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Grafana vs Monte Carlo 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

Grafana
Average Rating
7.8
Reviews Sentiment
7.0
Number of Reviews
46
Ranking in other categories
Application Performance Monitoring (APM) and Observability (6th)
Monte Carlo
Average Rating
9.0
Number of Reviews
1
Ranking in other categories
Data Observability (1st)
 

Mindshare comparison

Grafana and Monte Carlo aren’t in the same category and serve different purposes. Grafana is designed for Application Performance Monitoring (APM) and Observability and holds a mindshare of 6.3%, up 6.0% compared to last year.
Monte Carlo, on the other hand, focuses on Data Observability, holds 32.7% mindshare, down 40.2% since last year.
Application Performance Monitoring (APM) and Observability
Data Observability
 

Featured Reviews

Vikash-Agarwal - PeerSpot reviewer
Displays data visually from multiple sources while integrating seamlessly with existing systems
Grafana provides a user-friendly interface for viewing infrastructure metrics through dashboards. It integrates with Prometheus to pull data and offers a straightforward setup process. Users can monitor metrics with greater ease, and the tool aids in quickly identifying issues by providing a visual representation of data. Grafana's integration capability is straightforward, which facilitates building dashboards as needed.
PR
Provides centralized data observability features and has an easy-to-use user interface.
The product's initial setup is in a daily improvement stage, deploying new plugins for upstream and downstream resources. It takes 25 minutes to complete. The process involves integrating with third-party services for Single Sign-On (SSO). It requires only one executive for maintenance as it has easy-to-use navigation and user interface.

Quotes from Members

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

Pros

"It excels in providing comprehensive details when there are downtimes or fluctuations, offering thorough reports."
"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."
"Provides good dashboard visualization."
"Great capacity planning and the solution has a great GUI."
"I find Grafana beneficial due to its numerous plugins."
"We can write queries in different languages, which is beneficial for visualization."
"It integrates well with other solutions."
"Grafana provides a user-friendly interface for viewing infrastructure metrics through dashboards."
"It makes organizing work easier based on its relevance to specific projects and teams."
 

Cons

"The interface is not well-liked by my customers."
"It would be helpful if they simplified the data source."
"It would be helpful if Grafana provided more information and training on how to use Prometheus."
"The formatting could be better."
"It's difficult to see the trends on the graph when the range is too long."
"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."
"Writing queries can be a bit difficult because the syntax must be maintained."
"One area for improvement in Grafana is that depending on your version, you have to pay for the features, making the license expensive. It would be great if the licensing model could be more flexible. In the next release of Grafana, I want cluster creation to be available, which would help in Grafana deployment and scaling. Currently, the scaling process for the solution is a bit complicated."
"For anomaly detection, the product provides only the last three weeks of data, while some competitors can analyze a more extended data history."
 

Pricing and Cost Advice

"We are using the open-source license."
"You need to purchase the solution's license for its commercial use."
"It's free of cost; it operates as an open-source tool."
"Since Grafana is an open-source solution, it is free of cost."
"My company uses the open-source version of Grafana, so it's free."
"We use the open-source version of Grafana."
"​Grafana is free and open source.​"
"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."
"The product has moderate pricing."
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Top Industries

By visitors reading reviews
Financial Services Firm
20%
Computer Software Company
14%
Manufacturing Company
9%
Retailer
6%
Computer Software Company
18%
Financial Services Firm
9%
Manufacturing Company
9%
Retailer
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

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?
The costs associated with using Grafana are somewhere in the ten thousands because we are able to control the logs in a more efficient way to reduce it. That is pretty much great for us.
What needs improvement with Grafana?
The whole AI capability would be useful for Grafana in the future, and while I don't think we're mature yet, I would want to see improvements, especially in the tracing part, where following differ...
What do you like most about Monte Carlo?
It makes organizing work easier based on its relevance to specific projects and teams.
What needs improvement with Monte Carlo?
For anomaly detection, the product provides only the last three weeks of data, while some competitors can analyze a more extended data history. This feature needs improvement. Its price could be a ...
 

Comparisons

 

Overview

 

Sample Customers

Microsoft, Adobe, Optum, Sky, Nvidia, Roblox, Wells Fargo, BlackRock, Informatica, Maersk, Daimler Truck, SNCF, Atlassian, DHL, SAP, JPMorgan Chase, Cisco, Citi and many others.
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