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Google Cloud's operations suite (formerly Stackdriver) vs Graylog comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Oct 9, 2024

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

Google Cloud's operations s...
Ranking in Log Management
29th
Average Rating
8.0
Reviews Sentiment
7.0
Number of Reviews
10
Ranking in other categories
Application Performance Monitoring (APM) and Observability (26th), Cloud Monitoring Software (23rd)
Graylog
Ranking in Log Management
16th
Average Rating
8.0
Reviews Sentiment
6.9
Number of Reviews
20
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of May 2025, in the Log Management category, the mindshare of Google Cloud's operations suite (formerly Stackdriver) is 0.6%, down from 0.9% 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

Anand_Patel - PeerSpot reviewer
Offers reliable Ops Agent and logging transport feature with easy third-party integrations
As part of our company, we implemented several changes in our log analytics pattern, including the storage and procurement process. Earlier, before implementing the solution, our company was able to procure only one year of data, but later, we came to the three-year mark. Around 15-20% reduction has been witnessed in the total analytic consumption of our company. The aforementioned result was possible because the solution allowed the creation of a dashboard where factors like storage costs, proportion of logs, and logs presence in a storage bucket or BigQuery can all be checked. Earlier all logs were stored in a raw storage, but currently our company is able to move logs in table bucket that contributes towards cost savings.
Ivan Kokalovic - PeerSpot reviewer
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.

Quotes from Members

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

Pros

"I like the monitoring feature."
"Google's technical support is very good."
"Offers a valuable logging transport feature"
"The most valuable feature is the multi-cloud integration, where there is support for both GCP and AWS."
"The features that I have found most valuable are its graphs - if I need any statistics, in Kubernetes or Kong level or VPN level, I can quickly get the reports."
"The cloud login enables us to get our logs from the different platforms that we currently use."
"It's easy to use."
"Our company has a corporate account for Google Cloud and so our systems and clusters integrate really well."
"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."
"What I like about Graylog is that it's real-time and you have access to the raw data. So, you ingest it, and you have access to every message and every data item you ingest. You can then build analytics on top of that. You can look at the raw data, and you can do some volumetric estimations, such as how big traffic you have, how many messages of data of a type you have, etc."
"I like the correlation and the alerting."
"It has data adapters and lookup tables that utilize HTTP calls to APIs."
"This had increased productivity for the dev and support teams, because we are directly notifying them."
"Graylog's search functionality, alerting functionality, user management, and dashboards are useful."
"Graylog is valuable because it bridges technical knowledge to non-technical teams, presenting complex backend processes in a simple timeline."
"Graylog is very handy."
 

Cons

"The process of logging analytics can be improved"
"While we are satisfied with the overall performance, in certain cases we must add additional metrics and additional tools like Grafana and Dynatrace."
"It is difficult to estimate in advance how much something is going to cost."
"This solution could be improved if it offered the ability to analyze charts, such as a solution like Kibana."
"The logging functionality could be better."
"Lacking sufficient operations documentation."
"The product provides minimal metrics that are insufficient."
"It could be more stable."
"Since container orchestration systems are popular and Graylog fits the niche well, perhaps they could officially support running in docker containers on Kubernetes as a StatefulSet as a use case. That way, the declarative nature of Kubernetes config files would document their best case deployment scenario-"
"Elasticsearch recommendations for tuning could be better. Graylog doesn't have direct support for running the system inside of Kubernetes, so it can be challenging to fill in the gaps and set up containers in a way that is both performant and stable."
"It would be great if Graylog could provide a better Python package in order to make it easier to use for the Python community."
"I hope to see improvements in Graylog for more interactivity, user-friendliness, and creating alerts. The initial setup is complex."
"Its scalability gets complicated when we have to update or edit multiple nodes."
"I would like to see a default dashboard widget that shows the topology of the clusters defined for the graylog install."
"Graylog can improve the index rotation as it's quite a complex solution."
"I would like to see some kind of visualization included in Graylog."
 

Pricing and Cost Advice

"We have a basic standard license without any additional costs."
"The cost of using Stackdriver depends on usage."
"The cost could be lower."
"Having paid official support is wise for projects."
"We're using the Community edition."
"We are using the free version of the product. However, the paid version is expensive."
"I use the free version of Graylog."
"It's an open-source solution that can be used free of charge."
"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."
"Consider Enterprise support if you have atypical needs or setup requirements.​"
"​You get a lot out-of-the-box with the non-enterprise version, so give it a try first."
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Top Industries

By visitors reading reviews
Financial Services Firm
20%
Computer Software Company
13%
Manufacturing Company
7%
Retailer
6%
Computer Software Company
18%
Comms Service Provider
10%
Government
7%
Educational Organization
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

What needs improvement with Google Stackdriver?
If the errors are caught early in the interface, it would be easier for users to manage. The process of logging analytics can be improved.
What is your primary use case for Google Stackdriver?
I use the solution for logging, defining alerts, and monitoring. Our company's Java and Python logging teams mainly use it.
What advice do you have for others considering Google Stackdriver?
The Ops Agent and logging transport feature of the solution have had a major impact on improving application performance. The solution also allows the transport of logs into log buckets, which is h...
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?
We are using the free version of the product. However, the paid version is expensive.
What needs improvement with Graylog?
When it comes to configuring the processing pipeline, writing the rules can be very tedious, especially since the documentation isn't extensive on how the functions provided for these rules work. P...
 

Also Known As

Google Stackdriver, Stackdriver Monitoring, Stackdriver Logging, Google Cloud Monitoring
Graylog2
 

Overview

 

Sample Customers

Uber, Batterii, Q42, Dovetail Games
Blue Cross Blue Shield, eBay, Cisco, LinkedIn, SAP, King.com, Twilio, Deutsche Presse-Agentur
Find out what your peers are saying about Google Cloud's operations suite (formerly Stackdriver) vs. Graylog and other solutions. Updated: April 2025.
849,963 professionals have used our research since 2012.