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.

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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

"The most valuable features of InfluxDB are the documentation and performance, and the good plugins metrics in the ecosystem."

"The solution is very powerful."

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

"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."

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

"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."

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

"InfluxDB has positively impacted Energy Box by being the best choice for our needs."

More InfluxDB pros

"This product has allowed us to identify and correct certain issues that were affecting our solution."

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

"Thanks to this software and to the work of the support team, we have everything under control."

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

"Features I have found most valuable with Pandora are the personalized metrics and the simplicity of data."

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

"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."

More Pandora FMS pros

Cons

"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."

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

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

"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."

"Customer support is fair enough but can be improved."

"The interface of InfluxDB is so complex and should be made easier for non-technical people."

"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."

More InfluxDB cons

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

"The product lacks APIs for integration with other systems and we have issues with monitoring."

"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."

"I find that this software is resource heavy, and demands a lot of processing capacity."

"The price for Pandora FMS is expensive."

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

"Pandora could deliver better analytics out of the box."

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

More Pandora FMS cons

Pricing and Cost Advice

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

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

"The tool is an open-source product."

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

"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."

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

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

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

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

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

"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."

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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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