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Grafana Enterprise Stack vs InfluxDB comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Oct 9, 2024

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 Enterprise Stack
Ranking in IT Infrastructure Monitoring
13th
Average Rating
8.4
Reviews Sentiment
6.4
Number of Reviews
13
Ranking in other categories
No ranking in other categories
InfluxDB
Ranking in IT Infrastructure Monitoring
26th
Average Rating
8.2
Reviews Sentiment
6.8
Number of Reviews
12
Ranking in other categories
Non-Relational Databases (2nd), Open Source Databases (9th), Network Monitoring Software (27th), NoSQL Databases (5th)
 

Mindshare comparison

As of October 2025, in the IT Infrastructure Monitoring category, the mindshare of Grafana Enterprise Stack is 1.2%, up from 0.7% compared to the previous year. The mindshare of InfluxDB is 0.6%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
IT Infrastructure Monitoring Market Share Distribution
ProductMarket Share (%)
Grafana Enterprise Stack1.2%
InfluxDB0.6%
Other98.2%
IT Infrastructure Monitoring
 

Featured Reviews

Gregory Diana - PeerSpot reviewer
Offers very good charting capabilities and capable of automatically generating dashboards, even for a large number of data points
In terms of what Grafana provides, it just provides the charting tools. Everything else is third-party. It's like Node-RED. Node-RED is free, and you can choose an application, but that application depends on the person who's supporting it. If they decide not to support it, then you're stuck. However, I believe that it can't be improved or changed because people have to make money and make a living from it. Nothing will ever be changed. It depends on the software. Same as Windward. Windward just decided it could not support a large number of customers, so it focused on high-income, low-volume clients. Whereas Node-RED has millions of followers and fantastic support, the same as Grafana. Grafana is partly free, but it's your problem. That's how all these companies work. If you're big and you pay a lot of money, they'll pay attention to you.
DeepakR - PeerSpot reviewer
An open-source database that can be used to insert data
InfluxDB is generally stable, but we've encountered issues with the configuration file in our ticket stack. For instance, a mistake in one of the metrics out of a hundred KPIs can disrupt data collection for all KPIs. This happens because the agent stops working if there's an issue with any configuration part. To address this, it is essential to ensure that all configurations are part of the agent's EXE file when provided. This makes it easier to package the agent for server installation and ensures all KPIs are available from the server. Additionally, the agent cannot encrypt and decrypt passwords for authentication, which can be problematic when monitoring URLs or requiring authentication tokens. This requires additional scripting and can prolong service restart times.

Quotes from Members

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

Pros

"Grafana's most valuable feature is its ability to provide a graphical representation of data collected from various sources."
"The dashboards are pretty good."
"The most valuable features of Grafana for data visualization are its ability to create intuitive dashboards and its wide range of visualization options like graphs, charts, and tables."
"Compared to other packages, Grafana Enterprise Stack is user-friendly and easy to configure quickly."
"Grafana has enough features around dashboard management. It's got enough plugins to create your dashboards."
"It is truly reliable."
"Grafana's full observability stack, known as LGTM, is highly valuable."
"Grafana's full observability stack, known as LGTM, is highly valuable."
"The most valuable feature of the solution is we can use InfluxDB to integrate with and plug into any other tools."
"InfluxDB reduced my time to show data without any interruption, also reducing the number of people needed to manage the project; it is very good to have InfluxDB in my project."
"InfluxDB's best feature is that it's a cloud offering. Other good features include its time-series DB, fast time-bulk queries, and window operations."
"The most valuable features of InfluxDB are the documentation and performance, and the good plugins metrics in the ecosystem."
"In our case, it started with a necessity to fill the gap that we had in monitoring. We had very reactive monitoring without trend analysis and without some advanced features. We were able to implement them by using a time series database. We are able to have all the data from applications, logs, and systems, and we can use a simple query language to correlate all the data and make things happen, especially with monitoring. We could more proactively monitor our systems and our players' trends."
"InfluxDB works as expected with excellent scalability and stability, which is critical for our application."
"InfluxDB works as expected with excellent scalability and stability, which is critical for our application."
"The user interface is well-designed and easy to use. It provides a clear overview of the data, making it simple to understand the information at hand."
 

Cons

"The tool needs to show only fewer updates."
"They could use more small tutorials to explain a bit about how Grafana works."
"The solution should include integration with Power BI."
"In terms of what Grafana provides, it just provides the charting tools. Everything else is third-party."
"I have encountered occasional issues with false inputs or incorrect data in Grafana."
"I find Grafana really hard to configure. It's difficult to build the dashboard, and it's non-intuitive. In my opinion, it's very difficult to work with Grafana."
"Integrating AI capabilities for automated self-healing and reduced manual interventions would be valuable."
"The connection between metrics, logs, and traces could be improved."
"One area for improvement is the querying language. InfluxDB deprecated FluxQL, which was intuitive since developers are already familiar with standard querying."
"In terms of features that I would like to see or have, in the community version, some features are not available. I would like to have clustering and authentication in the community version."
"The interface of InfluxDB is so complex and should be made easier for non-technical people."
"The solution doesn't have much of a user interface."
"InfluxDB can improve by including new metrics on other technologies. They had some changes recently to pool data from endpoints but the functionality is not good enough in the industry."
"The solution's UI can be more user-friendly."
"The error logging capability can be improved because the logs are not very informative."
"It is challenging to get long-running backups while running InfluxDB in a Microsoft Azure Kubernetes cluster."
 

Pricing and Cost Advice

"I use the tool's free license."
"We are using the open-source version of InfluxDB."
"InfluxDB recently increased its price. It is very expensive now."
"The tool is an open-source product."
"InfluxDB is open-source, but there are additional costs for scaling."
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Top Industries

By visitors reading reviews
Energy/Utilities Company
18%
Financial Services Firm
14%
Manufacturing Company
11%
Computer Software Company
9%
Financial Services Firm
11%
Computer Software Company
10%
University
9%
Manufacturing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise1
Large Enterprise6
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise3
Large Enterprise6
 

Questions from the Community

What do you like most about Grafana Enterprise Stack?
The tool's most valuable feature is real-time monitoring. It helps in securing the application or the node by allowing us to monitor and manage resource consumption during peak times. For instance,...
What needs improvement with Grafana Enterprise Stack?
The layout is good, but I think it needs some enhancement based on my experience. I might not have gotten deeper to understand more details, but I believe it needs more improvement. Scalability and...
What is your primary use case for Grafana Enterprise Stack?
I have been working for several months with Icinga, but after that, I moved forward to Zabbix, and now I might switch to Grafana Enterprise Stack. I am trying many alternatives to provide monitorin...
What do you like most about InfluxDB?
InfluxDB is a database where you can insert data. However, it would be best if you had different components for alerting, data sending, and visualization. You need to install tools to collect data ...
What needs improvement with InfluxDB?
It is challenging to get long-running backups while running InfluxDB in a Microsoft Azure Kubernetes cluster. Replicating data for on-prem development and testing is difficult. Having a SQL abstrac...
What is your primary use case for InfluxDB?
InfluxDB is the main component in our large enterprise-scale streaming data application for maritime vessels. We collect position data from vessels around the coast once per second, put it on a Kaf...
 

Overview

 

Sample Customers

1. Uber 2. PayPal 3. eBay 4. Sony 5. Red Hat 6. IBM 7. Cisco 8. Adobe 9. Expedia 10. Booking.com 11. Airbnb 12. LinkedIn 13. Twitter 14. Netflix 15. Spotify 16. Pinterest 17. Slack 18. GitLab 19. Docker 20. Atlassian 21. Salesforce 22. Microsoft 23. Google 24. Amazon 25. Facebook 26. Apple 27. Intel 28. Oracle 29. SAP 30. VMware 31. HP 32. Dell
ebay, AXA, Mozilla, DiDi, LeTV, Siminars, Cognito, ProcessOut, Recommend, CATS, Smarsh, Row 44, Clustree, Bleemeo
Find out what your peers are saying about Grafana Enterprise Stack vs. InfluxDB and other solutions. Updated: September 2025.
869,566 professionals have used our research since 2012.