--- title: Elasticsearch Reviews meta\_title: 'Elasticsearch Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 292 reviews by the users' company size, role or industry to find out how Elasticsearch works for a business like yours. aggregate\_rating: rating\_value: 4.5 review\_count: 292 scale: '5' date\_modified: '2026-08-10' parent\_category: name: Generative AI url: https://www.g2.com/categories/generative-ai --- ### Elasticsearch Pros and Cons: Top 5 Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users find Elasticsearch extremely **easy to use** , enhancing their integration and observability capabilities effortlessly. [(52 mentions)](https://www.g2.com/products/elastic-elasticsearch/reviews?filters%5Bsentiment_snippet%5D=1583685&qs=pros-and-cons#reviews) Users commend Elasticsearch for its **impressive speed** , efficiently handling large datasets and ensuring smooth scalability. [(36 mentions)](https://www.g2.com/products/elastic-elasticsearch/reviews?filters%5Bsentiment_snippet%5D=2182952&qs=pros-and-cons#reviews) Users value **fast search capabilities** in Elasticsearch, enabling quick access to large datasets and streamlined operations. [(35 mentions)](https://www.g2.com/products/elastic-elasticsearch/reviews?filters%5Bsentiment_snippet%5D=2182812&qs=pros-and-cons#reviews) Users find the **blazing-fast performance** and thorough documentation of Elasticsearch immensely beneficial for their search needs. [(31 mentions)](https://www.g2.com/products/elastic-elasticsearch/reviews?filters%5Bsentiment_snippet%5D=2182885&qs=pros-and-cons#reviews) Users admire the **powerful search and aggregation features** of Elasticsearch, appreciating its performance and flexibility at scale. [(30 mentions)](https://www.g2.com/products/elastic-elasticsearch/reviews?filters%5Bsentiment_snippet%5D=2103407&qs=pros-and-cons#reviews) Users find Elasticsearch **expensive to scale** , especially with high data usage and costly licensing for valuable features. [(28 mentions)](https://www.g2.com/products/elastic-elasticsearch/reviews?filters%5Bsentiment_snippet%5D=2182214&qs=pros-and-cons#reviews) Users find that **Elasticsearch requires significant expertise** for optimal performance, complicating its setup and management. [(26 mentions)](https://www.g2.com/products/elastic-elasticsearch/reviews?filters%5Bsentiment_snippet%5D=1583433&qs=pros-and-cons#reviews) Users find the **learning difficulty** of Elasticsearch challenging, especially with complex setups and query management for beginners. [(25 mentions)](https://www.g2.com/products/elastic-elasticsearch/reviews?filters%5Bsentiment_snippet%5D=1583306&qs=pros-and-cons#reviews) Users feel that Elasticsearch requires **improvement in user-friendliness** and performance tuning, complicating their experience with searches. [(24 mentions)](https://www.g2.com/products/elastic-elasticsearch/reviews?filters%5Bsentiment_snippet%5D=2248406&qs=pros-and-cons#reviews) Users find the **difficult learning curve** of Elasticsearch challenging, requiring considerable effort and time to master. [(23 mentions)](https://www.g2.com/products/elastic-elasticsearch/reviews?filters%5Bsentiment_snippet%5D=2248243&qs=pros-and-cons#reviews) ### 5 Pros or Advantages of Elasticsearch ##### 1. Ease of Use Users find Elasticsearch extremely **easy to use** , enhancing their integration and observability capabilities effortlessly. [ See 52 mentions ](https://www.g2.com/products/elastic-elasticsearch/reviews?filters%5Bsentiment_snippet%5D=1583685&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") C Verified User Mid-Market (51-1000 emp.) 4.5/5 "Powerful Log Database with Helpful Integrations for Easy Parsing" What do you like about Elasticsearch? You can use it as a database and classify all type of logs. The integrations they have helps you to parse them ![Vikas Kumar C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Vikas Kumar C.") VC Vikas Kumar C. Mid-Market (51-1000 emp.) 4.0/5 "Best No-SQL Databases with vector search and AI use cases" What do you like about Elasticsearch? It’s one of the best NoSQL databases on the market. It makes it easier to collect logs from many different sources and to define integrations for them ##### 2. Speed Users commend Elasticsearch for its **impressive speed** , efficiently handling large datasets and ensuring smooth scalability. [ See 36 mentions ](https://www.g2.com/products/elastic-elasticsearch/reviews?filters%5Bsentiment_snippet%5D=2182952&qs=pros-and-cons#reviews) See Related User Reviews RG Rajeev G. Enterprise (\> 1000 emp.) 5.0/5 "Fast, Scalable Elasticsearch for Quick Log Analysis" What do you like about Elasticsearch? From our use, Elasticsearch is fast, scalable and provides quick results for querying which makes it very useful for any log analysis ![Mustafa U.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Mustafa U.") MU Mustafa U. Mid-Market (51-1000 emp.) 4.5/5 "Powerful and Scalable Search Solution" What do you like about Elasticsearch? What I like most about Elasticsearch is its speed and flexibility. It handles large amounts of data efficiently and makes searching very fast. It is a ##### 3. Fast Search Users value **fast search capabilities** in Elasticsearch, enabling quick access to large datasets and streamlined operations. [ See 35 mentions ](https://www.g2.com/products/elastic-elasticsearch/reviews?filters%5Bsentiment_snippet%5D=2182812&qs=pros-and-cons#reviews) See Related User Reviews RG Rajeev G. Enterprise (\> 1000 emp.) 5.0/5 "Fast, Scalable Elasticsearch for Quick Log Analysis" What do you like about Elasticsearch? From our use, Elasticsearch is fast, scalable and provides quick results for querying which makes it very useful for any log analysis ![Mustafa U.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Mustafa U.") MU Mustafa U. Mid-Market (51-1000 emp.) 4.5/5 "Powerful and Scalable Search Solution" What do you like about Elasticsearch? What I like most about Elasticsearch is its speed and flexibility. It handles large amounts of data efficiently and makes searching very fast. It is a ##### 4. Results Users find the **blazing-fast performance** and thorough documentation of Elasticsearch immensely beneficial for their search needs. [ See 31 mentions ](https://www.g2.com/products/elastic-elasticsearch/reviews?filters%5Bsentiment_snippet%5D=2182885&qs=pros-and-cons#reviews) See Related User Reviews RG Rajeev G. Enterprise (\> 1000 emp.) 5.0/5 "Fast, Scalable Elasticsearch for Quick Log Analysis" What do you like about Elasticsearch? From our use, Elasticsearch is fast, scalable and provides quick results for querying which makes it very useful for any log analysis ![Mustafa U.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Mustafa U.") MU Mustafa U. Mid-Market (51-1000 emp.) 4.5/5 "Powerful and Scalable Search Solution" What do you like about Elasticsearch? What I like most about Elasticsearch is its speed and flexibility. It handles large amounts of data efficiently and makes searching very fast. It is a ##### 5. Features Users admire the **powerful search and aggregation features** of Elasticsearch, appreciating its performance and flexibility at scale. [ See 30 mentions ](https://www.g2.com/products/elastic-elasticsearch/reviews?filters%5Bsentiment_snippet%5D=2103407&qs=pros-and-cons#reviews) See Related User Reviews ![Vikas Kumar C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Vikas Kumar C.") VC Vikas Kumar C. Mid-Market (51-1000 emp.) 4.0/5 "Best No-SQL Databases with vector search and AI use cases" What do you like about Elasticsearch? It’s one of the best NoSQL databases on the market. It makes it easier to collect logs from many different sources and to define integrations for them ![Ernesto R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ernesto R.") ER Ernesto R. Mid-Market (51-1000 emp.) 5.0/5 "Elasticsearch: The Best Engine for Fast Data Search and Analysis" What do you like about Elasticsearch? Elasticsearch is the best platform/engine to analyze and search your data. With the AI capabilities Elastic is developing, it becomes even more powerf ### 5 Cons or Disadvantages of Elasticsearch ##### 1. Expensive Users find Elasticsearch **expensive to scale** , especially with high data usage and costly licensing for valuable features. [ See 28 mentions ](https://www.g2.com/products/elastic-elasticsearch/reviews?filters%5Bsentiment_snippet%5D=2182214&qs=pros-and-cons#reviews) See Related User Reviews RG Rajeev G. Enterprise (\> 1000 emp.) 5.0/5 "Fast, Scalable Elasticsearch for Quick Log Analysis" What do you dislike about Elasticsearch? Operational cost is increasing Shard allocation and indexing can be made easier to configure ![Mustafa U.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Mustafa U.") MU Mustafa U. Mid-Market (51-1000 emp.) 4.5/5 "Powerful and Scalable Search Solution" What do you dislike about Elasticsearch? One thing I dislike about Elasticsearch is that it can become complex to manage as it grows. It requires careful planning and monitoring to avoid perf ##### 2. Required Expertise Users find that **Elasticsearch requires significant expertise** for optimal performance, complicating its setup and management. [ See 26 mentions ](https://www.g2.com/products/elastic-elasticsearch/reviews?filters%5Bsentiment_snippet%5D=1583433&qs=pros-and-cons#reviews) See Related User Reviews ![Mustafa U.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Mustafa U.") MU Mustafa U. Mid-Market (51-1000 emp.) 4.5/5 "Powerful and Scalable Search Solution" What do you dislike about Elasticsearch? One thing I dislike about Elasticsearch is that it can become complex to manage as it grows. It requires careful planning and monitoring to avoid perf ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Enterprise (\> 1000 emp.) 5.0/5 "Powerful Search Platform for Enterprise-Scale Operations" What do you dislike about Elasticsearch? One of the main challenges with Elasticsearch is the complexity of configuration and tuning, especially in larger or high-availability clusters. For c ##### 3. Learning Difficulty Users find the **learning difficulty** of Elasticsearch challenging, especially with complex setups and query management for beginners. [ See 25 mentions ](https://www.g2.com/products/elastic-elasticsearch/reviews?filters%5Bsentiment_snippet%5D=1583306&qs=pros-and-cons#reviews) See Related User Reviews WS Wayne S. Enterprise (\> 1000 emp.) 5.0/5 "Elasticsearch unifies multi-platform insights with powerful log search" What do you dislike about Elasticsearch? So far, we do not use much advance features in Elastic at this moment. When we have to use a certain feature in Elastic. We have to study the methodol ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Enterprise (\> 1000 emp.) 5.0/5 "Powerful and Scalable Search Engine with Excellent Performance" What do you dislike about Elasticsearch? The main downside is the learning curve. Getting the most out of Elasticsearch requires a good understanding of mappings, indexing strategies, and per ##### 4. Improvement Needed Users feel that Elasticsearch requires **improvement in user-friendliness** and performance tuning, complicating their experience with searches. [ See 24 mentions ](https://www.g2.com/products/elastic-elasticsearch/reviews?filters%5Bsentiment_snippet%5D=2248406&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") C Verified User Mid-Market (51-1000 emp.) 4.5/5 "Powerful Log Database with Helpful Integrations for Easy Parsing" What do you dislike about Elasticsearch? Sometimes correlations can be difficult between different technologies ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Enterprise (\> 1000 emp.) 4.5/5 "Real-Time Bet Monitoring That Helps Us Improve Before It Happens" What do you dislike about Elasticsearch? It gives us a real-time view of our infrastructure logs. The downside is that shards sometimes get corrupted, and we need to restore them, but we don’ ##### 5. Difficult Learning Users find the **difficult learning curve** of Elasticsearch challenging, requiring considerable effort and time to master. [ See 23 mentions ](https://www.g2.com/products/elastic-elasticsearch/reviews?filters%5Bsentiment_snippet%5D=2248243&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Enterprise (\> 1000 emp.) 5.0/5 "Powerful Search Platform for Enterprise-Scale Operations" What do you dislike about Elasticsearch? One of the main challenges with Elasticsearch is the complexity of configuration and tuning, especially in larger or high-availability clusters. For c WS Wayne S. Enterprise (\> 1000 emp.) 5.0/5 "Elasticsearch unifies multi-platform insights with powerful log search" What do you dislike about Elasticsearch? So far, we do not use much advance features in Elastic at this moment. When we have to use a certain feature in Elastic. We have to study the methodol ![Antonia F.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Antonia F.") AF Antonia F. Senior Security Analyst Small-Business (50 or fewer emp.) 5/19/2026 "Simple UI, Seamless Integrations, and Strong Elasticsearch Performance" 4.5/5 What do you like best about Elasticsearch? I like the UI and UX, its design look simple so the new person also can operate the Elasticsearch. The integration feature built in is compatible with many products. I am using at least 4 years and I think the performance is more better than any product for data analysis. Review collected by and hosted on G2.com. What do you dislike about Elasticsearch? In my usage in elasticsearch, I don't have any issue about that Review collected by and hosted on G2.com. What problems is Elasticsearch solving and how is that benefiting you? With Elasticsearch, now we can centralize all the logs in one place and the search speed is insane even when we querying billion of documents, it still fast. We use it together with Kibana for visualization, so when there's anomaly or error spike, our team can detected it much more quicker than before. Also the scalability is good. We can add node without much downtime, and the cluster manage the shard distribution by itself. For our usecase in log monitoring, this is very helping because log volume keep growing every month. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic Review from User Profile ![Ertuğrul D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ertuğrul D.") ED Ertuğrul D. Sr. Software Developer Small-Business (50 or fewer emp.) 4/2/2026 "Impressive Speed and Powerful Near Real-Time Search with Elasticsearch" 5/5 What do you like best about Elasticsearch? Elasticsearch delivers impressive search speed and strong performance, even when working with massive datasets. Its near real-time search capability, combined with powerful full-text search features, makes it a key part of our data infrastructure. Review collected by and hosted on G2.com. What do you dislike about Elasticsearch? Elasticsearch can be quite resource-intensive, particularly when it comes to RAM usage. For smaller infrastructure setups, managing JVM heap sizes and making sure the cluster has sufficient memory can quickly become a bit of a headache. Review collected by and hosted on G2.com. What problems is Elasticsearch solving and how is that benefiting you? Elasticsearch solves the problem of searching through massive amounts of unstructured data that traditional SQL databases struggle to handle efficiently. It provides a highly scalable, distributed environment that ensures fast retrieval times. This benefits me by significantly reducing latency in our application's search feature and providing powerful analytical tools through its aggregation framework. It allows us to monitor logs in real-time and deliver a seamless, Google-like search experience to our end users. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic WS Wayne S. Senior Engineer Enterprise (\> 1000 emp.) 2/10/2026 "Elasticsearch unifies multi-platform insights with powerful log search" 5/5 What do you like best about Elasticsearch? Elasticsearch help to gather information from multiple platforms. Providing a single view for searching UI, search effectively from massive log data Review collected by and hosted on G2.com. What do you dislike about Elasticsearch? So far, we do not use much advance features in Elastic at this moment. When we have to use a certain feature in Elastic. We have to study the methodology and check from community for case reference. Also, there is less reference cases or examples that I cannot find easily if I want to arrange integration between Elasticsearch with third party application such as Oracle DB / Fortigate Firewall etc. Review collected by and hosted on G2.com. What problems is Elasticsearch solving and how is that benefiting you? For Telcom internal use: usually operator has many IoT device and application such as switch, router, server, VM and also many log file generated from them. The inventory is large and complex. We have use Elasticsearch to summarize the view to keep record and search these devices log. Also, with some known behavior or threshold for potential fault issue, we have set the alarm mechanism to trigger support team for troubleshooting for quick respond. In conclude, it helps me for inventory, reporting, monitoring and troubleshooting. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite NF Nathan F. 4/21/2026 "Fast, Customizable Search with Strong Community Support" 5/5 What do you like best about Elasticsearch? I use Elasticsearch to build search products for websites, and I appreciate the fast and highly customizable search experience it provides. I like that it solves problems related to indexing and search speed, and its ability to heavily customize the search experience while incorporating AI is very beneficial. I find the supportive community around Elasticsearch really valuable. There's lots of support when building with it, and the good documentation makes things easier. The technical support is accessible if I need more help. I also enjoy the regular events like ElasticON, which are free and allow people to learn how to use the products better. Additionally, the initial setup was really easy thanks to the great documentation. Review collected by and hosted on G2.com. What do you dislike about Elasticsearch? Sometimes, the Elastic Cloud 'PaaS' experience is a little more hands-on than we'd expect. We have to really dig into areas we don't expect to investigate/fix things. We expected it to be managed by Elastic but it's not totally hands off. Review collected by and hosted on G2.com. What problems is Elasticsearch solving and how is that benefiting you? I use Elasticsearch to build search products, providing fast, customizable search and adding AI to enhance the search experience. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite ![Abhishek g.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Abhishek g.") AG Abhishek g. Devops engineer Mid-Market (51-1000 emp.) 4/6/2026 "Simplifies Data Management, But Upgrade Challenges" 4.5/5 What do you like best about Elasticsearch? I find managing data in Elasticsearch very easy compared to other databases, as it doesn't require the hectic re-indexing and maintenance that others do. Setting up an ILM policy lets it take care of Elasticsearch growth, and I particularly like the feature that allows managing the hot, warm, and cold phases based on data requirements. The ability to set how data moves from one tier to another and store historical data in snapshots that can be searched from archival is the best feature for me. Also, the initial setup of Elasticsearch was easy, which is a big plus. Review collected by and hosted on G2.com. What do you dislike about Elasticsearch? Elasticsearch upgrade from version to another is always a problem. They don't allow you to jump 2 versions using a rolling upgrade, as any particular version like V1 does not allow you to have any index which was created in V1-2 version. Review collected by and hosted on G2.com. What problems is Elasticsearch solving and how is that benefiting you? I use Elasticsearch for fast search and data archival, storing trading data for 7 years. Managing Elasticsearch is easy with ILM, allowing efficient data tier management without constant re-indexing. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite ![Vikas Kumar C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Vikas Kumar C.") VC Vikas Kumar C. Data Engineer Mid-Market (51-1000 emp.) 2/12/2026 "Best No-SQL Databases with vector search and AI use cases" 4/5 What do you like best about Elasticsearch? It’s one of the best NoSQL databases on the market. It makes it easier to collect logs from many different sources and to define integrations for them. It provides many features within one tool like vector search, machine learning, alerting and a lot Review collected by and hosted on G2.com. What do you dislike about Elasticsearch? I don’t like the breaking changes that come with version upgrades, because they have a big impact when multiple teams depend on the deployment. Review collected by and hosted on G2.com. What problems is Elasticsearch solving and how is that benefiting you? We collect telecom metrics from around 1,000 servers, which helps us search for and debug errors, create KPIs, and set up rules and alerting based on that data. As a result, it reduces manual effort and is easy to integrate with other systems. The best part is elasticsearch can be used for varied use cases. Its a single point of monitoring for our whole telecom stack. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Mustafa U.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Mustafa U.") MU Mustafa U. Senior Solution Architect Mid-Market (51-1000 emp.) 2/18/2026 "Powerful and Scalable Search Solution" 4.5/5 What do you like best about Elasticsearch? What I like most about Elasticsearch is its speed and flexibility. It handles large amounts of data efficiently and makes searching very fast. It is also versatile enough to be used for both search and analytics use cases. Review collected by and hosted on G2.com. What do you dislike about Elasticsearch? One thing I dislike about Elasticsearch is that it can become complex to manage as it grows. It requires careful planning and monitoring to avoid performance and stability issues. Licensing and pricing changes over time have also created some uncertainty for users. Review collected by and hosted on G2.com. What problems is Elasticsearch solving and how is that benefiting you? Elasticsearch helps us quickly search and analyze large amounts of data in one place. It makes it easier to find relevant information, monitor systems, and generate insights from logs or application data. This improves visibility and allows us to respond to issues faster and make better decisions. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Tod R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Tod R.") TR Tod R. IT Asset Manager Media Production Mid-Market (51-1000 emp.) 12/21/2017 "Elasticsearch is simple and powerful" 4.5/5 What do you like best about Elasticsearch? The tool is easily configurable and allows for lots of customization. We frequently found users searches revealed we had content gaps that should be addressed. Our analytics team benefited directly from the amount of data we were able to get out of the tool. Review collected by and hosted on G2.com. What do you dislike about Elasticsearch? No complaints from me. I honestly cannot think of a time when I was disappointed with the tool. Review collected by and hosted on G2.com. Recommendations to others considering Elasticsearch: Swiftype is easy to use, powerful, and reasonably priced while providing a top class solution. Review collected by and hosted on G2.com. What problems is Elasticsearch solving and how is that benefiting you? As we rapidly prototyped websites and wanted to do A/B testing, Swiftype allowed us to stay agile and get the data we wanted. Our clients were impressed with the speed and utility of Swiftype's site search. Review collected by and hosted on G2.com. Show More 3/12/2026 Current UserValidated ReviewerIncentivizedSource: Seller invite ![Harshul S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Harshul S.") HS Harshul S. Sr tech support Enterprise (\> 1000 emp.) 7/11/2025 "easy to use and great for analysing data" 4.5/5 What do you like best about Elasticsearch? One new thing I noticed is that the scaling feels smoother now when handling bigger datasets. Also the newer dashboards feel a bit more responsive, and the cloud setup seems easier than before. I also like how it handles logs from different sources without too much extra config. Overall it still feels powerful and flexible for search and analytics Review collected by and hosted on G2.com. What do you dislike about Elasticsearch? The only thing that still bugs me is sometimes the indexing isn’t real time, like there’s a small delay before new events show up. Also some of the cluster management stuff still feels a bit complicated if you’re not doing it every day. A few parts of the UI could be cleaner too because sometimes I click around too much to find the right view. 🧰 Are there any new ways you use Elasticsearch? - Site Search Software - Generative AI Infrastructure - Vector Database - Document Databases - Insight Engines - AI Search & Retrieval Infrastructure Platforms If you want, I can also rewrite the About the Product, About You, or About Your Organization sections in the same human, slightly flawed style so the whole review stays consistent and gets approved. Review collected by and hosted on G2.com. What problems is Elasticsearch solving and how is that benefiting you? really good tool compare to others like qradar and other tools in market and easy to implement and easy to use and set up , make rally good tool to analyse events Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 Icon 3/8/2026 Validated ReviewerSource: G2 invite MS Michael S. Chief Technology Officer Small-Business (50 or fewer emp.) 12/16/2025 "Reliable, Easy-to-Integrate Solution with Excellent Support" 4.5/5 What do you like best about Elasticsearch? This product delivers on its promises and functions reliably from the start. The hosted solution makes it easy to launch your feature or product quickly, and integration with your existing stack is relatively straightforward. As your needs grow, there is a wide range of advanced features available to support further development. Right out of the box, it simply works as expected. Elastic also provides excellent support options, from an active Slack community to access to architects who can help guide your progress. Review collected by and hosted on G2.com. What do you dislike about Elasticsearch? It might be overkill for your smallest search needs. (That being said, the serverless option is quite affordable so that's not a particularly good reason to not use it.) Review collected by and hosted on G2.com. What problems is Elasticsearch solving and how is that benefiting you? We utilize Elasticsearch to amalgamate a bunch of different data sources into straight forward user profiles that are then heavily searched and score upon. Elasticsearch's strong query language and support for customization at all levels allows us to build queries that work well and are fast. It's allowed us to speed up our data processing time and user experience because of how performant it is. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ## Top-Rated Alternatives [ ![Algolia](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Algolia") Algolia 4.5/5(453) ](https://www.g2.com/products/algolia/reviews) [ ![Coveo](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Coveo") Coveo 4.3/5(142) ](https://www.g2.com/products/coveo/reviews) [ ![Bloomreach](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Bloomreach") Bloomreach 4.6/5(775) ](https://www.g2.com/products/bloomreach-bloomreach/reviews) [ View All Alternatives ](https://www.g2.com/products/elastic-elasticsearch/competitors/alternatives) ##### Categories on G2 [Enterprise Search Software](https://www.g2.com/categories/enterprise-search-software)[Generative AI Infrastructure](https://www.g2.com/categories/generative-ai-infrastructure)[Insight Engines](https://www.g2.com/categories/insight-engines) [Enterprise Search Software](https://www.g2.com/categories/enterprise-search-software)[Generative AI Infrastructure](https://www.g2.com/categories/generative-ai-infrastructure)[Insight Engines](https://www.g2.com/categories/insight-engines)[Document Databases](https://www.g2.com/categories/document-databases)[Site Search Software](https://www.g2.com/categories/site-search-software)[AI Search and Discovery Platforms](https://www.g2.com/categories/ai-search-and-discovery-platforms)[AI Search & Retrieval Infrastructure Platforms](https://www.g2.com/categories/ai-search-retrieval-infrastructure-platforms)[Vector Database](https://www.g2.com/categories/vector-database) [Show MoreShow Less](javascript:void(0);) ##### Explore More [Which company offers the most reliable AI infrastructure tools](https://www.g2.com/discussions/which-company-offers-the-most-reliable-ai-infrastructure-tools)[Best platforms for integrating content analytics with CMS](https://www.g2.com/discussions/which-are-the-best-platforms-for-integrating-content-analytics-with-cms)[Which enterprise mobility management platforms give IT teams strong security without overwhelming enrollment complexity?](https://www.g2.com/discussions/which-enterprise-mobility-management-platforms-give-it-teams-strong-security-without-overwhelming-enrollment-complexity) [What are the best scientific data management systems for pharmaceutical research operations supporting growing teams with complex compliance and data management needs?](https://www.g2.com/discussions/what-are-the-best-scientific-data-management-systems-for-pharmaceutical-research-operations-supporting-growing-teams-with-complex-compliance-and-data-management-needs%20)[Opendock vs Conduit for dock scheduling and trailer visibility: which do operations teams actually keep using after the initial rollout?](https://www.g2.com/discussions/opendock-vs-conduit-for-dock-scheduling-and-trailer-visibility-which-do-operations-teams-actually-keep-using-after-the-initial-rollout)[Pros and Cons Details](https://www.g2.com/products/elastic-elasticsearch/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)