--- title: Apache Ignite Reviews meta\_title: 'Apache Ignite Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 17 reviews by the users' company size, role or industry to find out how Apache Ignite works for a business like yours. aggregate\_rating: rating\_value: 3.9 review\_count: 17 scale: '5' date\_modified: '2026-08-07' parent\_category: name: Database Software url: https://www.g2.com/categories/database-software --- # Apache Ignite Reviews & Product Details Apache Ignite is an in-memory computing platform that is durable, strongly consistent, and highly available with powerful SQL, key-value and processing APIs. * * * Seller [The Apache Software Foundation](https://www.g2.com/sellers/the-apache-software-foundation) Discussions [Apache Ignite Community](https://www.g2.com/products/apache-ignite/discuss) Show More ## Top-Rated Alternatives [ ![Redis Software](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Redis Software") Redis Software 4.5/5(136) ](https://www.g2.com/products/redis-software/reviews) [ ![Microsoft SQL Server](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Microsoft SQL Server") Microsoft SQL Server 4.4/5(2,286) ](https://www.g2.com/products/microsoft-sql-server/reviews) [ ![MySQL](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "MySQL") MySQL 4.4/5(1,682) ](https://www.g2.com/products/mysql/reviews) [ View All Alternatives ](https://www.g2.com/products/apache-ignite/competitors/alternatives) ## User Insights Average based on 17 real user reviews. [Log in to unlock pricing and user insights](/login) ![Verified User in Banking](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Banking") AB Verified User in Banking Enterprise (\> 1000 emp.) 10/29/2019 "Delicate, not so nice in memory platform " 3/5 What do you like best about Apache Ignite? Creating a cache and getting started is not difficult. Rest communication to the cluster is good thing. In memory speed of computation is good Review collected by and hosted on G2.com. What do you dislike about Apache Ignite? Delicate rebalance mechanism. Issue of loading indice in memory on node restart. Wal related opacity in various parameters. Few cache configuration are mutable and few are not. Review collected by and hosted on G2.com. What problems is Apache Ignite solving and how is that benefiting you? Legacy system data migration and reporting Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Seller invite ![Supun N.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Supun N.") SN Supun N. Analyst/Programmer Higher Education Enterprise (\> 1000 emp.) 1/31/2019 "In memory hammer for large scale data processing tasks" 3/5 What do you like best about Apache Ignite? Ignite is a large scale in-memory processing data processing system. It is similar to Spark but more flexible. Unlike RDDs Ignite collections are immutable. This means there is a lot you can do with Ignite such as using it as a cache or even for transaction processing. Review collected by and hosted on G2.com. What do you dislike about Apache Ignite? I found the documentation and starter material available for Ignite is not very comprehensive and helpful. Also, the server and distributed management of Ignite workers is not very streamlined yet. You need to manually ssh into servers to restart a worker or check logs when something goes wring Review collected by and hosted on G2.com. What problems is Apache Ignite solving and how is that benefiting you? I was mainly using Ignite as an in-memory cache for large scale iterative machine learning tasks. It was well suited for the task as storing the data in memory between iterations drastically reduced the runtime. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software") EC Verified User in Computer Software Small-Business (50 or fewer emp.) 4/11/2019 "Object cache for ML" 3/5 What do you like best about Apache Ignite? We use Apache Ignite for our object cache, its a good cache for our ML models and helps us scale horizontally. Review collected by and hosted on G2.com. What do you dislike about Apache Ignite? Setup is a bit complicated and takes time, there is a learning curve Review collected by and hosted on G2.com. What problems is Apache Ignite solving and how is that benefiting you? Caching ML Models for Real Time serving Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Seller invite ![Verified User in Financial Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Financial Services") UF Verified User in Financial Services Enterprise (\> 1000 emp.) 5/29/2018 "Strong choice for a highly-performant general purpose database" 3/5 What do you like best about Apache Ignite? Apache Ignite allows users to compute and store massive amounts of data at scale very reliably. While many classic SQL databases would choke on the high throughput demanded, Apache Ignite can easily handle huge throughput loads. Review collected by and hosted on G2.com. What do you dislike about Apache Ignite? Unless the data model is designed properly, a number of edge cases can cause unexpected poor performance when using Apache Ignite. Special care must be taken to determine what query patterns will be used. Review collected by and hosted on G2.com. Recommendations to others considering Apache Ignite: It can be a challenge integrating with the JVM if using tooling that is not based around the Java ecosystem. Review collected by and hosted on G2.com. What problems is Apache Ignite solving and how is that benefiting you? We store live market data from various sources around the world, and this workload required a database with great read/write throughput, while being resistant to failure. Review collected by and hosted on G2.com. Show More 7/12/2018 Current UserValidated ReviewerIncentivizedSource: G2 invite ##### Pricing Pricing details for this product isn’t currently available. 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[ View More Pricing Information ](https://www.g2.com/products/apache-ignite/pricing) Apache Ignite Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_6c0bceb4bba558e94f5d215881182f3a/redis-software.png "Product Avatar Image") Redis Software 4.5/5(136) [ Compare Now ](https://www.g2.com/compare/apache-ignite-vs-redis-software) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_b3390b4cc3d92e87d570895f7358c003/amazon-elasticache.jpg "Product Avatar Image") Amazon ElastiCache 4.5/5(88) [ Compare Now ](https://www.g2.com/compare/amazon-elasticache-vs-apache-ignite) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_faff4d9ae8d369820daa209f9b7d9b95/hazelcast-platform.png "Product Avatar Image") Hazelcast Platform 4.3/5(13) [ Compare Now ](https://www.g2.com/compare/apache-ignite-vs-hazelcast-platform) ## Work at The Apache Software Foundation? 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