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BigPanda vs Chronosphere 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

BigPanda
Ranking in AIOps
9th
Average Rating
7.6
Reviews Sentiment
6.9
Number of Reviews
20
Ranking in other categories
IT Infrastructure Monitoring (21st), IT Alerting and Incident Management (9th)
Chronosphere
Ranking in AIOps
20th
Average Rating
8.6
Reviews Sentiment
6.6
Number of Reviews
2
Ranking in other categories
Application Performance Monitoring (APM) and Observability (33rd), Log Management (33rd)
 

Mindshare comparison

As of July 2026, in the AIOps category, the mindshare of BigPanda is 2.8%, down from 3.3% compared to the previous year. The mindshare of Chronosphere is 1.6%, up from 0.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AIOps Mindshare Distribution
ProductMindshare (%)
BigPanda2.8%
Chronosphere1.6%
Other95.6%
AIOps
 

Featured Reviews

Michael Wenn - PeerSpot reviewer
CEO / Co-Founder at Aiops ltd
Automated incident workflows have reduced alert noise and now improve response efficiency
In my opinion, the best feature of BigPanda is its speed in terms of deployment. It has very strong integration with all of the major platforms and workflows that organizations need. The biggest customers are enterprises like HSBC and Barclays. Implementing something effective for them that dramatically reduces meantime to repair and the number of incidents is substantially difficult, as projects can often extend three years with very small results. BigPanda is different; it is a tool relied on by many enterprises, fitting over existing toolsets rather than trying to replace them, which makes it non-competitive to many existing alerts and monitoring tools. It enhances existing systems to provide actionable intelligence for business solutions.
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.

Quotes from Members

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

Pros

"The solution is user-friendly and has good performance and certification."
"I would definitely recommend BigPanda for its time-saving features, root cause analysis, topology overview, and visual event representation capabilities."
"Overall, I rate BigPanda as a nine out of ten."
"A user-friendly solution."
"The most valuable features of BigPanda are the API integration was good. It enables us to do faster onboarding."
"I rate BigPanda nine out of ten."
"Alert aggregation was the primary requirement. BigPanda pulls all this together into a single UI for us, allowing us to see related alerts grouped together into an incident, and enables us to easily create a JIRA ticket and Slack channel to manage an issue."
"If you're looking for a SaaS which truly believes in software as a service, BigPanda is definitely the solution to go for."
"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."
 

Cons

"When handling critical traffic, the BigPanda site can slow down, which we manage with a load balancer."
"BigPanda can improve the correlations. We didn't see any big value."
"Lacks sufficient dashboard features."
"I am not sure if we can pull reports of bulk incidents in different formats like PDF, Excel, or CSV. This feature would allow us to extract monthly incident reports similar to ServiceNow."
"In terms of product stability, I can rate it around nine. It is quite good, though I would not rate it a full ten because every time there is a new feature, I have to go through documents or contact support."
"The UI for this solution could be improved. It is very hard to find what you are looking for."
"BigPanda attempts a little of everything and fails at most."
"BigPanda attempts a little of everything and fails at most; the AI, in particular, was worthless, and the visualization is primitive and not configurable."
"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."
 

Pricing and Cost Advice

"We pay $200,000 USD per year."
"BigPanda is cheaper than the competitors."
"The price of BigPanda is in the middle compared to other solutions."
"They were great to work with on pricing/licensing. Given we are a high-growth company, we needed a flexible site license."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
24%
Manufacturing Company
9%
Healthcare Company
6%
Outsourcing Company
6%
Construction Company
13%
Transportation Company
13%
Financial Services Firm
10%
Manufacturing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business6
Large Enterprise12
No data available
 

Questions from the Community

Any advice about APM solutions?
There are many factors and we know little about your requirements (size of org, technology stack, management systems, the scope of implementation). Our goal was to consolidate APM and infra monitor...
What is your experience regarding pricing and costs for BigPanda?
Regarding extra expenses, I pay more for communication and do not incur costs for another dashboard perspective, but there are indirect costs related to managing open-source products, leading to re...
What needs improvement with BigPanda?
Something that comes to mind regarding improvements is communication, as I rely heavily on another tool. If BigPanda could provide communication capabilities beyond just sending notifications—such ...
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...
 

Comparisons

 

Overview

 

Sample Customers

Nagios, ServiceNow, ITSM, NOC, CMDB Evolved, RemedyIncident Management Process
Information Not Available
Find out what your peers are saying about BigPanda vs. Chronosphere and other solutions. Updated: June 2026.
902,894 professionals have used our research since 2012.