InfluxDB vs Pandora FMS comparison

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InfluxDB

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Executive SummaryUpdated on Oct 9, 2024

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InfluxDB and Pandora FMS compete in time-series data management and IT monitoring. InfluxDB excels in handling time-series data, while Pandora FMS stands out for its monitoring features.

Features: InfluxDB is known for its high performance in time-series data handling, scalability, and a query language optimized for such data. Pandora FMS provides extensive monitoring capabilities, flexible configuration, and an integrated alert system.

Room for Improvement: InfluxDB could enhance its monitoring features, provide more configuration options, and expand its alert systems. Pandora FMS could improve its time-series data handling, further streamline its deployment process, and enhance scalability options.

Ease of Deployment and Customer Service: InfluxDB offers straightforward deployment with cloud-native options for quick setup and integrations. Pandora FMS provides flexible on-premise and cloud deployments with detailed customization and robust customer service support.

Pricing and ROI: InfluxDB has a manageable setup cost with a focus on scaling for a solid ROI, especially for time-series solutions. Pandora FMS may involve a higher initial cost but delivers value through extensive features offering a comprehensive ROI for broader IT monitoring needs.

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To learn more, read our detailed InfluxDB vs. Pandora FMS Report (Updated: September 2026).

InfluxDB vs. Pandora FMS

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Helped 913,924 peers since 2012

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

InfluxDB

Ranking in Network Monitoring Software

14th

Ranking in IT Infrastructure Monitoring

12th

Average Rating

8.0

Reviews Sentiment

6.5

Number of Reviews

Ranking in other categories

Non-Relational Databases (1st), Open Source Databases (7th), NoSQL Databases (6th)

Pandora FMS

Ranking in Network Monitoring Software

66th

Ranking in IT Infrastructure Monitoring

58th

Average Rating

9.2

Reviews Sentiment

7.6

Number of Reviews

Ranking in other categories

Server Monitoring (26th), Log Management (59th), Cloud Monitoring Software (39th)

Mindshare comparison

As of September 2026, in the Network Monitoring Software category, the mindshare of InfluxDB is 0.5%, up from 0.4% compared to the previous year. The mindshare of Pandora FMS is 0.7%, up from 0.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Network Monitoring Software Mindshare Distribution
Product	Mindshare (%)
InfluxDB	0.5%
Pandora FMS	0.7%
Other	98.8%

Network Monitoring Software

Featured Reviews

Mugeesh Husain

Team Lead, Software at Energybox

Time series data has been managed efficiently for IoT sensors but reporting still needs improvement

How InfluxDB can be improved is relevant since for Energy Box, we face certain issues. We have customers worldwide, including the United States, United Kingdom, and Europe, but when we expanded to China two years ago, they indicated that they do not support the cloud version there. Our application is built on the cloud, which required us to create a separate application for Azure China, which was painful for us. The second issue involves frequent version changes. For example, we started with version one, transitioned to version two, and I heard they are considering InfluxDB version three, reverting to earlier practices. InfluxDB should improve without completely changing its approach. Now we have to redo our work for InfluxDB version three. Regarding needed improvements, the documentation is sufficient, but pricing presents a challenge. InfluxDB has standard pricing, which is acceptable for large companies. However, for startups in our position, they should provide special discounts so everyone can utilize it. The pricing should adapt as companies grow, which is a reasonable expectation.

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Gabriel Glusgold

Asociado/ at Infraestructura Informática

Personalized metrics; simplicity of data

My primary use case for Pandora is monitoring This solution has helped us improve our organization by allowing us to create a lot of metrics on several platforms, including Windows, Linux, and Unix. We then use these Pandora metrics to create an interface. We then pass the interface off to the…

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Quotes from Members

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

Pros

"As a time series database, it is very powerful and lightweight, and it can deal with heavy workloads very easily."

"InfluxDB works as expected with excellent scalability and stability, which is critical for our application."

"While I would rate InfluxDB a ten on a scale of one to ten, users should be thoughtful about matching the engine to their specific needs."

"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."

"Prior to InfluxDB usage, real-time data was not visualized and monitored, and after the introduction of InfluxDB in the entire framework, the organization is benefiting a lot in terms of monitoring and understanding performance data in real-time."

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

"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."

"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."

More InfluxDB pros

"In comparison with most monitoring software, this software is incredibly easy to use."

"The support from Pandora FMS is legendary."

"We are consultants and thanks to Pandora can detect a lot of disasters that other companies can't, and we can offer high availability of the system to the client."

"The solution is so lightweight that with only 4GB of ram, it allows keeping track of up to two hundred agents from a single console."

"It allows me to quickly see the status of all of my printers, switches, computers, and virtual machines to determine if any system has fallen."

"This solution has screens that are easy to understand and provide a wealth of information."

"The solution has good dashboards and graphics."

"Thanks to its flexibility, I have been able to adapt the tool to our servers and find out quickly how their console works."

More Pandora FMS pros

Cons

"It is challenging to get long-running backups while running InfluxDB in a Microsoft Azure Kubernetes cluster."

"However, I do wish the documentation and community resources around Flux were more extensive and beginner-friendly."

"One area for improvement is the querying language. InfluxDB deprecated FluxQL, which was intuitive since developers are already familiar with standard querying."

"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."

"If it gets a little bit more into the metric side, then it would really be great, similar to Prometheus."

"However, I cannot ignore the challenges I faced while configuring the database with my message brokers, whether Rabbit or Kafka, because the documentation is not properly provided."

"InfluxDB can be improved by addressing issues such as performance drops, queries being more difficult to understand, and its high memory usage."

"I haven't seen a return on investment; unfortunately, I cannot share relevant metrics such as time saved, fewer employees needed, or money saved."

More InfluxDB cons

"I think some improvements to the Android app would be good."

"In the future, we may have double the number of devices, and we do not want to have any issues with performance in the data display."

"This solution requires proper training to get 100% out of it."

"We would like the real-time monitoring of an interface to be improved within this solution."

"We would like to see improvement in the mainframe integration that this solution is capable of."

"Third-party integration should be improved for some commonly used products such as Universal CMDB."

"An update to the Android app would be appreciated."

"Their support is good, but it is just online communication. It would be great to be able to just call someone and talk to them instead of always writing. It works well for me because I am a decent communicator in email, but some people might find it difficult to describe in a written fashion and communicate with them that way. There is a learning curve to the interface, but once you get used to it, it is actually very powerful. They have a lot of options, but people struggle with the interface. They've improved it though, and it is getting better. They need to keep improving the learning curve to help buy-in. I'm the guy that manages it, so I'm comfortable with it. They can refine the upgrade agents to be easier. They can also do more refinement in end-user usability because not everyone is strong technically, and people who aren't strong technically might be averse to the product, even though it has come a long way. It has a complete GUI and everything."

More Pandora FMS cons

Pricing and Cost Advice

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

"The tool is an open-source product."

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

"You have to pay for the number of agents and models that you are monitoring. I would rate the cost at three with one being the most expensive and five being the cheapest."

"My rule of thumb would be that if you need more than thirty agents, and you lack an automation tool such as Chef or Puppet, you will save a lot of time and money going to the Enterprise edition."

"They are very competitive on the pricing side. That's one reason why my manager keeps using it."

"Pandora FMS is easy to implement and the pricing of licenses is competitive."

"Growing the solution or migrating to the Enterprise version is easy, and various plans are available."

"You get the license and it includes updates, new versions, and access to the complete library of modules."

"The Open Source Community Edition is great to just explore the software, or use it on medium-sized infrastructures."

"Only one payment and it includes support, updates, new versions, and access to the complete library of plugins except for SAP and z/OS."

More Pandora FMS pricing and cost advice

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Top Industries

By visitors reading reviews

Comms Service Provider

11%

Financial Services Firm

10%

Manufacturing Company

10%

Outsourcing Company

Comms Service Provider

21%

Construction Company

12%

Outsourcing Company

11%

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	9
Midsize Enterprise	5
Large Enterprise	9

By reviewers
Company Size	Count
Small Business	11
Midsize Enterprise	4
Large Enterprise	3

Questions from the Community

What needs improvement with InfluxDB?

If the dashboarding facility can be improved in terms of the visualization parameters and the amount of support available from the community, as well as having smarter alerts to send those alerts t...

See all answers

What is your primary use case for InfluxDB?

My main use case for InfluxDB is to inject all my performance data and visualize it as a data source into Grafana. My data comes from JMeter from a plugin, which is inserting data to InfluxDB, and ...

See all answers

What advice do you have for others considering InfluxDB?

It is good to start with InfluxDB to stabilize your data, visualize your data, and have the data stored on a time-series basis. I would recommend everyone to get into InfluxDB and start using it. T...

See all answers

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Product Reports

InfluxDB

Download InfluxDB product report

Download Pandora FMS product report

Overview

InfluxDB offers efficient time series data handling with fast writes, optimized storage, and seamless Grafana integration, making it ideal for high-volume applications like crypto trading and real-time monitoring. Its SQL-like query language and cloud-based options enhance user experience and system scalability.

InfluxDB stands out with its ability to handle high-volume time series data efficiently, thanks to fast data writes and efficient compression. It is highly scalable, providing clustering features for improved performance management. Integration with Grafana enhances visualization, making it easier to analyze complex data through a user-friendly SQL-like query language. Real-time monitoring, historical data access, and proactive alerts enhance system reliability. Its cloud offering simplifies maintenance and operations, making it attractive for users seeking an efficient time series database.

What are the key features of InfluxDB?

Fast Data Writes: Ensures quick data handling necessary for real-time applications.
Optimized Storage: Reduces space requirements and improves performance.
Efficient Compression: Supports high-volume data like time series, enhancing throughput.
Grafana Integration: Supports seamless visualization and analysis of data.
SQL-like Query Language: Simplifies complex data operations with user-friendly queries.

What benefits or ROI can users expect?

Enhanced Performance: Fast processing and optimized storage for better application responsiveness.
Scalability: Clustering features ensure adaptability to growing data volumes.
Improved Reliability: Proactive alerts and real-time monitoring prevent system downtimes.
Ease of Use: SQL-like language and intuitive visuals improve user accessibility.

InfluxDB is applied extensively in industries handling high-volume data needs. For sensor data storage in production environments, it offers reliable performance. Its role in server management metrics and performance monitoring is crucial for maintaining optimal operations. In crypto market data collection, it supports fast-paced trading environments. Industries use it for real-time tracking, like maritime vessel monitoring, leveraging its rapid data handling and visualization capabilities. Its applications also extend to IoT environments, API performance tracking, HVAC systems, and log aggregation, often integrating with Prometheus, Docker, and AWS to enhance system capabilities.

InfluxData

Pandora FMS offers comprehensive monitoring for IT infrastructure and services, supporting hybrid environments and enhancing operational efficiency with customizable architecture and seamless tool integration.

Pandora FMS provides a user-friendly platform for monitoring servers, network devices, and applications across virtual and cloud environments. Its agent options, centralized management, and high availability configurations allow it to support extensive network infrastructures. Offering robust alarm systems and lightweight operation, it adapts to enterprise needs, whether large or small. Users benefit from flexible metrics and plugins, although improvements in automation, analytics, and expanded API integration are anticipated. Challenges include interface instability in older versions and the need for improved dashboard customization, real-time monitoring, and cloud integration.

What features does Pandora FMS offer?

All-in-One Monitoring: Supports a wide range of platforms and devices for comprehensive visibility.
Customizable Architecture: Integrates seamlessly with external tools for tailored solutions.
High Availability Configurations: Ensures continuous monitoring and operation.
Flexible Metrics and Plugins: Enables tailored monitoring setups for diverse needs.

What are the benefits and ROI?

Enhanced Operational Efficiency: Streamlines monitoring processes and improves time management.
Scalability: Adapts to growing infrastructures without sacrificing performance.
Seamless Integration: Works well with existing IT tools and environments.
Comprehensive Coverage: Provides extensive oversight across a variety of platforms and environments.

In specific industries, Pandora FMS is utilized for IT service supervision, infrastructure monitoring, and network device management. Organizations leverage it to maintain network quality, ensure compliance, predict issues, and manage inventory and security. It supports both remote desktops and clients' systems, making it valuable for generating SLA reports and monitoring hybrid server environments. Pandora FMS's adaptability allows it to serve diverse sectors by facilitating efficient supervision and control.

Sample Customers

ebay, AXA, Mozilla, DiDi, LeTV, Siminars, Cognito, ProcessOut, Recommend, CATS, Smarsh, Row 44, Clustree, Bleemeo

Rakuten, Prosegur, Repsol, Teléfonica, Allianz, Ottawa Hospital, Hughes

InfluxDB vs. Pandora FMS