--- 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 Reviews & Product Details

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Build next generation search experiences for your customers and employees that support your organization’s technology objectives. Elasticsearch gives developers a flexible toolkit to build AI-powered search applications with an extensible platform that also provides out of the box capabilities Save development cycles and get upgraded search to market faster. Elasticsearch is the world’s most popular search engine, backed by a robust developer community. Elastic’s platform lets you ingest any data source, build modern search experiences that integrate with large language models and generative AI, and visualize analytics for data-driven decision-making and insights. Our consistent investments in machine learning help developers stay ahead of the curve with the fast, highly relevant search, at scale. -- Flexible platform and toolkit to deliver powerful search functionality regardless of development resources and technology objectives. Our open platform delivers consistent functionality for cloud, hybrid, or on-prem deployments with exceptional performance, reliability, and scalability. -- Built-in search analytics and visualization tools give teams access to search data and real-time dashboards for optimizing search results and operations. Non-tech teams can tune search experiences too–no development team needed. -- Next level search relevance using textual search, vector search, hybrid, and semantic search and machine learning model flexibility. Powerful capabilities like a vector database provide the foundation for creating, storing, and searching embeddings to capture the context of your unstructured data. Use machine-learning enabled inference at data ingestion, and bring your own model - open or proprietary - to deliver the best, industry-specific results.

* * *

Product Website
Elasticsearch
Seller
[Elastic](https://www.g2.com/sellers/elastic)
Discussions
[Elasticsearch Community](https://www.g2.com/products/elastic-elasticsearch/discuss)
Languages Supported

English

Solution Type

All-in-One

Overview by
Mishi Schueller

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## Pricing

Pricing provided by Elasticsearch.

### Elastic Cloud Serverless

Pay As You Go

Per Month

[
View More Pricing Information
](https://www.g2.com/products/elastic-elasticsearch/pricing)

Elastic Solutions
(1)

See how Elastic products can work together to solve real problems.

[
 ![Solution Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Solution Avatar Image")

Elastic

SolutionBy Elastic

](/sellers/elastic/solutions/elastic)

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## Elasticsearch Integrations
(27)

What do users say about integrations?

Verified by Elasticsearch

[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Adobe Experience Manager

](https://www.g2.com/products/adobe-experience-manager/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Apache Kafka

](https://www.g2.com/products/apache-kafka/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

AWS Lambda

](https://www.g2.com/products/aws-lambda/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Azure Pipelines

](https://www.g2.com/products/azure-pipelines/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Cribl Stream

](https://www.g2.com/products/cribl-stream/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

CrowdStrike Falcon Shield

](https://www.g2.com/products/crowdstrike-falcon-shield/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Elastic Stack

](https://www.g2.com/products/elastic-stack/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Git

](https://www.g2.com/products/git/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

GitHub

](https://www.g2.com/products/github/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Google Cloud Storage

](https://www.g2.com/products/google-cloud-storage/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Grafana Labs

](https://www.g2.com/products/grafana-labs/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Jira

](https://www.g2.com/products/jira/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

MongoDB

](https://www.g2.com/products/mongodb/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

n8n

](https://www.g2.com/products/n8n/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Oracle Database

](https://www.g2.com/products/oracle-database/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Palo Alto Networks Cortex XSOAR

](https://www.g2.com/products/palo-alto-networks-cortex-xsoar/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Python

](https://www.g2.com/products/python/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Quantexa

](https://www.g2.com/products/quantexa/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Red Hat Enterprise Linux

](https://www.g2.com/products/red-hat-enterprise-linux/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Redis Software

](https://www.g2.com/products/redis-software/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

ServiceNow IT Service Management

](https://www.g2.com/products/servicenow-it-service-management/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Slack

](https://www.g2.com/products/slack/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Splunk On-Call

](https://www.g2.com/products/splunk-on-call/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Squid

](https://www.g2.com/products/squid/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Swimlane

](https://www.g2.com/products/swimlane/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

ThreatConnect TI Ops

](https://www.g2.com/products/threatconnect-ti-ops/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Tines

](https://www.g2.com/products/tines/reviews)

Show More

 ![Willem R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Willem R.")
WR

Willem R.

Security Operations Architect

Mid-Market (51-1000 emp.)

9/30/2025

"Powerful and Flexible, but with Some Gaps"

4.5/5

What do you like best about Elasticsearch?

Elasticsearch is a fantastic search and analytics platform. It’s easy to use as a SIEM tool, and creating exceptions is straightforward. I really appreciate the ECS field schemes, the agent/fleet/integrations setup, and the quality of support. These features make the platform flexible and enjoyable to work with.

i use elastic every day with our siem

it's easy to setup without certificates Review collected by and hosted on G2.com.

What do you dislike about Elasticsearch?

The documentation could be improved—especially around “detection as code,” which is difficult to set up and barely documented. Having “exceptions as code” would also be a great addition. I miss certain features that competitors like Wazuh provide, such as a built-in vulnerability scanner. Another gap is the lack of community-driven blogs and integration examples (like those published on Medium by SOCFortress for Wazuh). Finally, I find it strange that certain wildcard searches (e.g., \*test\* across large datasets like Palo Alto logs) can crash the entire stack.

i would expect for small bussiness, there should be an automatic rotation and trust for certificates between clients and fleet server, our between nodes. Review collected by and hosted on G2.com.

What problems is Elasticsearch solving and how is that benefiting you?

we use it for threat hunting and to solve problems in our it environment;

We also use it for apm data Review collected by and hosted on G2.com.

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Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller

 ![Avior M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Avior M.")
AM

Avior M.

Sr, Director of DevOps

Mid-Market (51-1000 emp.)

9/23/2025

"Powerful and Reliable Search & Analytics Platform"

5/5

What do you like best about Elasticsearch?

Elasticsearch is extremely fast, scalable, and reliable for handling large amounts of data. I’ve used it extensively for log management, search queries, and analytics, and it consistently delivers results in near real-time. Its flexibility with queries, index lifecycle management, and clustering makes it an essential part of our infrastructure. The ecosystem around Elasticsearch (APIs, integrations, documentation) makes it easy to extend and adapt to different use cases. Review collected by and hosted on G2.com.

What do you dislike about Elasticsearch?

Managing clusters at scale can sometimes be challenging, especially around balancing shards, force merge operations, and handling 429 rate-limit responses. While it’s very powerful, certain advanced operations require deep knowledge to avoid performance bottlenecks. That said, once tuned properly, it works extremely well and reliably. Review collected by and hosted on G2.com.

What problems is Elasticsearch solving and how is that benefiting you?

Elasticsearch helps us centralize and search through huge volumes of logs, metrics, and structured data in real time. It allows quick troubleshooting, better observability, and smarter analytics across our systems. By automating index lifecycle management and scaling clusters easily, it reduces operational overhead and keeps performance consistent. Overall, it improves visibility, decision-making, and efficiency for our teams. Review collected by and hosted on G2.com.

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9/30/2025
Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller

 ![Verified User in Banking](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Banking")
UB

Verified User in Banking

Enterprise (\> 1000 emp.)

2/10/2026

"Blazingly Fast, Feature-Rich Elasticsearch with Top-Notch Documentation"

5/5

What do you like best about Elasticsearch?

It simply works as expected and is blazingly fast. Using the ELK stack has been a life changer as well. Lots of features have been added over the years (working with Elasticsearch for a lot of years now). Worth mentioning is that the documentation is top notch. Very well structured, easy to understand and with lots of examples. Review collected by and hosted on G2.com.

What do you dislike about Elasticsearch?

In all these years that I have been using Elasticsearch, I did not find a single thing I actually missed. It's a complete package that delivers all that I am looking for. Review collected by and hosted on G2.com.

What problems is Elasticsearch solving and how is that benefiting you?

We use the ELK stack daily for monitoring, logging but especially also as search engine on our main pages. The whole customer search for our bank is based on Elasticsearch. Review collected by and hosted on G2.com.

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Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 IconCurrent UserValidated ReviewerIncentivizedSource: Seller invite

PD

Patryk D.

Security Enginner

Mid-Market (51-1000 emp.)

9/23/2025

"Impressive Tool"

5/5

What do you like best about Elasticsearch?

I use Elastic on a daily basis, and the visualization and log exploration features are very enjoyable and user-friendly once you get to know the solution. Fleet allows for a simple way to add agents, even in offline implementations, and the documentation in this context is very good. Elastic SIEM is also pleasant to use, but it’s important to keep in mind the retention of Elastic events and processes, as they can take up a lot of storage. The support is very good, although the AI chat is not always useful since it can sometimes point to outdated articles. Review collected by and hosted on G2.com.

What do you dislike about Elasticsearch?

Overall, I’m very satisfied with Elastic, but the biggest downside for me is the documentation. It’s often unclear or incomplete, especially when it comes to Elastic Agent and all the integrations. This makes setup and troubleshooting more complicated than it should be. One of the challenges I faced is with log parsing in the TCP custom input integration. The documentation is not very clear, and it’s not always obvious which preprocessors can be used or how to configure them properly. Of course, I should be using pipelines, but since Elastic provides such a solution, it should be properly documented. Sometimes even when debugging pipelines, not everything is clear or easy to understand. Review collected by and hosted on G2.com.

What problems is Elasticsearch solving and how is that benefiting you?

It centralizes and indexes logs from multiple sources, allowing fast and efficient searching and analysis. It helps monitor services, quickly detect errors or anomalies, and speeds up troubleshooting, saving time and improving overall system reliability. Review collected by and hosted on G2.com.

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Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller

MA

Madhusri A.

Senior Application Support Engineer

Enterprise (\> 1000 emp.)

9/22/2025

"Review of Elastic"

4.5/5

What do you like best about Elasticsearch?

APM feature, I like the APM feature in Elastic which helps to identify the endpoints failing or services which were not healthy at any point of time. The way it shows the failure transaction, latency throughput and mapping with services is useful in my daily works. The dependencies feature is great addon to identify what other services are being affected due to the issue. Review collected by and hosted on G2.com.

What do you dislike about Elasticsearch?

Searching for aged logs. In one of our clusters, it is hard for us to get the aged logs when we search with any pattern. Don't think this is fully due to Elastic it has more to do with our logs and tier configuration too. Also getting the logs and metrics of database server is something I feel hard. Review collected by and hosted on G2.com.

What problems is Elasticsearch solving and how is that benefiting you?

Solving unexpected Major outages. Elastic helped us to identify the outages before customer is impacted with APM metrics, error alerts, Machine learning jobs. With the alerts and monitoring, we are able to notice the behavior early and fix the issues. Due to fill log ingestion in elastic, it is helpful in even single customer issue analysis. The tracing of the logs is beneficial. Review collected by and hosted on G2.com.

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Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller

 ![Verified User in Higher Education](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Higher Education")
AH

Verified User in Higher Education

Enterprise (\> 1000 emp.)

12/7/2025

"High-Performance, Flexible Search with Powerful Cloud Features"

4/5

What do you like best about Elasticsearch?

Elasticsearch is a mature product with high levels of performance and is very flexible. Able to be tuned for accurate lexical search but also supports semantic search. The Cloud Hosted option helps to abstract away much of the infrastructure management and also has an AutoOps feature to help identify issues with indexing or searching. Working closely with their knowledgeable product team helped to ease the implementation of our solution. Review collected by and hosted on G2.com.

What do you dislike about Elasticsearch?

It is very API-centric and although the Kibana interface continues to improve and add management features, if the end-users are not very technical, they will need support with some of the management activities. Also, if you need to use the Elasticsearch web crawlers for indexing web pages, version 9 moves away from the Elastic-hosted crawlers so you will need to run the Open Crawler on your own infrastructure. Review collected by and hosted on G2.com.

What problems is Elasticsearch solving and how is that benefiting you?

Elasticsearch is helping to improve our Enterprise search both in relevancy and performance when compared to our previous solution. It also moves us into a direction of semantic and AI experiences. Review collected by and hosted on G2.com.

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Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller

 ![Aditya R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Aditya R.")
AR

Aditya R.

Sofware Development Engineer

Mid-Market (51-1000 emp.)

9/11/2025

"Fast and reliable search engine with excellent scalability"

5/5

What do you like best about Elasticsearch?

Elasticsearch provides extremely fast and powerful search capabilities, even on very large datasets. I like how flexible it is with indexing and querying structured as well as unstructured data. Its ability to handle full-text search, filtering, and aggregations makes it ideal for analytics and real-time monitoring. Integration with Kibana adds strong visualization support, helping us easily explore trends and patterns. The distributed nature of Elasticsearch ensures scalability, making it suitable for high-volume production systems. It is also very easy to integrate with different applications and data pipelines, which makes adoption smooth across teams. Implementation is straightforward, with clear documentation and community support that reduces the learning curve. Customer support is also excellent. In my organization, we use it very frequently as all the logs, service traces, and errors are centralized in Elasticsearch for debugging and monitoring. Review collected by and hosted on G2.com.

What do you dislike about Elasticsearch?

While Elasticsearch is powerful, it can be resource-intensive and requires careful configuration to avoid performance bottlenecks. Setting up clusters and managing shard allocation can sometimes be tricky for beginners. Query syntax, while flexible, can feel complex for new users. Also, as the data size grows, managing indexes and optimizing queries requires ongoing effort. Review collected by and hosted on G2.com.

What problems is Elasticsearch solving and how is that benefiting you?

In my organization, we use Elasticsearch along with Kibana to centralize and analyze application logs, API traces, and service dependencies. It helps us monitor system health through dashboards that track latency, 4xx/5xx errors, and performance metrics in real time. This setup makes troubleshooting much faster and improves observability across services. The ability to visualize data directly in Kibana allows our teams to detect issues proactively, optimize performance, and ensure smooth customer experiences. We also rely on Elasticsearch’s alerting features to get notified of anomalies or spikes, which reduces downtime and supports faster incident resolution. Its scalability ensures that as our traffic and data volume grow, our monitoring remains efficient without performance degradation. Overall, Elasticsearch with Kibana has become a critical part of our monitoring and observability stack. Review collected by and hosted on G2.com.

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Current UserValidated ReviewerSource: Organic

RG

Rajeev G.

Associate Consultant

Enterprise (\> 1000 emp.)

2/19/2026

"Fast, Scalable Elasticsearch for Quick Log Analysis"

5/5

What do you like best about Elasticsearch?

From our use, Elasticsearch is fast, scalable and provides quick results for querying which makes it very useful for any log analysis Review collected by and hosted on G2.com.

What do you dislike about Elasticsearch?

Operational cost is increasing

Shard allocation and indexing can be made easier to configure Review collected by and hosted on G2.com.

What problems is Elasticsearch solving and how is that benefiting you?

We use ELK for log parsing, and with it its ability to respond quickly to queries helps us identify issues and get clues about what’s going wrong much faster. Review collected by and hosted on G2.com.

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Current UserValidated ReviewerSource: Organic

 ![Verified User in Banking](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Banking")
CB

Verified User in Banking

Small-Business (50 or fewer emp.)

4/15/2026

"End-to-End Coverage from Ingestion to Observability, ML, SIEM/XDR, and Reporting"

5/5

What do you like best about Elasticsearch?

Everything from handling ingestion to observability + ML + SIEM +XDR + reporting Review collected by and hosted on G2.com.

What do you dislike about Elasticsearch?

it is good and bad in the same time , it is hard to follow all new features at time.

plus if more concret application is added o doc this would be great for better understanding of functialities Review collected by and hosted on G2.com.

What problems is Elasticsearch solving and how is that benefiting you?

Log & Metric managemnt across Observability/SIEM this is giving the user a clear view on what is going on Review collected by and hosted on G2.com.

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Current UserValidated ReviewerIncentivizedSource: Seller invite

 ![sunil k.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "sunil k.")
SK

sunil k.

platform engineer

Mid-Market (51-1000 emp.)

9/23/2025

"great experience"

5/5

What do you like best about Elasticsearch?

I like best how Elasticsearch handles large amounts of data in a scalable and efficient manner, making it easier to manage and scale as my data grows. Additionally, the extensive community support and integration with other tools make it a valuable addition to my data processing workflow. Review collected by and hosted on G2.com.

What do you dislike about Elasticsearch?

While I appreciate the many benefits Elasticsearch provides, some drawbacks include the steep learning curve, potential complexity in management and maintenance, and the risk of performance overhead. Additionally, ensuring security configurations and managing data consistency issues are crucial to avoiding potential data loss or corruption. Review collected by and hosted on G2.com.

What problems is Elasticsearch solving and how is that benefiting you?

Elasticsearch is addressing my organization's problems with inefficient data searching, complex analysis, and security issues. By providing a scalable, secure, and efficient infrastructure for data processing and search, Elasticsearch has significantly improved our productivity, decision-making capacity, and overall competitiveness Review collected by and hosted on G2.com.

Show More

Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller

## Pricing Options

Pricing provided by Elasticsearch.

### Elastic Cloud Serverless

Pay As You Go

Per Month

### Elasticsearch Self-managed

Contact Us

### Elastic Cloud Hosted

Starting at $99.00

Per Month

[
View More Pricing Information
](https://www.g2.com/products/elastic-elasticsearch/pricing)

Elasticsearch Comparisons

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Algolia

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Elasticsearch

4.2/5(92)

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##### 
##### Elasticsearch Features

Compatibility

Federated Search

File Types

Global Language Support

Search Queries

Typo Tolerance

Faceted Search

Synonyms

Functionality

Personalization

Search Analytics

Integrations

Data Management

Data Model

Built - In Search

[
View More Features
](https://www.g2.com/products/elastic-elasticsearch/features)

## Top-Rated Alternatives

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[

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4.6/5(775)

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##### 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)

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[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)

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