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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
8.0
Reviews Sentiment
6.9
Number of Reviews
49
Ranking in other categories
Application Performance Monitoring (APM) and Observability (5th)
Monte Carlo
Average Rating
9.0
Reviews Sentiment
6.3
Number of Reviews
1
Ranking in other categories
Data Quality (27th), 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 3.1%, down 6.7% compared to last year.
Monte Carlo, on the other hand, focuses on Data Observability, holds 27.6% mindshare, down 34.2% since last year.
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Grafana3.1%
Dynatrace6.0%
Datadog5.2%
Other85.7%
Application Performance Monitoring (APM) and Observability
Data Observability Mindshare Distribution
ProductMindshare (%)
Monte Carlo27.6%
Unravel Data16.1%
Acceldata12.7%
Other43.599999999999994%
Data Observability
 

Featured Reviews

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.
PR
Associate Sr. Manager at Financial Insight Technology, Inc.
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 is a stable, reliable product."
"The best thing about Grafana is the visualization. The colors and the ease of use make it very user-friendly."
"It is easy to change and move virtual servers."
"Grafana integrates with some of the tools we've chosen beforehand, and while I'm not the right person to elaborate on this since I'm more focused on managing big teams, the teams working with it seem happy."
"The most valuable feature of Grafana is the ease to build dashboards from observability construction. Additionally, the page services and integration are good."
"The dashboards are the most valuable features."
"If you want a scalable solution, better visualization, optimization, centralized monitoring, and improved troubleshooting, then you can choose Grafana without any doubts in your mind."
"The most important feature of Grafana is its alarm formatting capability."
"It makes organizing work easier based on its relevance to specific projects and teams."
 

Cons

"​The security needs to be improved, such as the capacity to add permissions on dashboards.​"
"If there was an issue on one node, we couldn't drill down and see all the issues on other nodes."
"There are not a lot of plugins for financial market monitoring."
"All the features are complicated."
"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."
"The product's configuration for saving files could be improved."
"Grafana doesn't provide anything for reporting."
"I find that the alerting UI in Grafana can be complex for new users."
"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."
"​Grafana is free and open source.​"
"I give the price an eight out of ten."
"Since Grafana is an open-source solution, it is free of cost."
"I use the open source model so it is free."
"My company uses the open-source version of Grafana, so it's free."
"The solution is expensive."
"I am using an open-source version"
"The product has moderate pricing."
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Top Industries

By visitors reading reviews
Financial Services Firm
18%
Computer Software Company
11%
Manufacturing Company
9%
Comms Service Provider
6%
Computer Software Company
11%
Financial Services Firm
10%
Retailer
8%
Manufacturing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise10
Large Enterprise25
No data available
 

Questions from the Community

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...
What is your primary use case for Grafana?
My main use case for Grafana involves operational dashboarding and data visualization, where I use it as a central pane of glass to pull in metrics from multiple sources like Prometheus, Elasticsea...
What is your experience regarding pricing and costs for Monte Carlo?
My experience with pricing, setup cost, and licensing indicates that pricing is commensurate with the enterprise-grade observability. While initial setup, particularly tuning the monitors, demands ...
What needs improvement with Monte Carlo?
Some improvements I see for Monte Carlo include alert tuning and noise reduction, as other data quality tools offer that. While its anomaly detection is powerful, it sometimes generates alerts that...
What is your primary use case for Monte Carlo?
Our main use case for Monte Carlo is in the energy sector where it has been central to helping us ensure we have trusted and reliable data across our critical operational and business data pipeline...
 

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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