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: June 2026).

InfluxDB vs. Pandora FMS

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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

InfluxDB

Ranking in Network Monitoring Software

13th

Ranking in IT Infrastructure Monitoring

14th

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 (7th)

Pandora FMS

Ranking in Network Monitoring Software

68th

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 (60th), Cloud Monitoring Software (41st)

Mindshare comparison

As of June 2026, in the Network Monitoring Software category, the mindshare of InfluxDB is 0.5%, up from 0.3% compared to the previous year. The mindshare of Pandora FMS is 0.7%, up from 0.5% 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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MichaelMaack

Independent Consultant at Maack Consulting

The open architecture is easy to extend and enhance

Pandora could deliver better analytics out of the box. You can work around these limitations with the help of other tools like Grafana. The shortcomings are mostly on the graphical side. The built-in report generators are a bit limited in some areas. They could improve their management console's ability to monitor large environments could be improved. For example, SNMP management is only partially integrated into the management console.

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

"InfluxDB has played a key role in enhancing system reliability and supporting our goal of delivering a seamless, high-quality product."

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

"InfluxDB positively impacts my organization because I have optimized my database storage, and by using powerful queries, I am able to find my data logs efficiently and also manage logging."

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

"My advice for others looking into using InfluxDB is to use it the same way I did, because it is really stable, easy and friendly to use, and it is a great product overall."

"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."

"Because of reduced downtime, we benefit greatly from receiving alerts in advance."

"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."

More InfluxDB pros

"Pandora FMS (the Flexible Monitoring System) is an all-in-one package solution, and we can monitor our whole system with Service perspective."

"The most valuable features are auto-discovery and automatic detection of the network topology and network monitoring."

"The support from Pandora FMS is legendary."

"Stability is where they shine. It has been super stable. We have high-end monitoring for our data centers. We monitor all kinds of metrics in our two data centers. We monitor maybe over 2,500 checks, and the product that has been successful and always alerting us is Pandora."

"The administration of the console is very easy. I like that Pandora FMS is interactive and easy to manage."

"Pandora FMS is an all-in-one solution that is cost-efficient."

"Network monitoring is fun again with Pandora FMS."

"I like this solution a lot because it has a very large Hispanic community and the platform looks very friendly."

More Pandora FMS pros

Cons

"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."

"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."

"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."

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

"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."

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

"I chose an 8 out of 10 because there is room for improvement, such as regarding backups and enhanced security through other types of authentication or encrypted data in TLS."

More InfluxDB cons

"Pandora FMS is an overall great monitoring solution, but it does not have a community that is as large as Zabbix or Nagios."

"A nice feature in the next release would be an automation module to run workflow actions."

"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."

"Pandora FMS is relatively new, and the interface with the older version crashes at times. We have several different operating systems, such as Linux and Windows, and Pandora does not run as well in these."

"In its versions for Linux, in the beginning, it can be somewhat complicated to configure and implement."

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

"I sincerely believe that Pandora needs new ideas for functionality closer to advanced device security monitoring."

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

More Pandora FMS cons

Pricing and Cost Advice

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

"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."

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

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

"In terms of money, the Enterprise version is the cheapest that I have found after a market study."

"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."

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

"The open-source version offers 100% functionality and the hardware requirements for a solution like this one are very modest."

"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

Financial Services Firm

12%

Manufacturing Company

10%

Comms Service Provider

Construction Company

Comms Service Provider

16%

Construction Company

14%

Manufacturing Company

Outsourcing 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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Compared 8% of the time

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Compared 5% of the time

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Compared 5% of the time

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Compared 4% of the time

ConnectWise RMM vs Pandora FMS

Compared 4% of the time

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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