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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
14th
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
6.6
Number of Reviews
11
Ranking in other categories
Non-Relational Databases (1st), Open Source Databases (9th), Network Monitoring Software (22nd), NoSQL Databases (4th)
 

Mindshare comparison

As of August 2025, in the IT Infrastructure Monitoring category, the mindshare of Grafana Enterprise Stack is 0.9%, up from 0.5% compared to the previous year. The mindshare of InfluxDB is 0.6%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
IT Infrastructure Monitoring
 

Featured Reviews

Muralitharan KS - PeerSpot reviewer
Effective data visualization and effortless integration with Kubernetes
Grafana's most valuable feature is its ability to provide a graphical representation of data collected from various sources. It categorizes signals accurately and is easy to integrate with Kubernetes or OpenShift clusters using Helm charts. It helps administrators put in minimal effort due to its automatic data source collection capabilities.
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

"The dashboards are pretty good."
"Grafana's full observability stack, known as LGTM, is highly valuable."
"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, from 10 AM to 2 PM, we may experience high memory utilization. It helps us to solve these issues."
"Grafana has enough features around dashboard management. It's got enough plugins to create your dashboards."
"The ability to graph actual, live, or on-the-fly activity is valuable; it is an added value to work with Grafana Enterprise Stack and to display results or logs, which are huge in nature, in graphical characters."
"Grafana's full observability stack, known as LGTM, is highly valuable."
"Grafana's most valuable feature is its ability to provide a graphical representation of data collected from various sources."
"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."
"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 most valuable features are aggregating the data and integration with Graphana for monitoring."
"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 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."
"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 from servers. It must be installed on Windows or Linux servers. During installation, ensure that the configuration file is correct to prevent issues. Once data is collected, it can be sent to InfluxDB. For visualization, you can use open-source tools like Grafana."
"The platform operates very quickly. It is easy to configure, connect, and query and integrates seamlessly with Grafana."
"The most valuable feature of the solution is we can use InfluxDB to integrate with and plug into any other tools."
 

Cons

"The connection between metrics, logs, and traces could be improved. Currently, one needs to ingest labels and timestamps for them to be connected, however, drilling down sometimes takes time."
"If Grafana Enterprise Stack could display transaction queries in dashboard format similar to New Relic, it would provide more options and capabilities for users."
"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."
"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."
"I have encountered occasional issues with false inputs or incorrect data in Grafana."
"In terms of what Grafana provides, it just provides the charting tools. Everything else is third-party."
"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."
"InfluxDB cannot be used for high-cardinality data. It's also difficult and time-consuming to write queries, and there are some issues with bulk API."
"The solution doesn't have much of a user interface."
"It is challenging to get long-running backups while running InfluxDB in a Microsoft Azure Kubernetes cluster."
"One area for improvement is the querying language. InfluxDB deprecated FluxQL, which was intuitive since developers are already familiar with standard querying."
"I've tried both on-premises and cloud-based deployments, and each has its limitations."
"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."
"The error logging capability can be improved because the logs are not very informative."
 

Pricing and Cost Advice

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

By visitors reading reviews
Energy/Utilities Company
17%
Financial Services Firm
14%
Manufacturing Company
11%
Computer Software Company
11%
Financial Services Firm
12%
Computer Software Company
11%
Comms Service Provider
8%
Manufacturing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

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?
I believe there are some areas for improvement in the product. Something that could be better is the time series functionality. If we choose a longer time range, it averages out some of the visibil...
What is your primary use case for Grafana Enterprise Stack?
I am using Grafana Enterprise Stack just for monitoring purposes. The main use case is monitoring, and Grafana Enterprise Stack gives all the historical trends, which makes it easy to understand ho...
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: July 2025.
865,384 professionals have used our research since 2012.