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Chronosphere vs Grafana 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
32nd
Average Rating
9.0
Reviews Sentiment
6.8
Number of Reviews
1
Ranking in other categories
Log Management (31st), AIOps (19th)
Grafana
Ranking in Application Performance Monitoring (APM) and Observability
5th
Average Rating
7.8
Reviews Sentiment
6.9
Number of Reviews
48
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of February 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 Grafana is 3.2%, down from 6.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Market Share Distribution
ProductMarket Share (%)
Grafana3.2%
Chronosphere0.7%
Other96.1%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

Arvind Pant - PeerSpot reviewer
Senior Data Engineer at DoorDash, Inc.
Monitors pipelines with real-time alerts and good documentation
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 syntax. Also, I saw the Slack alerts feature, which is pretty cool, but I cannot customize my messages on the Slack alerts. It would be great if it were possible to tag people in the alerts. At DoorDash, we have hundreds of pipelines, and if something fails, I want to tag specific people so they can start working on the issue immediately.
BasilJiji - PeerSpot reviewer
System Engineer at a retailer with 10,001+ employees
Unified dashboards have empowered teams and have democratized real-time operational insights
Grafana's snapshot and dashboard sharing features are critical for our remote incident response. During production issues, I generate a public snapshot of a dashboard at a specific point and share the URL in our Slack war room so every engineer can see exactly what the metrics looked like when the error occurred. This helps significantly during the process of finding the root cause in those scenarios. The best features Grafana offers go beyond just pretty charts; it is an integration engine. The fact that I can join data from my SQL database with metrics from Prometheus in the same table is a feature I have not found performed as well elsewhere. My team uses this feature by comparing two different tables from the databases to show one single view, which Grafana is really helping with. In a visualized way, the charts can be displayed on one dashboard, allowing end users who are not familiar with these technical aspects to extract valuable data from it. Grafana has positively impacted our organization by democratizing data within our company. Before using Grafana, only developers could see the system health, but now our product managers and executives have their own high-level dashboards, which has improved cross-departmental transparency and alignment.

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"
"The product's initial setup phase was very easy."
"The most valuable feature of Grafana is the ease to build dashboards from observability construction. Additionally, the page services and integration are good."
"The solution has good features."
"I find Grafana beneficial due to its numerous plugins."
"Grafana saves us hours compared to DataDog."
"It's easy to make changes. We can put many dashboards in one place. There's no delay in showing data - what you see on Grafana matches the server metrics."
"Kubernetes could help us to better visualize the trend of our data by recording and displaying our history over a chosen duration, such as the last 30 days."
"It excels in providing comprehensive details when there are downtimes or fluctuations, offering thorough reports."
 

Cons

"It's not easy for everyone."
"The solution has room for improvement with a better API to help automate the construction of the dashboards easier."
"There is room for improvement when using multiple dashboards because they can become complicated to keep track of and use."
"Grafana could improve by having its own query language. Currently, it uses languages like Prometheus or InfluxDB, which not everyone knows. Their query language should be easier."
"Grafana could consider building its own metrics system to eliminate the reliance on other tools like Prometheus, providing a one-stop solution."
"Regarding joining between queries, merging between two queries that give the same information could be simple, and there are some ways to do that, but if there was something even easier, it would be great."
"There are not a lot of plugins for financial market monitoring."
"The formatting could be better."
"The solution must provide tutorials and guides."
 

Pricing and Cost Advice

Information not available
"I give the price an eight out of ten."
"We are using the open-source license."
"My company uses the open-source version of Grafana, so it's free."
"Since Grafana is an open-source solution, it is free of cost."
"I use the open source model so it is free."
"I am using an open-source version"
"The solution is expensive."
"For me, Grafana is a cheap tool because I don't have to spend much time learning the product since it is a simple solution."
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Top Industries

By visitors reading reviews
Transportation Company
16%
Retailer
11%
Computer Software Company
10%
Financial Services Firm
9%
Financial Services Firm
19%
Computer Software Company
11%
Manufacturing Company
9%
Comms Service Provider
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise8
Large Enterprise25
 

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 do you like most about Grafana?
The product's initial setup phase was very easy.
What is your experience regarding pricing and costs for Grafana?
I purchased my Grafana Cloud subscription through the AWS Marketplace, which simplified my procurement process and allowed me to apply the cost towards my AWS committed spend.
What needs improvement with Grafana?
I find that the alerting UI in Grafana can be complex for new users. While it is very powerful, it takes time to learn the differences between contact points, notification policies, and silences. T...
 

Comparisons

 

Overview

 

Sample Customers

Information Not Available
Microsoft, Adobe, Optum, Sky, Nvidia, Roblox, Wells Fargo, BlackRock, Informatica, Maersk, Daimler Truck, SNCF, Atlassian, DHL, SAP, JPMorgan Chase, Cisco, Citi and many others.
Find out what your peers are saying about Datadog, Dynatrace, Splunk and others in Application Performance Monitoring (APM) and Observability. Updated: February 2026.
881,733 professionals have used our research since 2012.