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

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Executive Summary
Updated on Jun 29, 2023

We performed a comparison between Google Cloud's operations suite (formerly Stackdriver) and Prometheus based on real PeerSpot user reviews in five categories. After reading all of the collected data, you can find our conclusion below.

  • Ease of Deployment: Google Cloud's operations suite offers a simple and efficient setup process with useful documentation and standard API features. On the other hand, Prometheus's setup can be more complex, with varying levels of difficulty depending on the specific use case. Customization in Prometheus requires more time and the deployment process can also vary.
  • Features: The former is praised for its user-friendly interface and cloud logging feature, while the latter is valued for its flexibility, integration capabilities, and reliable data storage system. While both solutions offer valuable features for monitoring, they differ in their strengths.
  • Pricing: The cost and licensing of Google Cloud's operations suite vary among users, while Prometheus is a more affordable option since it is open-source with no associated cost. Users have the choice of using the free open-source version or a paid version.
  • Service and Support: Google Cloud's operations suite is praised for its quality technical support and visibility into DevOps team handling. On the other hand, Prometheus relies on community support and documentation, with no technical support available. Despite this, users have found the documentation and community support for Prometheus to be sufficient.
  • ROI: Google Cloud's solution has proven to be effective with a positive ROI, and offers more features than Prometheus. On the other hand, Prometheus is free and easier to set up, making it an attractive option for those looking for a more straightforward monitoring solution. 

Comparison Results: Google Cloud's operations suite is praised for its user-friendly interface, cloud logging feature, and technical support, making it the preferred choice compared to Prometheus. Although Prometheus is recognized for its flexibility and integration capabilities, users face challenges with its query language, setup process, and UI. Moreover, Prometheus relies on community support for customer service, whereas Google Cloud provides highly regarded technical support. Overall, Google Cloud's operations suite offers a more comprehensive monitoring solution.

To learn more, read our detailed Google Cloud's operations suite (formerly Stackdriver) vs. Prometheus Report (Updated: May 2024).
771,157 professionals have used our research since 2012.
Featured Review
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.""The most valuable feature is the multi-cloud integration, where there is support for both GCP and AWS.""Our company has a corporate account for Google Cloud and so our systems and clusters integrate really well.""The cloud login enables us to get our logs from the different platforms that we currently use.""Provides visibility into the performance uptime.""We find the solution to be stable.""I like the monitoring feature.""It's easy to use."

More Google Cloud's operations suite (formerly Stackdriver) Pros →

"The most valuable features of Prometheus are the many functions available. The functions are helpful for understanding the behavior of applications and infrastructure.""It is a stable solution...Based on the feedback I have received from my colleagues in our company's IT department, the setup phase of the solution is relatively easy.""The product’s scalability is valuable.""The sky is the limit because the solution is a flexible open box that can be used vastly to do anything you need to monitor applications.""The good thing is it integrates well with the Grafana dashboard. It comes with a UI where you see everything as a graph.""It is a scalable solution.""The solution offers an easy way to install and scratch values.""The solution can be deployed in thirty minutes."

More Prometheus Pros →

Cons
"The product provides minimal metrics that are insufficient.""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.""While we are satisfied with the overall performance, in certain cases we must add additional metrics and additional tools like Grafana and Dynatrace.""Lacking sufficient operations documentation.""It could be even more automated.""It could be more stable."

More Google Cloud's operations suite (formerly Stackdriver) Cons →

"The scalability must be improved.""The UI and GUI are areas of concern in the product.""Its stability could be even better.""There is a need for a more comprehensive overview of exporters, especially when dealing with many of them.""Lacks the ability to clusterize.""One potential area for improvement would be fixing the occasional glitches and bugs.""There isn’t much clarity regarding the issues that happen at the server end. It is a push model and from the client’s point of view, it needs to look better and solve remote issues.""The alert functionality is kind of lackluster."

More Prometheus Cons →

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 →

  • "The price of Prometheus is good, it is affordable because it is open source and there is no cost to it. You put it on your own server and the costs incurred completely depend on how you set it up."
  • "This is an open-source solution."
  • "The solution is not expensive."
  • "The solution is open source."
  • "The solution is free of cost."
  • "We use the solution's open-source version."
  • "The tool is open-sourced."
  • "We have the open-source version, so we don't pay for it."
  • More Prometheus 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 most valuable feature of Prometheus is its ability to collect metrics.
    Top Answer:For a project I am currently working on in my company, I use Grafana, but for the data source part, I use Prometheus. I use Prometheus in a Kubernetes cluster. I use Prometheus for the processes… more »
    Ranking
    Views
    3,836
    Comparisons
    3,436
    Reviews
    5
    Average Words per Review
    274
    Rating
    7.8
    Views
    6,474
    Comparisons
    5,765
    Reviews
    32
    Average Words per Review
    387
    Rating
    8.3
    Comparisons
    Also Known As
    Google Stackdriver, Stackdriver Monitoring, Stackdriver Logging, Google Cloud Monitoring
    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.

    Prometheus is a powerful open-source monitoring and alerting toolkit designed for cloud-native environments. 

    It collects metrics from various sources, including applications, services, and infrastructure components, providing real-time insights into system performance. 

    With its flexible data model and query language, Prometheus enables users to analyze and visualize metrics, facilitating troubleshooting and capacity planning. Its robust alerting system allows for proactive monitoring, notifying users of any anomalies or issues. 

    Prometheus also offers seamless integration with popular tools and frameworks, making it a versatile solution for monitoring and observability.

    Sample Customers
    Uber, Batterii, Q42, Dovetail Games
    Information Not Available
    Top Industries
    REVIEWERS
    Comms Service Provider29%
    Financial Services Firm29%
    Energy/Utilities Company14%
    Manufacturing Company14%
    VISITORS READING REVIEWS
    Financial Services Firm19%
    Computer Software Company15%
    Manufacturing Company9%
    Retailer6%
    REVIEWERS
    Financial Services Firm20%
    Retailer13%
    Computer Software Company13%
    Security Firm7%
    VISITORS READING REVIEWS
    Financial Services Firm27%
    Computer Software Company16%
    Manufacturing Company7%
    Government6%
    Company Size
    REVIEWERS
    Small Business18%
    Midsize Enterprise9%
    Large Enterprise73%
    VISITORS READING REVIEWS
    Small Business17%
    Midsize Enterprise13%
    Large Enterprise70%
    REVIEWERS
    Small Business41%
    Midsize Enterprise28%
    Large Enterprise31%
    VISITORS READING REVIEWS
    Small Business20%
    Midsize Enterprise12%
    Large Enterprise68%
    Buyer's Guide
    Google Cloud's operations suite (formerly Stackdriver) vs. Prometheus
    May 2024
    Find out what your peers are saying about Google Cloud's operations suite (formerly Stackdriver) vs. Prometheus and other solutions. Updated: May 2024.
    771,157 professionals have used our research since 2012.

    Google Cloud's operations suite (formerly Stackdriver) is ranked 27th in Application Performance Monitoring (APM) and Observability with 9 reviews while Prometheus is ranked 9th in Application Performance Monitoring (APM) and Observability with 32 reviews. Google Cloud's operations suite (formerly Stackdriver) is rated 7.8, while Prometheus is rated 8.4. 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 Prometheus writes "A very flexible open box that can be used vastly to do anything you need". Google Cloud's operations suite (formerly Stackdriver) is most compared with AWS X-Ray, Datadog, Azure Monitor, Amazon CloudWatch and Splunk Enterprise Security, whereas Prometheus is most compared with Azure Monitor, New Relic, Dynatrace, Sentry and AppDynamics. See our Google Cloud's operations suite (formerly Stackdriver) vs. Prometheus report.

    See our list of best Application Performance Monitoring (APM) and Observability vendors.

    We monitor all Application Performance Monitoring (APM) and Observability 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.