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Chronosphere vs ServiceNow Cloud Observability comparison

 

Comparison Buyer's Guide

Executive Summary

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

Chronosphere
Ranking in Application Performance Monitoring (APM) and Observability
30th
Average Rating
8.6
Reviews Sentiment
6.6
Number of Reviews
2
Ranking in other categories
Log Management (30th), AIOps (20th)
ServiceNow Cloud Observability
Ranking in Application Performance Monitoring (APM) and Observability
41st
Average Rating
7.6
Reviews Sentiment
6.9
Number of Reviews
5
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of June 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Chronosphere is 0.7%, up from 0.3% compared to the previous year. The mindshare of ServiceNow Cloud Observability is 0.7%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Chronosphere0.7%
ServiceNow Cloud Observability0.7%
Other98.6%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

Karthik Doreswamy - PeerSpot reviewer
Dev Ops Engineer at a tech services company with 11-50 employees
Centralized monitoring has unified alerts and dashboards for critical cloud applications
We can improve a bit of UI aspects. The UI could be made more user friendly. Sometimes when identifying the specific logs patterns and identifying what metrics and what logs are coming in, going to a specific log explorer and finding it there is a little difficult. It would be very useful if we could group according to projects and have that UI a little more user friendly. The user interface part was a bit confusing in the beginning. To make it better, I believe we would need some more open sourced or freely available courses on Chronosphere which would help us understand the platform a bit more. The team provides detailed walkthroughs whenever you get into that. However, it would be better if we could have proper video sessions or documentation which would help us understand the tool a bit more.
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.

Quotes from Members

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

Pros

"The alerting features are good"
"Integrating Chronosphere was pretty much easy coming from an open source tool and it helped us to streamline our monitoring and alerting setup across our organization, which directly impacted on the streamlining of the process as well as reducing errors and also keeping our environment uptime to a greater extent by those alerts and quick responses."
"The main benefit of ServiceNow Cloud Observability is real-time data, which helps us move from being reactive to more proactive."
"The ability to create a stream based on different parameters, operation name, service name, URL, tags, and URI part, is one valuable feature."
"The UI is very intuitive."
"To a certain extent, it is possible to save on the costs of the product."
"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."
 

Cons

"It's not easy for everyone."
"Sometimes when identifying the specific logs patterns and identifying what metrics and what logs are coming in, going to a specific log explorer and finding it there is a little difficult."
"The cost could be reduced or lightweight agents and lightweight modules could be introduced, which would make it much easier to implement."
"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 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."
"The dashboard and graphics must be improved."
 

Pricing and Cost Advice

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

By visitors reading reviews
Construction Company
13%
Transportation Company
13%
Financial Services Firm
10%
Manufacturing Company
8%
Financial Services Firm
12%
Manufacturing Company
11%
Construction Company
10%
Retailer
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Questions from the Community

What needs improvement with Chronosphere?
It isn't very easy. It's not easy for everyone. It would be much easier if there could be a simpler version, like a data number version or an SQL version. It's hard to debug if you don't know the s...
What is your primary use case for Chronosphere?
I work as a data engineer, and we have many streaming pipelines. We use Chronosphere to monitor various metrics, such as how much data our pipeline is processing in each batch, the volume of incomi...
What advice do you have for others considering Chronosphere?
If you want to monitor pipelines and use something like Kafka or any streaming platform, Chronosphere is the best option for monitoring pipelines with real-time alerts. It is loosely coupled with y...
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 of e...
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...
 

Also Known As

No data available
LightStep
 

Overview

 

Sample Customers

Information Not Available
InVision, Twilio, Lyft, Yext, DigitalOcean,
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