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

 

Comparison Buyer's Guide

Executive SummaryUpdated on Mar 3, 2025

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 Application Performance Monitoring (APM) and Observability
26th
Average Rating
8.0
Reviews Sentiment
7.0
Number of Reviews
10
Ranking in other categories
Log Management (29th), Cloud Monitoring Software (22nd)
Prometheus Group
Ranking in Application Performance Monitoring (APM) and Observability
11th
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
34
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of May 2025, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Google Cloud's operations suite (formerly Stackdriver) is 1.1%, down from 1.6% compared to the previous year. The mindshare of Prometheus Group is 3.3%, down from 3.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability
 

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.
MuhammadAzhar Khan - PeerSpot reviewer
Free to use and provides valuable monitoring capabilities
Prometheus is a scalable and flexible tool that I can deploy on any cloud platform. It is free to use and provides valuable monitoring capabilities. It allows me to save money by avoiding costs associated with AWS native services like CloudWatch or Amazon Prometheus. The ability to deploy on any cloud platform or environment, including Kubernetes, is a major advantage.

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."
"Offers a valuable logging transport feature"
"Our company has a corporate account for Google Cloud and so our systems and clusters integrate really well."
"The most valuable feature is the multi-cloud integration, where there is support for both GCP and AWS."
"Provides visibility into the performance uptime."
"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."
"The most valuable features of the solution are metrics scraping capabilities and the open source community and support."
"Prometheus is a scalable and flexible tool that I can deploy on any cloud platform."
"The most valuable features of Prometheus for metrics collection and monitoring are its stability, robustness, and rich set of features."
"It has lots of APIs and libraries to integrate with any kind of language."
"The product’s scalability is valuable."
"The solution can be deployed in thirty minutes."
"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 product is easy to maintain."
 

Cons

"Lacking sufficient operations documentation."
"It is difficult to estimate in advance how much something is going to cost."
"It could be even more automated."
"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."
"The process of logging analytics can be improved"
"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."
"There is a tool called Prometheus Exporter that doesn't work well."
"They could provide efficient logs in terms of clarity and ease of access similar to Datadog’s paid version."
"Setting up the rules in Prometheus can be confusing, making it an area where improvements are required."
"The query language in Prometheus is an area of concern where improvements are required."
"Prometheus requires improvement on the query side."
"The initial setup of Prometheus is complex and rated one out of five in ease of setup."
"The primary area where Prometheus could be improved is in terms of pricing, particularly when used with managed services."
"Prometheus has a learning curve when setting it up. It definitely requires a little bit more hands-on than other solutions. It is an open source solution which means you do need to go through and read the literature that they have online for setting it up. The setup could be made easier."
 

Pricing and Cost Advice

"The cost could be lower."
"We have a basic standard license without any additional costs."
"The cost of using Stackdriver depends on usage."
"The product is expensive compared to Datadog."
"The tool is open-sourced."
"The product is free."
"Prometheus is an open-source solution."
"Prometheus is an open-source solution."
"We have the open-source version, so we don't pay for it."
"This is an open-source solution."
"We use the solution's open-source version."
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Top Industries

By visitors reading reviews
Financial Services Firm
20%
Computer Software Company
13%
Manufacturing Company
7%
Real Estate/Law Firm
6%
Financial Services Firm
25%
Computer Software Company
15%
Manufacturing Company
6%
Government
6%
 

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 Prometheus?
The most valuable feature of Prometheus is its ability to collect metrics.
What is your experience regarding pricing and costs for Prometheus?
Prometheus is cost-effective for me as it is free. Using cloud-native alternatives like Amazon Prometheus would incur charges.
What is your primary use case for Prometheus?
I use Prometheus for monitoring purposes in IT infrastructure. It is particularly useful for environments using Kubernetes, as it monitors ports, containers, instances, and applications effectively.
 

Also Known As

Google Stackdriver, Stackdriver Monitoring, Stackdriver Logging, Google Cloud Monitoring
No data available
 

Overview

 

Sample Customers

Uber, Batterii, Q42, Dovetail Games
Information Not Available
Find out what your peers are saying about Google Cloud's operations suite (formerly Stackdriver) vs. Prometheus Group and other solutions. Updated: April 2025.
851,604 professionals have used our research since 2012.