InfluxDB vs Pandora FMS comparison

InfluxData and Pandora FMS are both solutions in the Network Monitoring Software category. InfluxData is ranked #14 with an average rating of 8.2, while Pandora FMS is ranked #66. InfluxData holds a 0.5% mindshare in NMS, compared to Pandora FMS’s 0.7% mindshare. Additionally, 100% of InfluxData users are willing to recommend the solution, compared to 100% of Pandora FMS users who would recommend it.

InfluxDB

Read 20 InfluxDB reviews

7,127 Views
2,067 Comparison Views

100% willing to recommend

Pandora FMS

Read 22 Pandora FMS reviews

5,558 Views
2,946 Comparison Views

100% willing to recommend

InfluxDB

Pandora FMS

Comparison Buyer's Guide

Download the report

Executive SummaryUpdated on Oct 9, 2024

```html

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.

```

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

Buyer's Guide

InfluxDB vs. Pandora FMS

August 2026

Download the complete report

Helped 908,858 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 (6th), 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 (27th), Log Management (61st), Cloud Monitoring Software (39th)

Mindshare comparison

As of August 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 0.5% 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.

Read full review

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

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

"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."

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

"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."

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

"Based on InfluxDB, we have great analytics produced by our SRE team, and with that, we have an alerting and monitoring system in place."

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

More InfluxDB pros

"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."

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

"We are able to control our business with this all-in-one monitoring tool."

"The official forum is active enough to answer most of the high-end technical questions that you may have."

"Each of these points I think represents the keys as to why this software works in my jewelry stores, as it gives me greater control over all of the devices, the best performance, and I can interpret the data easily and much faster, with excellent results."

"It is easy to create your own custom modules if you just know a little bit of scripting. If you have unique requirements, you can just make your own modules. You can even grab checks from other vendors. There are open-source checks for various things such as SMTP, etc. There is a long list of different ones from Nagios. You can just use them, and within seconds, you get yourself a check that is monitoring whatever you need. It is really flexible. I guess that's why they call it Pandora Flexible Monitoring System (FMS). It is reliable. It does the job, and it alerts. It is also surprisingly feature-rich. Our network guy just recently asked about a particular protocol to monitor the bandwidth on the network, which is not a common protocol. When I looked it up, and I found that they cover it. It is very mature for a not-so-known product."

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

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

More Pandora FMS pros

Cons

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

"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."

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

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

"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."

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

"Sometimes, when we write too much data within a minute, the data count becomes excessive, reaching perhaps 100,000 or 500,000 data points, and InfluxDB gives a timeout exception, which we must handle in our application."

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

More InfluxDB cons

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

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

"I would like to have a dashboard with all assets displayed, with a quick hover-over status."

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

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

"The price for Pandora FMS is expensive."

"It would be useful if Pandora FMS included an ISO image (or «software appliance») for each big company that leases virtual private machines (VPS), just like in AWS."

More Pandora FMS cons

Pricing and Cost Advice

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

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

"The tool is an open-source product."

"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."

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

"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."

"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."

"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

See which vendors are best for you

Use our free recommendation engine to learn which Network Monitoring Software solutions are best for your needs.

See recommendations

908,858 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

11%

Comms Service Provider

10%

Manufacturing Company

Construction Company

Comms Service Provider

17%

Construction Company

13%

Outsourcing Company

10%

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

Ask a question

Earn 20 points

Comparisons

PostgreSQL vs InfluxDB

Compared 7% of the time

MySQL vs InfluxDB

Compared 6% of the time

MongoDB Enterprise Advanced vs InfluxDB

Compared 6% of the time

SQLite vs InfluxDB

Compared 6% of the time

ClickHouse vs InfluxDB

Compared 5% of the time

More InfluxDB Competitors

Zabbix vs Pandora FMS

Compared 8% of the time

Nmap vs Pandora FMS

Compared 5% of the time

Nagios Core vs Pandora FMS

Compared 5% of the time

ConnectWise RMM vs Pandora FMS

Compared 4% of the time

Wazuh vs Pandora FMS

Compared 4% of the time

More Pandora FMS Competitors

Product Reports

Buyer's Guide

InfluxDB

August 2026

Download InfluxDB product report

Buyer's Guide

Pandora FMS

July 2026

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.

Pandora FMS

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

Buyer's Guide

InfluxDB vs. Pandora FMS

August 2026

Free Report: InfluxDB vs. Pandora FMS

Find out what your peers are saying about InfluxDB vs. Pandora FMS and other solutions. Updated: August 2026.

DOWNLOAD NOW

908,858 professionals have used our research since 2012.

See our InfluxDB vs. Pandora FMS report.

See our list of best Network Monitoring Software vendors and best IT Infrastructure Monitoring vendors.

We monitor all Network Monitoring Software reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.