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

 

Comparison Buyer's Guide

Executive SummaryUpdated on Oct 9, 2024
 

Categories and Ranking

Google Cloud's operations s...
Ranking in Log Management
24th
Average Rating
8.0
Number of Reviews
10
Ranking in other categories
Application Performance Monitoring (APM) and Observability (22nd), Cloud Monitoring Software (21st)
Graylog
Ranking in Log Management
17th
Average Rating
8.0
Number of Reviews
18
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of November 2024, in the Log Management category, the mindshare of Google Cloud's operations suite (formerly Stackdriver) is 0.7%, down from 1.0% compared to the previous year. The mindshare of Graylog is 6.4%, up from 5.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Log Management
 

Featured Reviews

Anand_Patel - PeerSpot reviewer
May 17, 2024
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.
Peter Malaty - PeerSpot reviewer
Sep 30, 2022
I can create pipelines, charts, and data maps anyway I like, but the solution needs a better live logging display and improved authentication
Graylog needs to improve their authentication. Their AD integration is really bad. When it comes to ACL's, access control lists, where you want to have different group memberships and control who gets access to what, it really could use major improvements. It seems like a beta authentication version that they came up with in a hurry and said, "Hey guys, we've got something going for you. Use it until we think of something later on." I believe their enterprise version has improved some of these features, but I use the open source version. The second thing would be the way they handle live logging. The fact that Graylog displays logs from the top down is just ridiculous. I've never seen anything that logs this way except for Graylog. I believe this is an issue because they have the selector going in that direction, so it would make sense that they have to implement it that way, but it's definitely not cool. When you're looking at Graylog's live logging, whether it's doing a one-second or five-second pull, you'll notice that new log lines are placed at the top of the screen, not the bottom of the screen. I find this ridiculous because normally when you're looking at logs anywhere, on Linux, even in Windows, you're going to see that the logs are generated at the bottom. That's one thing that Graylog definitely needs to improve. Graylog also needs to invest some time to improve the performance and how they handle the maintenance of Elasticsearch. An added feature I would like to see is the capacity to delegate most of the backend maintenance to the frontend UI. When you have somebody from the service desk working on the solution or somebody who's not a technical person, they could run some of the maintenance stuff directly from the UI. Another thing is something that I saw in LogDNA, where you could have a color based on log regex. For example, it would color the timestamps next to the log lines orange, make the source of the log purple, and then make the actual log content black. That would be very nice to see in Graylog.

Quotes from Members

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

Pros

"Google's technical support is very good."
"Our company has a corporate account for Google Cloud and so our systems and clusters integrate really well."
"It's easy to use."
"Provides visibility into the performance uptime."
"Offers a valuable logging transport feature"
"The cloud login enables us to get our logs from the different platforms that we currently use."
"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."
"I like the monitoring feature."
"The product is scalable. The solution is stable."
"Real-time UDP/GELF logging and full text-based searching."
"Graylog's search functionality, alerting functionality, user management, and dashboards are useful."
"We're using the Community edition, but I know that it has really good dashboarding and alerts."
"The build is stable and requires little maintenance, even compared to some extremely expensive products."
"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."
"This had increased productivity for the dev and support teams, because we are directly notifying them."
"Open source and user friendly."
 

Cons

"The logging functionality could be better."
"The product provides minimal metrics that are insufficient."
"Lacking sufficient operations documentation."
"It could be more stable."
"This solution could be improved if it offered the ability to analyze charts, such as a solution like Kibana."
"If I want to track any round-trip or breakdowns of my response times, I'm not able to get it. My request goes through various levels of the Google Cloud Platform (GCP) and comes back to my client machine. Suppose that my request has taken 10 seconds overall, so if I want to break it down, to see where the delay is happening within my architecture, I am not able to find that out using Stackdriver."
"It is difficult to estimate in advance how much something is going to cost."
"The process of logging analytics can be improved"
"Over six months, I had two similar issues where searches were performed on field "messages". It exhausted all the memory of the ES node causing an ES crash and a Graylog halt."
"Graylog needs to improve their authentication. Also, the fact that Graylog displays logs from the top down is just ridiculous."
"We ran into problems with Elasticsearch throwing a circuit-breaking exception due to field data size being too large. It turned out that the heap size directly impacted this size in a high-throughput environment, causing unexplained instability in Graylog. We were able to troubleshoot on the Elasticsearch size, but we should have been able to reference some minimum requirements for Graylog to know that our settings weren't sufficient."
"It would be great if Graylog could provide a better Python package in order to make it easier to use for the Python community."
"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-"
"I hope to see improvements in Graylog for more interactivity, user-friendliness, and creating alerts. The initial setup is complex."
"With technical support, you are on your own without an enterprise license."
"Dashboards, stream alerts and parsing could be improved."
 

Pricing and Cost Advice

"We have a basic standard license without any additional costs."
"The cost could be lower."
"The cost of using Stackdriver depends on usage."
"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."
"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."
"I am using a community edition. I have not looked at the enterprise offering from Graylog."
"If you want something that works and do not have the money for Splunk or QRadar, take Graylog.​​"
"Consider Enterprise support if you have atypical needs or setup requirements.​"
"I use the free version of Graylog."
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Top Industries

By visitors reading reviews
Financial Services Firm
19%
Computer Software Company
16%
Manufacturing Company
8%
Retailer
7%
Computer Software Company
17%
Comms Service Provider
9%
Government
8%
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 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?
Since it's a free tool, I don't have much to say. Troubleshooting is important to me. The initial setup is complex. I hope to see improvements in Graylog for more interactivity, user-friendliness, ...
 

Also Known As

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

Learn More

 

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: October 2024.
814,649 professionals have used our research since 2012.