InfluxDB vs Marvis Virtual Network Assistant comparison

InfluxData and Juniper are both solutions in the Network Monitoring Software category. InfluxData is ranked #23 with an average rating of 8.9, while Juniper is ranked #46 with an average rating of 9.0. InfluxData holds a 0.3% mindshare in NMS, compared to Juniper’s 0.4% mindshare. Additionally, 100% of InfluxData users are willing to recommend the solution, compared to 100% of Juniper users who would recommend it.

InfluxDB

Read 17 InfluxDB reviews

3,182 Views
573 Comparison Views

100% willing to recommend

Marvis Virtual Network Assi...

Read 2 Marvis Virtual Network Assistant reviews

635 Views
584 Comparison Views

100% willing to recommend

InfluxDB

Marvis Virtual Network Assi...

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Executive SummaryUpdated on Oct 10, 2024

InfluxDB and Marvis Virtual Network Assistant serve different purposes but compete in their respective niches of time-series data management and AI-driven network assistance. Marvis may have the upper hand with advanced analytics and automation, potentially justifying a higher investment for network management, whereas InfluxDB is valued for its cost-effectiveness in data storage.

Features: InfluxDB focuses on storing and querying time-series data, offering robust integrations, high scalability, and a flexible data model. Marvis Virtual Network Assistant stands out in AI-powered network problem diagnosis, offering comprehensive insights, seamless automation, and enhanced network monitoring.

Room for Improvement: InfluxDB could improve by enhancing its real-time processing capabilities, optimizing user interface design, and expanding its native integration options. Marvis could benefit from a more accessible user interface for beginners, additional third-party integrations, and enhanced data privacy features to meet specific compliance standards.

Ease of Deployment and Customer Service: Marvis offers sophisticated deployment with AI-powered insights that simplify network management, providing enhanced customer support through automated troubleshooting. InfluxDB emphasizes straightforward deployment for data storage, backed by extensive documentation and active community support, making it easy to use for data solutions.

Pricing and ROI: InfluxDB offers a competitive pricing model, providing an effective ROI for organizations handling significant time-series data. Marvis Virtual Network Assistant involves a higher initial investment but delivers substantial long-term ROI through improved network efficiency and reduced operational costs, balancing its upfront cost with added functionalities.

To learn more, read our detailed InfluxDB vs. Marvis Virtual Network Assistant Report (Updated: December 2025).

Buyer's Guide

InfluxDB vs. Marvis Virtual Network Assistant

December 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

InfluxDB

Ranking in Network Monitoring Software

23rd

Average Rating

8.2

Reviews Sentiment

6.5

Number of Reviews

Ranking in other categories

Non-Relational Databases (2nd), Open Source Databases (8th), IT Infrastructure Monitoring (21st), NoSQL Databases (6th)

Marvis Virtual Network Assi...

Ranking in Network Monitoring Software

46th

Average Rating

9.0

Reviews Sentiment

8.7

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of January 2026, in the Network Monitoring Software category, the mindshare of InfluxDB is 0.3%, down from 0.4% compared to the previous year. The mindshare of Marvis Virtual Network Assistant is 0.4%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Network Monitoring Software Market Share Distribution
Product	Market Share (%)
InfluxDB	0.3%
Marvis Virtual Network Assistant	0.4%
Other	99.3%

Network Monitoring Software

Featured Reviews

Mugeesh Husain

Team Lead, Software at a tech vendor with 51-200 employees

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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PRADIPJOSHI

Owner at a transportation company with 11-50 employees

Used for troubleshooting and receiving real-time alerts and works on artificial intelligence

I always recommend Marvis to every customer because it requires no additional direct involvement. Marvis has been developed well using AI and machine learning technology. Its AI engine updates itself regularly, which is a beneficial feature. I request that Juniper integrate a cloud identity engine and simplify the Microsoft Azure Active Directory Services integration with the SRX hardware firewall. Additionally, the SRX firewall needs a more robust graphical user interface. Currently, we can only configure the SRX using the CLI; if a wrong command is entered, restoring it cannot be easy. Overall, I rate the solution a nine out of ten.

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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

"Overall, InfluxDB delivered excellent performance, stability, and simplicity for telemetry-driven use cases."

"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."

"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."

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

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

"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."

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

"It helps me maintain my solution easily because it is very reliable, so we didn't face any performance issues or crashes regarding our queries; we can get the results very fast."

More InfluxDB pros

"If you ask any questions about Marvis, it will respond immediately and use some solution. It will be very easy and save you time."

"Marvis Virtual Network Assistant uses AI to find problems or to get information from devices."

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."

"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."

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

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

"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."

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

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

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

More InfluxDB cons

"It should add real-time application visibility."

"It would be a good idea to integrate the solution to support other vendors besides Juniper."

Pricing and Cost Advice

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

"The tool is an open-source product."

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

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

"Marvis Virtual Network Assistant is not an expensive solution."

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Top Industries

By visitors reading reviews

Manufacturing Company

10%

Financial Services Firm

Computer Software Company

University

Healthcare Company

22%

Retailer

12%

Manufacturing Company

10%

University

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	6
Midsize Enterprise	3
Large Enterprise	8

No data available

Questions from the Community

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?

Although I didn't encounter any significant challenges, I think that if there was a NoSQL version of InfluxDB, that would also help because I have used the SQL version. I wish InfluxDB were also av...

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What is your primary use case for InfluxDB?

My main use case for InfluxDB involved working on a LEO satellite KPI monitoring application, where I gathered latency, throughput, packet loss, jitter, and various types of network data for severa...

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What is your experience regarding pricing and costs for Marvis Virtual Network Assistant?

Marvis Virtual Network Assistant is not an expensive solution. On a scale from one to ten, where one is cheap and ten is expensive, I rate the solution's pricing a seven out of ten.

See all answers

What needs improvement with Marvis Virtual Network Assistant?

It should add real-time application visibility. Marvis's interface is good. We don't need any additional interface. However, if it could accept voice commands, that would be a great improvement

See all answers

What is your primary use case for Marvis Virtual Network Assistant?

It is mainly used for troubleshooting and receiving real-time alerts. Marvis makes it easy to track the issue by providing specific information, like the exact time the connection was lost. It simp...

See all answers

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Compared 18% of the time

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Compared 11% of the time

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Compared 9% of the time

PostgreSQL vs InfluxDB

Compared 7% of the time

MySQL vs InfluxDB

Compared 5% of the time

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Compared 27% of the time

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Compared 23% of the time

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Product Reports

Buyer's Guide

InfluxDB

January 2026

Download InfluxDB product report

Buyer's Guide

Network Monitoring Software

January 2026

Download Marvis Virtual Network Assistant product report

Overview

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

Marvis is the first network assistant in the industry to bring conversational AI to networking, transforming the way IT teams interact and engage with enterprise networks. In the era of AIOps, Marvis delivers streamlined operations, simplified troubleshooting, and remarkable user experiences.

Juniper

Sample Customers

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

Information Not Available

Buyer's Guide

InfluxDB vs. Marvis Virtual Network Assistant

December 2025

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