time and resources. **Average Rating:** 4.5/5.0 **Total Reviews:** 12 **How Do G2 Users Rate Bangdb?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 8.7/10) - **Auto Recovery:** 8.6/10 (Category avg: 8.6/10) - **Data Model:** 8.1/10 (Category avg: 8.8/10) - **Integrated Cache:** 8.3/10 (Category avg: 8.6/10) **Who Is the Company Behind Bangdb?** - **Seller:** [BangDB](https://www.g2.com/sellers/bangdb) - **Year Founded:** 2015 - **HQ Location:** Bangalore, Karnataka - **Twitter:** @IQLECT (454 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/bangdb/ (6 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 50% Small-Business, 33% Mid-Market #### What Are Recent G2 Reviews of Bangdb? **"[Fast, Flexible and Efficient Data Management](https://www.g2.com/survey_responses/bangdb-review-8304603)"** **Rating:** 5.0/5.0 stars *— Arpit A.* [Read full review](https://www.g2.com/survey_responses/bangdb-review-8304603) --- **"["Prominent highly performing data processing system "](https://www.g2.com/survey_responses/bangdb-review-8554646)"** **Rating:** 5.0/5.0 stars *— Brian M.* [Read full review](https://www.g2.com/survey_responses/bangdb-review-8554646) --- ### 24. [RocksDB](https://www.g2.com/products/rocksdb/reviews) A persistent key-value store for fast storage environments **Average Rating:** 4.4/5.0 **Total Reviews:** 9 **How Do G2 Users Rate RocksDB?** - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 8.7/10) - **Auto Recovery:** 9.0/10 (Category avg: 8.6/10) - **Data Model:** 8.3/10 (Category avg: 8.8/10) - **Integrated Cache:** 8.6/10 (Category avg: 8.6/10) **Who Is the Company Behind RocksDB?** - **Seller:** [Meta Platforms, Inc](https://www.g2.com/sellers/meta-platforms-inc) - **Year Founded:** 2008 - **HQ Location:** Menlo Park, CA - **Twitter:** @Meta (9,891,711 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/meta/ (158,764 employees on LinkedIn®) - **Ownership:** NASDAQ: META **Who Uses This Product?** - **Company Size:** 60% Small-Business, 40% Mid-Market #### What Are Recent G2 Reviews of RocksDB? **"[RocksDB](https://www.g2.com/survey_responses/rocksdb-review-4845964)"** **Rating:** 5.0/5.0 stars *— SreenivasaRao V.* [Read full review](https://www.g2.com/survey_responses/rocksdb-review-4845964) --- **"[RocksDb is one of the best NoSQL databases](https://www.g2.com/survey_responses/rocksdb-review-4810732)"** **Rating:** 4.0/5.0 stars *— Verified User in Information Technology and Services* [Read full review](https://www.g2.com/survey_responses/rocksdb-review-4810732) --- #### What Are G2 Users Discussing About RocksDB? - [Who is using RocksDB?](https://www.g2.com/discussions/who-is-using-rocksdb) - [How does RocksDB work?](https://www.g2.com/discussions/how-does-rocksdb-work) - [Is RocksDB fast?](https://www.g2.com/discussions/is-rocksdb-fast) - [How does RocksDB store data?](https://www.g2.com/discussions/how-does-rocksdb-store-data) ### 25. [OrientDB](https://www.g2.com/products/orientdb/reviews) OrientDB is the first Multi-Model Distributed DBMS with a True Graph Engine. Multi-Model means 2nd generation NoSQL able to manage complex domain with incredible performance. OrientDB manages relationships without using JOINs, but rather direct pointers. This allows to have constant performance on traversing relationships, no matter the database size. **Average Rating:** 3.9/5.0 **Total Reviews:** 58 **How Do G2 Users Rate OrientDB?** - **Has the product been a good partner in doing business?:** 7.8/10 (Category avg: 8.7/10) - **Auto Recovery:** 7.8/10 (Category avg: 8.6/10) - **Data Model:** 10.0/10 (Category avg: 8.8/10) - **Integrated Cache:** 8.3/10 (Category avg: 8.6/10) **Who Is the Company Behind OrientDB?** - **Seller:** [SAP](https://www.g2.com/sellers/sap) - **Year Founded:** 1972 - **HQ Location:** Walldorf - **Twitter:** @SAP (297,052 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/sap/ (141,955 employees on LinkedIn®) - **Ownership:** NYSE:SAP **Who Uses This Product?** - **Who Uses This:** Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 47% Small-Business, 42% Mid-Market #### What Are Recent G2 Reviews of OrientDB? **"["Best tool for Data Analyse"](https://www.g2.com/survey_responses/orientdb-review-10197417)"** **Rating:** 4.5/5.0 stars *— Rupali S.* [Read full review](https://www.g2.com/survey_responses/orientdb-review-10197417) --- **"[Query performance optimizations by OrientDB are splendid for retrieval of specific data from graph](https://www.g2.com/survey_responses/orientdb-review-7404425)"** **Rating:** 4.0/5.0 stars *— Varshini S.* [Read full review](https://www.g2.com/survey_responses/orientdb-review-7404425) --- #### What Are G2 Users Discussing About OrientDB? - [What is multi-model database service?](https://www.g2.com/discussions/what-is-multi-model-database-service) - [Is OrientDB a native graph database?](https://www.g2.com/discussions/is-orientdb-a-native-graph-database) - [What type of database is OrientDB?](https://www.g2.com/discussions/what-type-of-database-is-orientdb) - [How OrientDB works?](https://www.g2.com/discussions/how-orientdb-works) ## What Is Key Value Databases? [NoSQL Databases](https://www.g2.com/categories/nosql-databases) ## What Software Categories Are Similar to Key Value Databases? - [Graph Databases](https://www.g2.com/categories/graph-databases) - [Document Databases](https://www.g2.com/categories/document-databases) - [Database as a Service (DBaaS) Providers](https://www.g2.com/categories/database-as-a-service-dbaas) --- ## How Do You Choose the Right Key Value Databases? ### What You Should Know About Key Value Databases ### What are Key Value Databases? Key value databases are arguably the simplest of NoSQL databases. Unlike relational databases, which rely on primary and foreign keys to be able to find and connect data, key value databases utilize a single main identifier—the _key_—and associate that with a data point, array of data, or blob—a _value_. Key value databases can only be queried by the key itself. Key names can be _uniform resource identifiers_ or _URI_, hashes, filenames, or anything else that is entirely unique from other keys. In the same way, values can be just about any data. Key Benefits of Key Value Databases - Simple and lightweight - Built for speed - Data type-agnostic ### Why Use Key Value Databases? Key value databases are designed for speed. Because they require minimal input for querying compared to other databases, and because they store so simply, key value databases can return query results near instantly. Key value databases are optimal for situations with constant read/write operations or situations requiring low latency and lower operational demand than a relational database. Some example use cases follow. **E-commerce shopping carts —** Key value databases work fantastically for temporary, lightweight listings, which makes them perfect for storing customer shopping carts while they order products online. **Online session information —** Need to be able to keep a log of user session data over the course of being logged onto a device, utilizing your website, etc.? Key value databases make it simple to track and store activity information, including which pages were accessed, on-page actions a user took, and more. This information can fuel customer product recommendations, inform trends, and create more data-driven insights for businesses. **Cache —** Key value databases are a great option for storing information that gets accessed often but rarely, if ever, gets modified. So, key value databases can serve as effective cache in these situations. ### Who Uses Key Value Databases? Like most other databases, database administrators and teams are the ones who will most often interact with key-value store solutions. That being said, developers and support teams will also use these solutions frequently – developers, for integrating databases with their code, and support teams, for root cause investigation, troubleshooting, etc. Key value databases in particular might not have as wide a usage range outside these groups because of, oddly enough, their simplicity. They’re not as applicable as some kinds of databases—like relational or graph—in more general business settings that lean into more tabular or relationship-oriented data grouping, or that might need often and significant editing. ### Key Value Databases Features **In-memory residence —** Most value databases are built in such a way that they can be run in-memory as opposed to off a storage drive. This improves transaction speeds and also is a testament to the lightweight nature of these databases. **Speed —** Whether a user is writing to the database or querying from it, key-value databases offer greater speed and responsiveness compared to other kinds of databases. **Scalability —** No matter how much data may need to go into the database, value databases will be able to keep up. **Integration —** Key value databases should be able to integrate easily with other systems and tools. Should there be specific integrations you’d need your key-value store to have, check with both the key-value store vendor and community, as well as those of any solutions with which you might be integrating. Other Features of Key Value Databases: [Audit logs](https://www.g2.com/categories/key-value-databases/f/audit-logs), [Authentication](https://www.g2.com/categories/key-value-databases/f/authentication), [Integrated cache](https://www.g2.com/categories/key-value-databases/f/integrated-cache), [Multi-model](https://www.g2.com/categories/key-value-databases/f/multi-model), [Role-based authorization](https://www.g2.com/categories/key-value-databases/f/role-based-authorization) ### Trends Related to Key Value Databases **Moving away from SQL —** Businesses are actively exploring NoSQL (non-relational) databases more now than ever before. NoSQL databases as a whole provide greater flexibility than SQL databases because of less rigid schema, and thus, more adaptability and opportunities for specialization. ### Potential Issues with Key Value Databases **Value returns —** Most value databases, when queried, return the entire value associated with a key. While generally this is beneficial, if you’ve stored multiple pieces of information within a single value, querying for its key may return more information than you wanted. If planning to use a key-value database to store multiple items of information within a value, be sure that the database you choose has the ability to sift information out of an array value, or you have an alternate way to compensate for an array of information being returned. **Value updates —** Key value databases, by nature of their design, require that the **entire** value be updated when a value is modified. If you anticipate your values consistently having multiple pieces of information within them, consider a key-value database that will let you have more fine-tuned control over modification, or perhaps consider a different type of database altogether. If you anticipate constant modifications and numerous pieces of information being associated to a single identifying data point (key), perhaps consider a relational, graph, or document database instead. ### Software and Services Related to Key Value Databases [**Graph databases**](https://www.g2.com/categories/graph-databases) **—** Another type of NoSQL database, graph databases specialize in showing the relationships (_edges_) between different data (_nodes_). Graph and key-value databases can have some overlap in use cases, in which case businesses should investigate further on the two types of databases to discern which more properly fits their constraints. [**Document databases**](https://www.g2.com/categories/document-databases) **—** Document databases, another NoSQL database type, store and retrieve data in document format, e.g. JSON, XML, and YAML. This database specializes in storing related groups of data together in a single document for retrieval and querying. [**Relational databases**](https://www.g2.com/categories/relational-databases) **—** The most familiar of any database, relational databases take on strict structures and schema to manage and store data. Key value databases and relational databases can work well together for businesses, with each covering situations where the other might not be as well-suited.