--- 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)

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VS

Venkat S.

Senior DevOps Engineer

Enterprise (\> 1000 emp.)

4/15/2026

"Best-in-Class Scalability for Centralized Metrics and Logs"

4.5/5

What do you like best about Elasticsearch?

Best and scalable am using at central cluster which pipes the metrics and logs from several other clusters Review collected by and hosted on G2.com.

What do you dislike about Elasticsearch?

shards /documents runs out of limit more often Review collected by and hosted on G2.com.

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

Best tracability and logging Review collected by and hosted on G2.com.

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Current UserValidated ReviewerIncentivizedSource: Seller invite

KK

Karan K.

Senior data analyst

Small-Business (50 or fewer emp.)

9/24/2025

"My Experience with Elasticsearch"

4.5/5

What do you like best about Elasticsearch?

Elasticsearch is awesome for fast and flexible search. It’s great at handling huge amounts of data and giving near-instant results. You can search, filter, and analyze text, numbers, logs pretty much anything. It’s super helpful for building search engines, monitoring systems, and real-time dashboards. Speed, scalability, and powerful full-text search. Review collected by and hosted on G2.com.

What do you dislike about Elasticsearch?

Elasticsearch is powerful but not always easy. It can throw errors that are hard to trace, especially with complex queries. Setup and scaling take effort, it uses a lot of resources, and security features are limited unless you pay. Review collected by and hosted on G2.com.

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

Elasticsearch helps spot errors and inaccurate X-ray details quickly. It makes it easy to track which technologist used single, double, or triple exposures. The data is searchable and organized, so issues and patterns are easier to find and fix. Review collected by and hosted on G2.com.

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Current UserValidated ReviewerSource: Organic

 ![Ziv K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ziv K.")
ZK

Ziv K.

Head of engineering

Small-Business (50 or fewer emp.)

12/20/2025

"Effortless Integration and Powerful Text Search"

4.5/5

What do you like best about Elasticsearch?

What stands out to me is how easy it is to integrate, along with its impressive capabilities for text search. Additionally, I appreciate the flexibility it offers when it comes to working with the schema. Review collected by and hosted on G2.com.

What do you dislike about Elasticsearch?

This isn't always the primary database, so running two databases in production can be a hassle, especially when it comes to keeping them in sync. Review collected by and hosted on G2.com.

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

The text search feature is quite complex, but integrating it with an agent skill is straightforward. Review collected by and hosted on G2.com.

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Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller

 ![Rajesh G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Rajesh G.")
RG

Rajesh G.

Sr. EVP, Group Chief Information Officer, Head of Operations, Service Delivery &amp; CISO function

Enterprise (\> 1000 emp.)

9/25/2025

"Unlocking the Power of Data with Fast Search and Analytics"

5/5

What do you like best about Elasticsearch?

1. Near real-time search

2. Hugh Scalability

3. In our scenario, it helps us to centralize logs and metrics from different systems into one searchable platform, helping our IT ops and security teams troubleshoot issues quickly.

4. It supports full-text search, filters, geospatial queries, and many more, all in the same engine. Review collected by and hosted on G2.com.

What do you dislike about Elasticsearch?

1. High resource usage - It is high CPU and memory hungry product.

2. It is quite expensive and complex to manage at scale Review collected by and hosted on G2.com.

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

1. It collects logs, metrics, and traces from apps, servers, firewalls, etc. into one platform.

2. It provides real-Time Analytics

3. Root cause analysis in minutes, doesn't take hours/days.

4. Centralized SIEM-like function for threat visibility.

5. Can handle increasing data from Yotta’s hyperscale environment.

6. Elasticsearch turns raw data into actionable insights in real-time — helping us run, secure, and scale our datacenter operations with speed and confidence Review collected by and hosted on G2.com.

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10/8/2025
Validated ReviewerIncentivizedSource: G2 invite on behalf of seller

 ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services")
CI

Verified User in Information Technology and Services

Enterprise (\> 1000 emp.)

9/23/2025

"Scalable, Reliable, and Insightful Platform for Search and Observability"

5/5

What do you like best about Elasticsearch?

As a Lead Solutions Architect, I've worked extensively with Elastic over the past few years, and it has become a cornerstone of our infrastructure. From log aggregation to real-time analytics and observability, Elastic consistently delivers high performance and flexibility.

We use Elasticsearch to power dashboards that process large volumes of data from various sources, including MySQL and Elastic Search itself. The ability to create custom indexes, mappings, and use REST APIs like Bulk and Multi Get has made our data ingestion and retrieval seamless. The platform’s support for metrics and aggregations has helped us build meaningful visualizations and improve operational decision-making.

Elastic’s integration with cloud platforms like Azure and AWS has been smooth. We've deployed Elastic Stack in production environments and leveraged its capabilities for distributed search, logging via Logstash, and visualization through Kibana. The training materials and internal documentation have been instrumental in onboarding new team members and scaling our usage.

What stands out most is Elastic’s commitment to innovation. Their recent push into Search AI and generative AI-powered applications, as highlighted in Elastic{ON} events , shows they’re not just keeping up—they’re leading.

Pros:

Powerful search capabilities with support for vector and semantic search

Scalable architecture for large datasets

Seamless integration with cloud and container platforms

Excellent visualization tools via Kibana

Strong community and documentation

Cons:

Initial setup and tuning can be complex for new users

Licensing and pricing models could be more transparent Review collected by and hosted on G2.com.

What do you dislike about Elasticsearch?

Cons:

Initial setup and tuning can be complex for new users

Licensing and pricing models could be more transparent Review collected by and hosted on G2.com.

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

Faster Incident Response

You can quickly search logs and metrics to identify and resolve issues—minimizing downtime and improving MTTR (Mean Time to Recovery) .

Enhanced System Reliability

By leveraging Elasticsearch’s real-time capabilities and redundancy planning, you ensure that services remain available and performant even under stress .

Cost-Efficient Operations

Tools like LogsDB and Elastic Cloud Serverless reduce operational overhead and hidden costs, allowing you to store more data affordably while maintaining visibility.

Smarter Automation

Elasticsearch integrates well with automation pipelines (e.g., Logstash, Kibana), enabling you to automate routine tasks like log parsing, alerting, and dashboard generation.

Future-Proofing with AI

Elastic’s innovations in Search AI and GenAI observability empower you to monitor and optimize AI workloads, which is increasingly relevant in modern SRE practices. Review collected by and hosted on G2.com.

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Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller

 ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services")
AI

Verified User in Information Technology and Services

Mid-Market (51-1000 emp.)

9/23/2025

"Elastic gives you freedoms to create the solution you need"

5/5

What do you like best about Elasticsearch?

Elastic has a great community and support that can be talked to and used in order to create and implement solutions. their are a plethera of prebuilt features in the platform such as the security solution that you can leverage and integrate with other platforms in order to create the solution that you need. I am in elastic every day and am able to create and monitor the solutions i need easily in order to perform my job. Review collected by and hosted on G2.com.

What do you dislike about Elasticsearch?

With Elastic their are many features and some of which start to feel the same but with a different spin. due to the pure amount of features sometimes it appears that something isnt possible but it is you just used the wrong method at the start and now have to go back and change some items around in ingest as an example in order to make it possible. Theirs no 1 way of doing things which sometimes makes it complicated as you know it may be able to be done but you just didnt pick the correct method. Review collected by and hosted on G2.com.

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

Elastic is making it easy to search documents and find the information you are looking for. With elasticsearch i am able to search for my documents and find them really easily as well as in a very quick manner. Elastic makes it easy to find data. Elastic also has a good amount of security audit logs that can be used in order to track what is occuring within the instance and monitor to ensure everything is working as intended. Review collected by and hosted on G2.com.

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Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller

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

Verified User in Computer Software

Small-Business (50 or fewer emp.)

9/23/2025

"Evaluation of Elasticsearch Efficiency Across Use Cases"

4.5/5

What do you like best about Elasticsearch?

The best thing I like about Elasticsearch is that its not limited to 1 or 2 features. I have been using ELK for implementing different use cases like the diverse search options like advanced relevance ranking, fuzzy search, autocomplete, and complex aggregations, analytics, monitoring.

The horizontal scaling feature eases the upgrade as data grows and query demands increase. Data ingestion, search queries, and cluster management can all be done via simple JSON-based API calls. Creating dashboards in Kibana can be quickly learnt and offers great insights on the metrics. It also much easier to connect using different languages with the official or community client libraries available.

We are also using Elasticsearch for real-time querying of logs and metrics for which ingestion is happening 24/7 and the dashboards are being monitored.

With the new AI features I see the use cases will continue to grow. Review collected by and hosted on G2.com.

What do you dislike about Elasticsearch?

The one thing I dislike is sometimes the data is inconsistent and finding the reason for that is real pain because at one point it works perfectly fine and then shows incorrect data. One more thing I find confusing is the errors that are displayed when something goes wrong. The errors are not that insightful in some cases which leads to more time correcting them. Review collected by and hosted on G2.com.

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

We are storing Cloud based customer support data in Elasticsearch which is really huge and we have implemented real-time monitoring on top of it. It includes multiple complex dashboards and search options available to help the business person in monitoring and growing the business. Review collected by and hosted on G2.com.

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Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller

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

Verified User in Internet

Mid-Market (51-1000 emp.)

2/10/2026

"Easy to Use, Seamless GCP Integration with Zero Issues"

5/5

What do you like best about Elasticsearch?

The platform is very easy to use and very easy to integrate with GCP. We were able to get it to work directly in our tool with 0 issues. Review collected by and hosted on G2.com.

What do you dislike about Elasticsearch?

Expensive to scale. We have a lot of data we use to search and elastic just costs a lot so we need to set up lifecycle management Review collected by and hosted on G2.com.

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

search and full text lookup. We are in ecomm and customers need to look through products Review collected by and hosted on G2.com.

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Current UserValidated ReviewerIncentivizedSource: Seller invite

 ![Verified User in Gambling & Casinos](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Gambling & Casinos")
AG

Verified User in Gambling & Casinos

Enterprise (\> 1000 emp.)

2/12/2026

"Real-Time Bet Monitoring That Helps Us Improve Before It Happens"

4.5/5

What do you like best about Elasticsearch?

It helps us monitor bets in real time, and we can even see where we need to improve before it happens. Review collected by and hosted on G2.com.

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’t have clear visibility into that process. Review collected by and hosted on G2.com.

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

It provides operators with real-time logs and supports the compliance team in meeting regulatory requirements. Review collected by and hosted on G2.com.

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Current UserValidated ReviewerSource: Organic

DM

Deepthi M.

Operations and Observability engineer

Enterprise (\> 1000 emp.)

9/22/2025

"Elasticsearch: A Powerhouse for Search, but a Beast to Tame"

4.5/5

What do you like best about Elasticsearch?

Fast full text search and real-time capabilities

Scalable architecture

Versatile integrations

Flexible

Support Review collected by and hosted on G2.com.

What do you dislike about Elasticsearch?

Complexity in setup

Using OTEL

Licensing and vendor lock-in

Searching Large logs

Can't select log text and add it for quick search. (double click and add feature)

Doesn't distribute data evenly across the nodes. Thereby increasing costs when auto-scaled at this scale

Auto-scaling not working properly Review collected by and hosted on G2.com.

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

real-time analytics and Visibility of the systems through dashboards

Quick searches with unstructured data

Proactive monitoring thereby reducing MTTR benefiting business with reduced downtime

Scalable and reliable - 0% downtime

AI features - still exploring but so far impressive

ML features - 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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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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Coveo

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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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