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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
6.6
Number of Reviews
47
Ranking in other categories
Application Performance Monitoring (APM) and Observability (5th)
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 5.2%, down 6.7% compared to last year.
Monte Carlo, on the other hand, focuses on Data Observability, holds 33.5% mindshare, down 36.0% since last year.
Application Performance Monitoring (APM) and Observability Market Share Distribution
ProductMarket Share (%)
Grafana5.2%
Dynatrace8.9%
Datadog7.4%
Other78.5%
Application Performance Monitoring (APM) and Observability
Data Observability Market Share Distribution
ProductMarket Share (%)
Monte Carlo33.5%
Anomalo12.8%
Acceldata12.6%
Other41.1%
Data Observability
 

Featured Reviews

Julian-Lewis - PeerSpot reviewer
Has provided real-time views and integrated insights across diverse data sources
The most valuable feature is Grafana's ability to plug in data or events and monitoring data from any kind of source. The graphing capability is what I use the most. I have made use of Grafana's customizable dashboards and templating features. These features have enhanced my data visualization and analytical processes by enabling me to give real-time views to our end-users of what they're doing or what their service is doing. The historical and trend data allow people to pull up data from Grafana and from whatever source to display it and examine how an environment is being used. I have employed real-time metric visualization capabilities for monitoring and real-time views. These dashboards can also be used as historical views, pulling out more data. The effectiveness of Grafana in delivering real-time notifications through its alerting system is quite good. The widgets are able to highlight errors if they happen in real-time on the dashboard. The alerting functionality is improving. I generally tend to use the monitoring tool for alerting rather than Grafana, but I have had to use Grafana occasionally without any issues.
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

"Grafana is a very scalable product. It's a really good product."
"It is easy to change and move virtual servers."
"Great capacity planning and the solution has a great GUI."
"The most valuable feature of the solution is the UI dashboard because we need to create a dashboard on Grafana to monitor our data."
"The best feature was the creation of graphs and trends."
"It integrates well with other solutions."
"Grafana is able to connect with multiple data sources, unlike Elasticsearch."
"Grafana is stable and has great engineers."
"It makes organizing work easier based on its relevance to specific projects and teams."
 

Cons

"I had issues with the solution's configuration part."
"Lacks event management which affects our DevOps people."
"We need different kinds of applications in our infrastructure to see information in Grafana."
"It would be helpful if Grafana provided more information and training on how to use Prometheus."
"I would give it a ten if it were much simpler for users who just want to get a simple objective in Grafana and are not experienced with technical configuration."
"I find issues with Grafana. For example, I am unable to open some services there. Then, we have to open ten different tabs to get it fixed. And it's annoying when there's something going on; we want to check Grafana, and it throws four different errors."
"The look and feel of the charting and graph capabilities in Grafana could improve. If they provided a storyboard type of feature as they have in other solutions, such as PowerBI. The multi-tenanted and stitch metrics features could improve."
"I have a problem with Grafana in the area of documentation."
"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

"You need to purchase the solution's license for its commercial use."
"The solution is expensive."
"I give the price an eight out of ten."
"I am using an open-source version"
"Since Grafana is an open-source solution, it is free of cost."
"​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."
"My company uses the open-source version of Grafana, so it's free."
"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%
Comms Service Provider
6%
Computer Software Company
15%
Manufacturing Company
9%
Retailer
8%
Financial Services Firm
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise8
Large Enterprise24
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?
Grafana could be improved through enhancement of graphs and visualizations and providing more integrations. Grafana is going to start working with OpenTelemetry, which would be helpful to have the ...
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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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