No more typing reviews! Try our Samantha, our new voice AI agent.

Splunk Observability Cloud vs VictoriaMetrics comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jul 16, 2026

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

Splunk Observability Cloud
Ranking in Application Performance Monitoring (APM) and Observability
5th
Ranking in IT Infrastructure Monitoring
4th
Ranking in Cloud Monitoring Software
4th
Average Rating
8.2
Reviews Sentiment
6.8
Number of Reviews
89
Ranking in other categories
Network Monitoring Software (7th), Container Management (5th), Digital Experience Monitoring (DEM) (3rd)
VictoriaMetrics
Ranking in Application Performance Monitoring (APM) and Observability
48th
Ranking in IT Infrastructure Monitoring
49th
Ranking in Cloud Monitoring Software
34th
Average Rating
9.0
Reviews Sentiment
7.3
Number of Reviews
1
Ranking in other categories
Open Source Databases (17th), Server Monitoring (24th), Log Management (40th), Container Monitoring (10th), AIOps (26th), AI Observability Services (6th)
 

Mindshare comparison

As of August 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Splunk Observability Cloud is 2.5%, up from 2.0% compared to the previous year. The mindshare of VictoriaMetrics is 0.2%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Splunk Observability Cloud2.5%
VictoriaMetrics0.2%
Other97.3%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

PK
Project Manager at AGRICULTURE SKILL COUNCIL OF INDIA (ASCI)
Unified observability has improved real-time governance and now drives data-led decisions
Log Observer Connect is embedded here, but we are facing some delays in centralized log collection and analysis, which can be further fastened. We are collecting all the data metrics and decision-making insights, but all these data-driven decisions coming from different applications are not connected somewhere. A consolidated form or correlation of these insights is not happening between each other due to which we feel we are missing something significant. Some generalized feedback includes that predictive alerts or alarms which can be integrated with AI-driven alarms and alerting features should be established so that there is AI-driven intelligence and anomaly detection happening with a complete systematic process in service delivery. Application dependencies are huge, and business and operational dashboards should be improved. Right now there are very interactive custom dashboards, and every now and then, the personalization of enhancements keeps happening. KPI monitoring, executive reporting, and analytics have definitely been introduced to a great extent. There are few things in cloud-native monitoring, such as integration with AWS and Azure, where we sometimes do face lags. Those things can definitely be improved upon. I have used Datadog and Dynatrace before using Splunk Observability Cloud. Datadog was definitely recommended by most of our peers because of its very strong comprehensive observability and very strong and unique dashboard systems. Dynatrace was also very good because they have offered a lot of AI-driven analysis methods and processes, which was helping our organization a lot. Since our organization has a very strong IT ecosystem for agriculture, very different kinds of customized things are required.
reviewer2813076 - PeerSpot reviewer
Software Engineer at a outsourcing company with 201-500 employees
Monitoring has become more efficient and resource usage has dropped significantly
VictoriaMetrics is built with memory constraints in mind, and we saved a significant amount of memory after implementing it. The first advantage is that it is quite easy to use, and we can leverage PromQL queries in VictoriaMetrics with a straightforward deployment process. The best aspect of using VictoriaMetrics is the reduction in resources including RAM, memory, disk, and other infrastructure requirements, which have all decreased substantially after implementation. We observed that RAM was reduced by around 70% and disk usage by 75%, while write speed increased 3x and query per second P95 latency became 7x faster. The financial savings are significant because we observed a substantial reduction in resources such as CPU and memory after adopting VictoriaMetrics.

Quotes from Members

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

Pros

"Splunk's GUI and dashboard capacity are the most valuable features of Splunk Infrastructure Monitoring."
"I manage six tools, but Splunk Observability Cloud is one of my favorites, and I aspire to build my career specializing in it because it has great features, more attention in the market, and is a relatively new tool with promising growth."
"The solution's most valuable aspect is its ability to get information about all of the security measurements in my environment."
"The most valuable thing that we have seen within our group is the ability to ingest all this raw data and have it organized in a certain way so that different groups can get effective alerting from this massive amount of raw data that is out there."
"Splunk Observability Cloud scales with the growing needs of my organization effectively."
"It has been beneficial for our IT infrastructure."
"Overall, I would recommend Splunk to anyone seeking a monitoring solution, thanks to its extensive capabilities and features."
"This solution is very quick to deploy as it is a SaaS solution and integrates with tools like ServiceNow."
"We observed that RAM was reduced by around 70% and disk usage by 75%, while write speed increased 3x and query per second P95 latency became 7x faster."
 

Cons

"It is essential for the monitoring tool to deliver quick response times when generating analytical reports, instead of prolonged delays."
"I would say that it is quite helpful, but for different kinds of applications, it could be improved because sometimes it might provide a cloud judgment of the root cause analysis."
"There's a lot of talk about AI-powered analytics and guidance in Splunk Observability Cloud. I didn't get a great sense of how much of it is actually working; there are a lot of AI hallucinations."
"The out-of-the-box customizable dashboards in Splunk Observability Cloud are very effective in showcasing IT performance to business leaders. However, there are aspects that could be improved, such as linking dashboards to one another."
"The cost needs to be re-examined. It's extremely expensive to run."
"The only strain point we've encountered with Splunk Observability Cloud is that the search times can be lengthy for some things. We have a large environment, so that's expected."
"The UI of Splunk Observability Cloud is one of the major issues; it's old and has been there for more than 10 years, acquired by other applications from other companies. It's time to reinvent how the UI is going to work with the AI modules and integrations, making it softer and cleaner."
"Technical support is good but could be improved, particularly concerning the time taken for ticket resolution."
"The main area that needs improvement in VictoriaMetrics is the documentation itself, as the support is adequate and the open-source project does provide replies within one to two days."
 

Pricing and Cost Advice

"Splunk APM is expensive."
"The solution's pricing is costly."
"Licensing cost is the biggest argument I get from those divesting from Splunk. There are those within our organization who say we are going to go to other tools since Splunk is too expensive."
"Splunk offers a 14-day free trial and after that, we have to pay but the cost is reasonable."
"The price of Splunk APM is less than some of its competitors."
"Splunk Observability Cloud is expensive."
"This is an expensive solution."
"Splunk has been fairly expensive, but it has been predictable."
Information not available
report
Use our free recommendation engine to learn which Application Performance Monitoring (APM) and Observability solutions are best for your needs.
908,834 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
11%
Manufacturing Company
8%
Construction Company
8%
Computer Software Company
7%
Financial Services Firm
15%
Outsourcing Company
15%
Comms Service Provider
12%
Construction Company
10%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business33
Midsize Enterprise9
Large Enterprise56
No data available
 

Questions from the Community

What needs improvement with SignalFx?
Regarding dashboard customization, while Splunk has many dashboard building options, customers sometimes need to create specific dashboards, particularly for applicative metrics such as Java and pr...
What is your primary use case for SignalFx?
The solution involves observability in general, such as Application Performance Monitoring, and generally addresses digital applications, web applications, sites, and mobile applications. I worked ...
What advice do you have for others considering SignalFx?
We're a customer and end-user. Currently, in France, we cannot use the artificial intelligence option. While this option is enabled for the United States and many countries, it's not yet available ...
What is your experience regarding pricing and costs for VictoriaMetrics?
We did not require any license for VictoriaMetrics since we are using the open-source version, so the setup cost is what we incurred.
What needs improvement with VictoriaMetrics?
VictoriaMetrics is quite a good project and quite easy to use overall, though some documentation could be improved. The main area that needs improvement in VictoriaMetrics is the documentation itse...
What is your primary use case for VictoriaMetrics?
VictoriaMetrics is a time-series database that we use to handle a large volume of metrics coming from our application. We have multiple applications running, and we want to monitor everything to un...
 

Also Known As

Splunk Infrastructure Monitoring, Splunk Real User Monitoring (RUM), Splunk Synthetic Monitoring
VictoriaMetrics Observability Enterprise Support
 

Interactive Demo

Demo not available
 

Overview

 

Sample Customers

Sunrun, Yelp, Onshape, Tapjoy, Symphony Commerce, Chairish, Clever, Grovo, Bazaar Voice, Zenefits, Avalara
CERN, Grammarly, Adidas, Spotify R&D, DreamHost, Traefik Labs, DSV, MHI Vestas
Find out what your peers are saying about Datadog, Dynatrace, Splunk and others in Application Performance Monitoring (APM) and Observability. Updated: August 2026.
908,834 professionals have used our research since 2012.