Amazon ElastiCache vs GridGain

Amazon ElastiCache is a managed caching service compatible with Valkey, Memcached, and Redis OSS, with performance described as microsecond latency. Customers can deploy a serverless cache or a node-based cluster. ElastiCache Serverless monitors compute, memory, and network use and scales vertically and horizontally as demand changes. It replicates data across multiple Availability Zones and offers a 99.99% availability SLA for each cache. Listed uses include application and semantic caching, data and session stores, and leaderboards. It can act as a front-end cache for Amazon RDS, Aurora, DocumentDB, and DynamoDB, and improve performance with EC2 and EMR. Security options include encryption in transit and at rest, IAM authentication, Valkey or Redis OSS AUTH, and role-based access control. CloudWatch provides more than 40 operational metrics at no additional charge. Valkey serverless pricing starts at $6 a month, billed according to stored data in GB-hours and requests measured in ECPUs. Data tiering is unavailable with ElastiCache Serverless.

GridGain Platform is an in-memory computing system for transactional, streaming, and analytical workloads. It keeps data in memory, on disk, or both through configurable disk persistence, and supports ANSI SQL, key-value APIs, and ACID transactions. Workloads run across horizontally scalable clusters deployed on premises or in public or private clouds; GridGain says its architecture can scale to petabytes of in-memory data. Listed capabilities include transaction processing, advanced analytics, AI/ML operations, data hub, system of record, stream processing, and vector search. Supported data models include key-value, relational, document, geospatial, and unstructured data. Integrations include Kafka, Oracle Golden Gate, Data Lake Accelerator, Spring, Spark, Hibernate L2 Cache, MyBatis L2 Cache, and Cassandra. GridGain 9 supports SSL/TLS, while Enterprise and Ultimate add role-based authorization and transparent data encryption. Pricing is on request, with a 30-day trial and no free plan.