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

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Executive Summary

We performed a comparison between Google Cloud's operations suite (formerly Stackdriver) and Graylog based on real PeerSpot user reviews.

Find out in this report how the two Log Management solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.
To learn more, read our detailed Google Cloud's operations suite (formerly Stackdriver) vs. Graylog Report (Updated: April 2024).
768,740 professionals have used our research since 2012.
Featured Review
Andrey Mostovykh
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"It's easy to use.""The cloud login enables us to get our logs from the different platforms that we currently use.""I like the monitoring feature.""Our company has a corporate account for Google Cloud and so our systems and clusters integrate really well.""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.""Provides visibility into the performance uptime.""We find the solution to be stable.""Google's technical support is very good."

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"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.""The best feature of Graylog is the Elasticsearch integration. We can integrate and we can run filters, such as an event of interest, and those logs we can send to any SIEM tool or as an analytic. Additionally, there are clear and well-documented implementation instructions on their website to follow if needed.""It is used as a log manager/SIEM. It provides visibility into the infrastructure and security related events.""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.""Real-time UDP/GELF logging and full text-based searching.""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.""Storing logs in Elasticsearch means log retrieval is extremely fast, and full text search is available by default."

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Cons
"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.""The logging functionality could be better.""Lacking sufficient operations documentation.""It could be more stable.""While we are satisfied with the overall performance, in certain cases we must add additional metrics and additional tools like Grafana and Dynatrace.""The product provides minimal metrics that are insufficient.""It could be even more automated.""This solution could be improved if it offered the ability to analyze charts, such as a solution like Kibana."

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"Lacks sufficient documentation.""I would like to see a date and time in the Graylog Grok patterns so that I can save time when searching for a log. I like how the streams and the search query work, but adding a date and time will allow me to pull out a log in a milli-second.""More complex visualizations and the ability to execute custom Elasticsearch queries would be great.""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-""With technical support, you are on your own without an enterprise license.""Graylog can improve the index rotation as it's quite a complex solution.""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."

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Pricing and Cost Advice
  • "The cost of using Stackdriver depends on usage."
  • "The cost could be lower."
  • "We have a basic standard license without any additional costs."
  • More Google Cloud's operations suite (formerly Stackdriver) Pricing and Cost Advice →

  • "Having paid official support is wise for projects."
  • "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.​​"
  • "​You get a lot out-of-the-box with the non-enterprise version, so give it a try first."
  • "Consider Enterprise support if you have atypical needs or setup requirements.​"
  • "I use the free version of Graylog."
  • "It's an open-source solution that can be used free of charge."
  • "We're using the Community edition."
  • More Graylog Pricing and Cost Advice →

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    Questions from the Community
    Top Answer:It could be even more automated. For instance, the moment you deploy something, the monitoring can be there for everything. You will just have to launch or click the console in the morning, and then… more »
    Top Answer:The product is scalable. The solution is stable.
    Top Answer:We are using the free version of the product. However, the paid version is expensive.
    Top Answer: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, and… more »
    Ranking
    27th
    out of 95 in Log Management
    Views
    2,218
    Comparisons
    1,979
    Reviews
    5
    Average Words per Review
    274
    Rating
    7.8
    11th
    out of 95 in Log Management
    Views
    10,317
    Comparisons
    8,658
    Reviews
    6
    Average Words per Review
    802
    Rating
    7.3
    Comparisons
    Also Known As
    Google Stackdriver, Stackdriver Monitoring, Stackdriver Logging, Google Cloud Monitoring
    Graylog2
    Learn More
    Overview

    Real-time log management and analysis

    Cloud Logging is a fully managed service that performs at scale and can ingest application and platform log data, as well as custom log data from GKE environments, VMs, and other services inside and outside of Google Cloud. Get advanced performance, troubleshooting, security, and business insights with Log Analytics, integrating the power of BigQuery into Cloud Logging.

    Built-in metrics observability at scale

    Cloud Monitoring provides visibility into the performance, uptime, and overall health of cloud-powered applications. Collect metrics, events, and metadata from Google Cloud services, hosted uptime probes, application instrumentation, and a variety of common application components. Visualize this data on charts and dashboards and create alerts so you are notified when metrics are outside of expected ranges.

    Stand-alone managed service for running and scaling Prometheus

    Managed Service for Prometheus is a fully managed Prometheus-compatible monitoring solution, built on top of the same globally scalable data store as Cloud Monitoring. Keep your existing visualization, analysis, and alerting services, as this data can be queried with PromQL or Cloud Monitoring.

    Monitor and improve your application's performance

    Application Performance Management (APM) combines the monitoring and troubleshooting capabilities of Cloud Logging and Cloud Monitoring with Cloud Trace and Cloud Profiler to help you reduce latency and cost so you can run more efficient applications.

    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
    Uber, Batterii, Q42, Dovetail Games
    Blue Cross Blue Shield, eBay, Cisco, LinkedIn, SAP, King.com, Twilio, Deutsche Presse-Agentur
    Top Industries
    REVIEWERS
    Comms Service Provider29%
    Financial Services Firm29%
    Energy/Utilities Company14%
    Manufacturing Company14%
    VISITORS READING REVIEWS
    Financial Services Firm18%
    Computer Software Company16%
    Manufacturing Company8%
    Comms Service Provider7%
    VISITORS READING REVIEWS
    Computer Software Company16%
    Comms Service Provider11%
    Government8%
    Educational Organization7%
    Company Size
    REVIEWERS
    Small Business20%
    Midsize Enterprise10%
    Large Enterprise70%
    VISITORS READING REVIEWS
    Small Business17%
    Midsize Enterprise14%
    Large Enterprise69%
    REVIEWERS
    Small Business50%
    Midsize Enterprise7%
    Large Enterprise43%
    VISITORS READING REVIEWS
    Small Business32%
    Midsize Enterprise18%
    Large Enterprise50%
    Buyer's Guide
    Google Cloud's operations suite (formerly Stackdriver) vs. Graylog
    April 2024
    Find out what your peers are saying about Google Cloud's operations suite (formerly Stackdriver) vs. Graylog and other solutions. Updated: April 2024.
    768,740 professionals have used our research since 2012.

    Google Cloud's operations suite (formerly Stackdriver) is ranked 27th in Log Management with 9 reviews while Graylog is ranked 11th in Log Management with 18 reviews. Google Cloud's operations suite (formerly Stackdriver) is rated 7.8, while Graylog is rated 8.0. The top reviewer of Google Cloud's operations suite (formerly Stackdriver) writes "Good logging and tracing but does need more profiling capabilities". On the other hand, the top reviewer of Graylog writes "Great detailed search features and easy Java integration, but needs improvement in integration with Python". Google Cloud's operations suite (formerly Stackdriver) is most compared with AWS X-Ray, Datadog, Azure Monitor, Amazon CloudWatch and Grafana, whereas Graylog is most compared with Grafana Loki, Wazuh, syslog-ng, Splunk Enterprise Security and Fortinet FortiAnalyzer. See our Google Cloud's operations suite (formerly Stackdriver) vs. Graylog report.

    See our list of best Log Management vendors.

    We monitor all Log Management reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.