Elasticsearch vs Sumo Logic: What are the differences?
Developers describe Elasticsearch as "Open Source, Distributed, RESTful Search Engine". Elasticsearch is a distributed, RESTful search and analytics engine capable of storing data and searching it in near real time. Elasticsearch, Kibana, Beats and Logstash are the Elastic Stack (sometimes called the ELK Stack). On the other hand, Sumo Logic is detailed as "Cloud Log Management for Application Logs and IT Log Data". Cloud-based machine data analytics platform that enables companies to proactively identify availability and performance issues in their infrastructure, improve their security posture and enhance application rollouts. Companies using Sumo Logic reduce their mean-time-to-resolution by 50% and can save hundreds of thousands of dollars, annually. Customers include Netflix, Medallia, Orange, and GoGo Inflight.
Elasticsearch and Sumo Logic are primarily classified as "Search as a Service" and "Log Management" tools respectively.
Some of the features offered by Elasticsearch are:
- Distributed and Highly Available Search Engine.
- Multi Tenant with Multi Types.
- Various set of APIs including RESTful
On the other hand, Sumo Logic provides the following key features:
- Ability to collect data from on-premise sources, private/public/hybrid clouds, and SaaS/PaaS environments
- Real-time continuous query engine that constantly updates dashboards and reports for immediate visualization
- Anomaly detection engine that enables companies to proactively uncover events without writing rules
"Powerful api" is the primary reason why developers consider Elasticsearch over the competitors, whereas "Search capabilities" was stated as the key factor in picking Sumo Logic.
Elasticsearch is an open source tool with 41.9K GitHub stars and 14K GitHub forks. Here's a link to Elasticsearch's open source repository on GitHub.
According to the StackShare community, Elasticsearch has a broader approval, being mentioned in 1976 company stacks & 936 developers stacks; compared to Sumo Logic, which is listed in 57 company stacks and 7 developer stacks.