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ServiceNow Cloud Observability vs VictoriaMetrics comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Nov 8, 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

ServiceNow Cloud Observability
Ranking in Application Performance Monitoring (APM) and Observability
69th
Average Rating
7.6
Reviews Sentiment
6.9
Number of Reviews
5
Ranking in other categories
No ranking in other categories
VictoriaMetrics
Ranking in Application Performance Monitoring (APM) and Observability
16th
Average Rating
8.6
Reviews Sentiment
6.7
Number of Reviews
12
Ranking in other categories
Open Source Databases (10th), Server Monitoring (4th), IT Infrastructure Monitoring (12th), Log Management (12th), Container Monitoring (7th), Cloud Monitoring Software (14th), AIOps (13th), AI Observability Services (1st)
 

Mindshare comparison

As of November 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of ServiceNow Cloud Observability is 0.7%, up from 0.5% compared to the previous year. The mindshare of VictoriaMetrics is 0.3%, up from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
VictoriaMetrics0.3%
ServiceNow Cloud Observability0.7%
Other99.0%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

Uday-Thentu - PeerSpot reviewer
Project Manager at a tech vendor with 10,001+ employees
Automation has reduced incident impact and is driving proactive self‑healing across hybrid services
ServiceNow Cloud Observability's valuable features include AI agents that can be integrated and triggered with workflows for evaluating and taking the right action in both process and technical aspects. On the process side, it ensures the right approvals are triggered. From the technical aspect, it allows integration for taking relevant action without human intervention, moving towards self-healing. The main benefit of ServiceNow Cloud Observability is real-time data, which helps us move from being reactive to more proactive. By defining and fine-tuning workflows, we were able to implement timely notification and auto-action or auto-remediations. At the same time, if anything involves additional cost or requires intervention, it helps trigger approval notifications, and once approval is received, it timely takes the action. The AI agents help define and fine-tune those workflows further.
reviewer2911872 - PeerSpot reviewer
DevOps Engineer
Long term metrics monitoring has improved AI workflows and now powers faster incident analysis
The best features VictoriaMetrics offers in my experience include fast query performance and efficient resource usage, seamless compatibility with the Prometheus ecosystem, a simple cluster architecture with minimal components, MetricsQL with useful functions beyond PromQL, and comprehensive tooling like VMAgent and VMAlert. VictoriaMetrics stands out to me because it is highly efficient, stable, and easy to run in air-gapped environments. It integrates well with Prometheus ecosystem tools like Kube-Prometheus-Stack and Grafana. Its compact storage and fast query performance make it ideal for long-term metric storage. The cluster setup is simple and scalable, which is a big advantage for production use.

Quotes from Members

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

Pros

"To a certain extent, it is possible to save on the costs of the product."
"The UI is very intuitive."
"The ability to create a stream based on different parameters, operation name, service name, URL, tags, and URI part, is one valuable feature."
"The solution Lightstep/ServiceNow has a couple of pretty advanced functionalities to help us investigate a deviation and help the development teams have better observability in the environment using distributed and complex services."
"The main benefit of ServiceNow Cloud Observability is real-time data, which helps us move from being reactive to more proactive."
"The resource efficiency of VictoriaMetrics allows you to reduce infrastructure costs."
"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 best features offered by VictoriaMetrics are that it is a very fast database and a time series database that is very capable of handling an enormous amount of data."
"VictoriaMetrics has positively impacted my organization as it is a stable, performant, safe, and well-engineered piece of software which works exactly as expected and delivers stable results."
"With VictoriaMetrics, the query performance is faster, and it requires a lesser amount of storage space as well."
"VictoriaMetrics has positively impacted my organization because we were able to save on metric storage by not using expensive solutions from other vendors."
"The light-speed query feature has made a significant difference for me because when we query, it is much faster in VictoriaMetrics compared to the other tools we had used previously."
"VictoriaMetrics has positively impacted our organization because we chose it for efficiency, simplicity, one binary and cost, and it's straightforward embedded in our Helm chart, so it works out of the box."
 

Cons

"In terms of licensing, users would want the product to offer them the ability to tailor the tasks offered in the solution to suit their needs."
"The design of this solution is not very intuitive and probably could come with more friendly tips for beginners."
"The cost could be reduced or lightweight agents and lightweight modules could be introduced, which would make it much easier to implement."
"The dashboard and graphics must be improved."
"The support team could be better. Because of the different versions of different tactics of integrating reactive code base, the documentation is not very clear if someone has to be onboard. I would rate the documentation of Lightstep a five out of ten. It could need improvement."
"I chose exactly 8 out of 10 because I do not have full knowledge of the product in production, and my experience stopped at the testing phase pending the company's evaluation."
"I am sad that VictoriaMetrics moves towards enterprise only for features that it is really good at, such as downsampling."
"The main areas of improvement for VictoriaMetrics include automatic rebalancing, a large ecosystem, and Enterprise features."
"I chose an eight out of ten because for a perfect score of ten, VictoriaMetrics would need to be effortless to install, set up, run, and use—essentially, it should just work without me having to do anything."
"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."
"However, for people who want to go into the enterprise version, I think VictoriaMetrics needs to work on the pricing because it is quite high even if someone uses a single cluster."
"Regarding performance gains or cost savings, I can add that native multitenancy is only in the cluster version, and on single-node, we had to build tenant isolation ourselves with labels and query filters, so this could be improved."
"From my project experience, I would appreciate more practical guidance on tuning queries and diagnosing missing or delayed metrics across the ingestion pipeline."
 

Pricing and Cost Advice

"The product is expensive. I rate the tool's pricing model an eight out of ten."
Information not available
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Top Industries

By visitors reading reviews
Construction Company
12%
Financial Services Firm
8%
Comms Service Provider
7%
Outsourcing Company
7%
Outsourcing Company
21%
Comms Service Provider
13%
Financial Services Firm
11%
Manufacturing Company
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise2
Large Enterprise2
 

Questions from the Community

What needs improvement with LightStep?
The cost could be reduced or lightweight agents and lightweight modules could be introduced, which would make it much easier to implement.
What is your primary use case for LightStep?
ServiceNow Cloud Observability's main use case is end-to-end automation starting from the trigger in the cloud. Currently, it focuses more on self-healing and understanding the complete uptime ...
What advice do you have for others considering LightStep?
Regarding security, I unfortunately do not have much hands-on experience. My focus has been majorly on self-healing activities, but given what I have observed, it does provide a good opportunity in...
What is your experience regarding pricing and costs for VictoriaMetrics?
Regarding pricing, setup cost, and licensing, we are using open source today.
What needs improvement with VictoriaMetrics?
Regarding performance gains or cost savings, I can add that native multitenancy is only in the cluster version, and on single-node, we had to build tenant isolation ourselves with labels and query ...
What is your primary use case for VictoriaMetrics?
VictoriaMetrics is our time-series store, and we have Helm charts that ship an embedded single-node VictoriaMetrics with 30-day rotation by default. Teams that already run VictoriaMetrics can point...
 

Also Known As

LightStep
VictoriaMetrics Observability Enterprise Support
 

Interactive Demo

Demo not available
 

Overview

 

Sample Customers

InVision, Twilio, Lyft, Yext, DigitalOcean,
CERN, Grammarly, Adidas, Spotify R&D, DreamHost, Traefik Labs, DSV, MHI Vestas
Find out what your peers are saying about ServiceNow Cloud Observability vs. VictoriaMetrics and other solutions. Updated: November 2026.
921,523 professionals have used our research since 2012.