InfluxDB vs Marvis Virtual Network Assistant comparison

InfluxData and Juniper are both solutions in the Network Monitoring Software category. InfluxData is ranked #14 with an average rating of 8.2, while Juniper is ranked #53 with an average rating of 8.5. InfluxData holds a 0.5% 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 20 InfluxDB reviews

7,127 Views
2,067 Comparison Views

100% willing to recommend

Marvis Virtual Network Assi...

Read 3 Marvis Virtual Network Assistant reviews

1,683 Views
1,616 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: August 2026).

Buyer's Guide

InfluxDB vs. Marvis Virtual Network Assistant

August 2026

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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

14th

Average Rating

8.0

Reviews Sentiment

6.5

Number of Reviews

Ranking in other categories

Non-Relational Databases (1st), Open Source Databases (6th), IT Infrastructure Monitoring (12th), NoSQL Databases (6th)

Marvis Virtual Network Assi...

Ranking in Network Monitoring Software

53rd

Average Rating

8.6

Reviews Sentiment

8.7

Number of Reviews

Ranking in other categories

No ranking in other categories

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 Marvis Virtual Network Assistant is 0.4%, up from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Network Monitoring Software Mindshare Distribution
Product	Mindshare (%)
InfluxDB	0.5%
Marvis Virtual Network Assistant	0.4%
Other	99.1%

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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IhorShtanko

Technical Consultant Of Juniper Networks Division at MUK

AI assistant has transformed network troubleshooting and now reduces downtime and support tickets

Marvis Virtual Network Assistant has resolved all problems that network administrators face, making it challenging to identify areas for improvement. Marvis provides good analytics, recommendations, and problem resolutions. One potential enhancement would be to add different languages for different countries because Marvis currently uses only English. For example, since I live in Ukraine, it would be beneficial to communicate with Marvis in Ukrainian because not all administrators know English.

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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

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

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

"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 solution is very powerful."

"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."

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

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

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

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."

"I believe the pricing of Marvis Virtual Network Assistant is reasonable because it allows for a decrease in the quantity of network administrators needed and reduces operational costs."

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

Cons

"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."

"The solution doesn't have much of a user interface."

"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."

"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."

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

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

"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."

More InfluxDB cons

"One potential enhancement would be to add different languages for different countries because Marvis currently uses only English."

"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

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

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

"The tool is an open-source product."

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

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Top Industries

By visitors reading reviews

Financial Services Firm

11%

Comms Service Provider

10%

Manufacturing Company

Construction Company

Healthcare Company

17%

Construction Company

13%

Comms Service Provider

11%

Manufacturing Company

11%

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

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

No data available

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...

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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 ...

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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...

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

Not all customers use Marvis Virtual Network Assistant because it represents an additional cost as a subscription service. Mist Cloud is a microservices platform, and to use it, customers must purc...

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What needs improvement with Marvis Virtual Network Assistant?

See all answers

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

Marvis Virtual Network Assistant is primarily used for fast troubleshooting and identifying root problems across the entire network. It has decreased the quantity of tickets that customers can open...

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Compared 6% of the time

ClickHouse vs InfluxDB

Compared 5% of the time

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Compared 18% of the time

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Compared 18% of the time

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Compared 12% of the time

Cisco DNA Center vs Marvis Virtual Network Assistant

Compared 8% of the time

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Compared 8% of the time

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Product Reports

Buyer's Guide

InfluxDB

August 2026

Download InfluxDB product report

Buyer's Guide

Network Monitoring Software

August 2026

Download Marvis Virtual Network Assistant 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

Marvis Virtual Network Assistant delivers AI-driven solutions for network management, providing intelligent insights and automation to drive operational efficiency and enhance user experience.

Marvis uses machine learning and natural language processing to offer seamless network operations. It contextualizes issues, automates support tasks, and provides actionable insights to help IT teams make informed decisions. This leads to improved network performance and reliability, fostering a proactive approach in managing network environments.

What are the key features of Marvis Virtual Network Assistant?

AI-driven Insights: Leverages AI to analyze network data and identify patterns, helping in quick issue resolution.
Natural Language Processing: Simplifies user interactions by interpreting natural language queries.
Automated Support: Automates common network tasks, reducing manual intervention.
Contextual Recommendations: Provides suggestions based on network context and usage patterns.

What benefits should be considered in reviews?

Reduced Operational Costs: Automation reduces the need for extensive IT resources.
Enhanced User Experience: Quick issue detection and resolution improve network reliability.
Informed Decision Making: Actionable insights help in strategic network planning.
Increased Efficiency: Automation and AI streamline network management tasks, saving time.

Industries such as healthcare and education implement Marvis Virtual Network Assistant to ensure secure, reliable connectivity. In healthcare, it supports essential communication and patient data management, while in education, it ensures seamless access to digital learning platforms, optimizing both environments effectively.

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

August 2026

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