Grafana Enterprise Stack vs InfluxDB comparison

Grafana Labs and InfluxData are both solutions in the IT Infrastructure Monitoring category. Grafana Labs is ranked #25 with an average rating of 8.2, while InfluxData is ranked #46 with an average rating of 8.3. Grafana Labs holds a 0.8% mindshare in IM, compared to InfluxData’s 0.5% mindshare. Additionally, 88% of Grafana Labs users are willing to recommend the solution, compared to 100% of InfluxData users who would recommend it.

Grafana Enterprise Stack

Read 9 Grafana Enterprise Stack reviews

692 Views
501 Comparison Views

88% willing to recommend

InfluxDB

Read 9 InfluxDB reviews

540 Views
406 Comparison Views

100% willing to recommend

Grafana Enterprise Stack

InfluxDB

Comparison Buyer's Guide

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Executive SummaryUpdated on Oct 9, 2024

InfluxDB and Grafana Enterprise Stack both serve in the data monitoring and analysis category, with Grafana potentially having the upper hand due to its advanced visualization features.

Features: InfluxDB includes a high-performance time-series database, efficient storage of time-stamped data, and fast querying capabilities. Grafana Enterprise Stack offers interactive dashboards, robust alerting mechanisms, and extensive visualization options.

Room for Improvement: InfluxDB could improve in scalability, integration with other systems, and user interface sophistication. Grafana Enterprise Stack may enhance its deployment complexity, cost management, and user onboarding process.

Ease of Deployment and Customer Service: InfluxDB offers a straightforward deployment process with strong support presence. Grafana Enterprise Stack has a more complex deployment model but provides comprehensive support resources.

Pricing and ROI: InfluxDB is noted for its cost-effectiveness and substantial ROI in handling time-series data. Grafana Enterprise Stack incurs higher initial costs but offers significant long-term benefits through its rich feature set.

To learn more, read our detailed Grafana Enterprise Stack vs. InfluxDB Report (Updated: March 2025).

Buyer's Guide

Grafana Enterprise Stack vs. InfluxDB

March 2025

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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

25th

Average Rating

8.2

Reviews Sentiment

7.5

Number of Reviews

Ranking in other categories

No ranking in other categories

InfluxDB

Ranking in IT Infrastructure Monitoring

46th

Average Rating

7.8

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Non-Relational Databases (3rd), Open Source Databases (12th), Network Monitoring Software (53rd), NoSQL Databases (5th)

Mindshare comparison

As of April 2025, in the IT Infrastructure Monitoring category, the mindshare of Grafana Enterprise Stack is 0.8%, up from 0.3% compared to the previous year. The mindshare of InfluxDB is 0.5%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

IT Infrastructure Monitoring

Featured Reviews

Gregory Diana

Managing Director at Exponential Energy (Pty) Ltd

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.

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PedroCampos

Senior DevOps at Light And Wonder

A powerful, lightweight time series database with a simple query language and easy setup

Influx has TICK Stack, which contains multiple services and multiple products that work together. InfluxDB is just a time series database, and it works really well. I haven't yet had the time to look into the new stack based on Influx 2.0, but currently, as a time series database, InfluxDB is working the way it is supposed to work. 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. I would also like to have high availability features, such as replication, active-active, etc. If they can put an extra plugin or service on top of it, it would be something interesting. I am not sure if they have high availability to make it data center-aware for clustering. For example, I am not sure whether you can have it at different locations with big clusters that are location-aware. Even in their documentation or presentation, they talk too little about high availability and extended clusters with different locations. They might already have it in the newer versions. We have Influx 1.8 in our production in the stage and internal workloads environments. The other products in their ecosystem, such as Chronograf, can be improved. Chronograf is a dashboarding or visualization layer product, and that, for sure, can be improved.

Read full review

Quotes from Members

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

Pros

"Grafana's full observability stack, known as LGTM, is highly valuable."

"The most valuable feature of Grafana Enterprise Stack is the dashboards."

"Grafana has enough features around dashboard management. It's got enough plugins to create your dashboards."

"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."

"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."

"Our productivity has improved with its use."

"Grafana's full observability stack, known as LGTM, is highly valuable."

More Grafana Enterprise Stack pros

"The most valuable features are aggregating the data and integration with Graphana for monitoring."

"The solution is very powerful."

"The platform operates very quickly. It is easy to configure, connect, and query and integrates seamlessly with Grafana."

"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."

"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'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 feature of the solution is we can use InfluxDB to integrate with and plug into any other tools."

More InfluxDB pros

Cons

"The connection between metrics, logs, and traces could be improved."

"The solution should include integration with Power BI."

"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."

"In terms of what Grafana provides, it just provides the charting tools. Everything else is third-party."

"They could use more small tutorials to explain a bit about how Grafana works."

"The tool needs to show only fewer updates."

"I have encountered occasional issues with false inputs or incorrect data in Grafana."

"Integrating AI capabilities for automated self-healing and reduced manual interventions would be valuable."

More Grafana Enterprise Stack cons

"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."

"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 solution's UI can be more user-friendly."

"The error logging capability can be improved because the logs are not very informative."

"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 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."

"I've tried both on-premises and cloud-based deployments, and each has its limitations."

Pricing and Cost Advice

"I use the tool's free license."

"We are using the open-source version of InfluxDB."

"The tool is an open-source product."

"InfluxDB recently increased its price. It is very expensive now."

"InfluxDB is open-source, but there are additional costs for scaling."

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Top Industries

By visitors reading reviews

Energy/Utilities Company

16%

Financial Services Firm

13%

Computer Software Company

11%

Manufacturing Company

10%

Financial Services Firm

14%

Computer Software Company

12%

Manufacturing Company

Educational Organization

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,...

See all answers

What needs improvement with Grafana Enterprise Stack?

From an analytics perspective, the integration of AI would be a beneficial improvement for Grafana Enterprise Stack.

See all answers

What is your primary use case for Grafana Enterprise Stack?

Our primary use case for Grafana Enterprise Stack includes monitoring cluster utilization, taking care of impact avoidance, conducting upgrades, ensuring storage memory does not become full, and id...

See all answers

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 ...

See all answers

What needs improvement with InfluxDB?

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 coll...

See all answers

What is your primary use case for InfluxDB?

I use the solution to store and manage data from various sensors in a production environment. I have developed a system where data from these sensors is communicated through an OPC UA receiver and ...

See all answers

Comparisons

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Compared 39% of the time

OpsRamp vs Grafana Enterprise Stack

Compared 19% of the time

VMware Aria Operations for Applications vs Grafana Enterprise Stack

Compared 12% of the time

Cisco Intersight vs Grafana Enterprise Stack

Compared 10% of the time

WhatsUp Gold vs Grafana Enterprise Stack

Compared 7% of the time

More Grafana Enterprise Stack Competitors

MongoDB vs InfluxDB

Compared 29% of the time

ClickHouse vs InfluxDB

Compared 20% of the time

ScyllaDB vs InfluxDB

Compared 7% of the time

Cassandra vs InfluxDB

Compared 6% of the time

PostgreSQL vs InfluxDB

Compared 5% of the time

More InfluxDB Competitors

Product Reports

Buyer's Guide

Grafana Enterprise Stack

April 2025

Download Grafana Enterprise Stack product report

Buyer's Guide

InfluxDB

April 2025

Download InfluxDB product report

Overview

Grafana Enterprise Stack is a powerful tool for real-time data monitoring and visualization. With its flexible and scalable features, it is widely used for creating dashboards, analyzing metrics, and gaining insights into infrastructure, databases, and applications.

Its valuable features include powerful visualization capabilities, extensive data source integrations, customizable dashboards, a user-friendly interface, and a robust alerting system. Users appreciate its flexibility, scalability, and ability to integrate with different data sources, making it suitable for a wide range of industries and use cases.

Grafana Labs

InfluxDB is open-source software that helps developers and enterprises alike to collect, store, process, and visualize time series data and to build next-generation applications. InfluxDB provides monitoring and insight on IoT, application, system, container, and infrastructure quickly and easily without complexities or compromises in scale, speed, or productivity.

InfluxDB has become a popular insight system for unified metrics and events enabling the most demanding SLAs. InfluxDB is used in just about every type of industry across a wide range of use cases, including network monitoring, IoT monitoring, industrial IoT, and infrastructure and application monitoring.

InfluxDB offers its users:

Infrastructure and application monitoring: Collect, process, and analyze real-time data from edge devices to help optimize distributed infrastructure.

IoT monitoring and analytics: InfluxDB is designed to store large volumes of time series data and quickly perform real-time analysis on that data. Gain insights from all the sensor data and use the collected data to create and perform automated tasks.

Network monitoring: Manage responsive and high-performing networks with widely distributed resources.

InfluxDB Benefits

There are several benefits to using InfluxDB . Some of the biggest advantages the solution offers include:

APIs and ready toolset: InfluxDB can be accessed via a set of powerful tools enabling users to get started quickly, with less programming required. This includes a REST API, extensive client libraries, a wide variety of open-source integrations, and Flux - a functional data scripting language for querying, analysis, and events. The InfluxDB API can be used to write data from edge devices to the InfluxDB instance

Time series engine: Get any data - events, logs, traces - from any edge device - systems, sensors, queues, databases, and networks. This data is stored in a powerful and high-performing engine capable of ingesting millions of data points per second.

Community: InfluxDB has a large community of cloud and open-source developers ready to assist users.

Ready-made templates: Use InfluxDB Templates, a set of tools with a packager and other ready monitoring solutions. These tools allow users to share their monitoring expertise with coworkers and other community members around the world. The Templates gallery offers available templates for some of the most popular tools and applications.

Enhanced UI: InfluxDB’s UI includes an explorer, dashboarding tools, and a script editor. Use it to easily browse the collected metric and event data and apply common transformations. The dashboarding tool comes with a variety of visualization options that help users view insights from the data. The script editor assists users to quickly master Flux with easily accessible examples, auto-completion, and real-time syntax checking.

Reviews from Real Users

InfluxDB stands out among its competitors for a number of reasons. Two major ones are its flexible integration options and its data aggregation feature.

Shalauddin Ahamad S., a software engineer at a tech services company, notes, “The most valuable features are aggregating the data and the integration with Grafana for monitoring.”

InfluxData

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

Buyer's Guide

Grafana Enterprise Stack vs. InfluxDB

March 2025

Free Report: Grafana Enterprise Stack vs. InfluxDB

Find out what your peers are saying about Grafana Enterprise Stack vs. InfluxDB and other solutions. Updated: March 2025.

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