Amazon OpenSearch Service vs Graylog comparison

Amazon OpenSearch Service

Read 21 Graylog reviews

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8,433 Comparison Views

95% willing to recommend

Comparison Buyer's Guide

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Executive SummaryUpdated on Oct 9, 2024

Graylog and Amazon OpenSearch Service both compete in the log management and analytics platform category. Graylog holds an advantage in cost-effectiveness and ease of use, while Amazon OpenSearch Service excels in scalability and integration, appealing to large-scale deployments.

Features: Graylog is recognized for its efficient search capabilities, custom dashboard options, and ease of use. Amazon OpenSearch Service stands out with advanced analytics, seamless integration with AWS, and scalability.

Room for Improvement: Graylog needs to improve scalability, documentation, and support for larger environments. Amazon OpenSearch Service requires enhancements in ease of configuration, resource consumption, and simplifying the configuration process.

Ease of Deployment and Customer Service: Graylog offers straightforward deployment with responsive customer service, making implementation easy. Amazon OpenSearch Service provides flexible deployment options but has mixed feedback on customer support responsiveness, with a focus on deployment scalability.

Pricing and ROI: Graylog is cost-effective, offering positive ROI feedback and attracting budget-conscious users. Amazon OpenSearch Service is perceived as pricier, justified by its rich feature environment, and favored by users who value AWS integration.

To learn more, read our detailed Amazon OpenSearch Service vs. Graylog Report (Updated: April 2025).

Amazon OpenSearch Service vs. Graylog

April 2025

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Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

Amazon OpenSearch Service

Ranking in Log Management

20th

Average Rating

7.8

Reviews Sentiment

7.5

Number of Reviews

Ranking in other categories

Application Performance Monitoring (APM) and Observability (21st)

Graylog

Ranking in Log Management

15th

Average Rating

8.0

Reviews Sentiment

7.2

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of May 2025, in the Log Management category, the mindshare of Amazon OpenSearch Service is 2.5%, up from 0.1% compared to the previous year. The mindshare of Graylog is 6.7%, up from 5.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Log Management

Featured Reviews

VijayKumar27

Software Engineer at The American College

Effective as a vector store, serverless architecture but there aren't enough security features

The pricing aspect is a concern. The service is way too costly. For the past month, I used only 30 to 40 MB of data, and the cost was $500. AWS could improve pricing. Even being serverless, it incurs charges during idle times. For just holding data, you need to create a list. AWS should add an option to make data idle, so it won't include computing charges. They charge for OCU units based on the time the serverless solution is up, not on indexing or retrieval speed. Once the service starts, it starts getting billed. It would help if there were an option to limit computing. When using it as a database, storing data without frequent fetching would save computing costs.

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Ivan Kokalovic

DevOps Engineer at Proton Technologies

Facilitates backend service monitoring with efficient log retrieval and API flexibility

Graylog is valuable because it bridges technical knowledge to non-technical teams, presenting complex backend processes in a simple timeline. It boosts the knowledge of sales and customer support teams by allowing them to see the backend operations without needing to read the code. Its API is flexible for visualization, and its powerful search engine efficiently handles large volumes of log data. Moreover, its stability, fast search capabilities, and compatibility with languages like ANSI SQL enhance its utility in IT infrastructure.

Read full review

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"The business analytics capabilities are the most important feature it provides."

"Amazon OpenSearch Service has enhanced our organization's ability to store and search large amounts of data efficiently."

"The customer service is excellent, rated nine out of ten."

"Amazon OpenSearch Service provides a managed database solution, so we don't need to manage everything ourselves."

"I would definitely recommend Amazon OpenSearch Service to other professionals due to its fast and reliable search capabilities."

"This service already sorts data like vectors. They have classified the storage pre-defined."

"We retrieve historical data with just a click of a button to move it from cold to hot or warm because it's already stored in the backend storage"

"Graylog's search functionality, alerting functionality, user management, and dashboards are useful."

"The product is scalable. The solution is stable."

"The ability to write custom alerts is key to information security and compliance."

"We have scaled from a single machine installation (a VM with a Graylog + ES + MongoDB) to (2 Graylog + 2 ES + 3 MongoDB). This was done smoothly with a minimal impact on logging."

"Open source and user friendly."

"UDP is a fast and lightweight protocol, perfect for sending large volumes of logs with minimal overhead."

"We run a containerized microservices environment. Being able to set up streams and search for errors and anomalies across hundreds of containers is why a log aggregation platform like Graylog is valuable to us."

"This had increased productivity for the dev and support teams, because we are directly notifying them."

More Graylog pros

Cons

"They can enhance data visualization."

"It would be beneficial to have some level of customization available in the managed service, tailored to the specific use cases of the end users."

"One improvement I would like to see is support for auto-scaling."

"The price is fair yet leans towards the expensive side. I'd rate it five out of ten with respect to capabilities vs. cost."

"We faced documentation challenges during integration after migrating from Elasticsearch to Amazon OpenSearch Service. Better documentation on integration, query handling, and a more user-friendly UI could enhance the product."

"The pricing aspect is a concern. The service is way too costly. For the past month, I used only 30 to 40 MB of data, and the cost was $500. AWS could improve pricing."

"There should be some user groups and an auto sign-in feature."

"More customization is always useful."

"The area in Graylog that needs to be improved or enhanced would be the integrations."

"The infrastructure cost is the main issue. I like the rest. If the infrastructure costs could be lower, it would be fantastic."

"Lacks sufficient documentation."

"The biggest problem is the collector application, as we wanted to avoid using Graylog Collector Sidecar due to its architecture."

"It would be great if Graylog could provide a better Python package in order to make it easier to use for the Python community."

"More complex visualizations and the ability to execute custom Elasticsearch queries would be great."

More Graylog cons

Pricing and Cost Advice

Information not available

"We're using the Community edition."

"You get a lot out-of-the-box with the non-enterprise version, so give it a try first."

"It's an open-source solution that can be used free of charge."

"I am using a community edition. I have not looked at the enterprise offering from Graylog."

"We are using the free version of the product. However, the paid version is expensive."

"There is an open source version and an enterprise version. I wouldn't recommend the enterprise version, but as an open source solution, it is solid and works really well."

"Graylog is a free open-source solution. The free version has a capacity limitation of 2 GB daily, if you want to go above this you have to purchase a license."

"It's open source and free. They have a paid version, but we never looked into that because we never needed the features of the paid version."

More Graylog pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

15%

Computer Software Company

14%

Manufacturing Company

Government

Computer Software Company

18%

Comms Service Provider

10%

Educational Organization

Government

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

Questions from the Community

What do you like most about Amazon OpenSearch Service?

We retrieve historical data with just a click of a button to move it from cold to hot or warm because it's already stored in the backend storage

What is your experience regarding pricing and costs for Amazon OpenSearch Service?

Amazon OpenSearch Service is a bit costly compared to self-hosted Elasticsearch due to the managed service pricing.

What needs improvement with Amazon OpenSearch Service?

I did not delve deeply into Amazon OpenSearch Service, so I am unable to suggest specific improvements. However, we faced documentation challenges during integration after migrating from Elasticsea...

What do you like most about Graylog?

The product is scalable. The solution is stable.

What is your experience regarding pricing and costs for Graylog?

I am not familiar with the pricing details of Graylog, as I was not responsible for that aspect. It was determined that we didn't need an enterprise plan, which is more suited for clients with less...

What needs improvement with Graylog?

An improvement I would suggest is in Graylog's user interface, such as allowing for font size adjustments. A potential enhancement could be the integration with Ollama to run large language models ...

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Product Reports

Amazon OpenSearch Service

May 2025

Download Amazon OpenSearch Service product report

Download Graylog product report

May 2025

Also Known As

No data available

Graylog2

Overview

Amazon OpenSearch Service is often used for log analysis, real-time application monitoring, and searching large datasets. Users benefit from its scalability, ease of use, and AWS integration, appreciating its capability to handle high data volumes while providing efficient search functionalities.

Many users choose Amazon OpenSearch Service for its powerful search and indexing capabilities, real-time analytics, and strong integration with AWS services. Key highlights include minimal downtime, detailed documentation, and efficient data processing. Scalability and automatic scaling are standout features, enabling users to manage high data volumes seamlessly. However, there is a call for improved integration, enhanced stability, and better support. Some users find the setup and configuration process challenging and desire more customization options for security features.

What are the key features of Amazon OpenSearch Service?

Scalability: Automatically scales to accommodate data growth and workload fluctuations.
Real-Time Analytics: Provides up-to-date insights and monitoring for applications.
Integration with AWS: Easily integrates with other AWS services, enhancing workflows.
Powerful Search Capabilities: Fast and efficient search and indexing functionalities.
Detailed Documentation: Comprehensive guides and resources to assist users.
Security Features: Flexible security options to protect data and manage access.

What benefits should users look for in reviews?

Efficiency: Quick data processing and minimal downtime.
Scalability: Ability to handle increasing data volumes without manual intervention.
Ease of Use: User-friendly interface and management tools.
Reliability: Consistent performance with robust support for data management workflows.
Integration: Seamless integration with existing AWS services and infrastructure.

In industries such as finance, healthcare, and e-commerce, Amazon OpenSearch Service is implemented to manage and analyze large datasets in real time. Companies benefit from its ability to monitor application performance, analyze log data, and enhance search functionalities, leading to improved operational efficiency and decision-making processes.

Amazon Web Services (AWS)

Graylog is purpose-built to deliver the best log collection, storage, enrichment, and analysis. Graylog is:

Considerably faster analysis speeds.
More robust and easier-to-use analysis platform.
Simpler administration and infrastructure management.
Lower cost than alternatives.
Full-scale customer service.
No expensive training or tool experts required.

Sample Customers

Information Not Available

Blue Cross Blue Shield, eBay, Cisco, LinkedIn, SAP, King.com, Twilio, Deutsche Presse-Agentur