InfluxDB vs MongoDB Enterprise Advanced comparison

InfluxData and MongoDB are both solutions in the NoSQL Databases category. InfluxData is ranked #3 with an average rating of 9.0, while MongoDB is ranked #1 with an average rating of 8.1. InfluxData holds a 7.6% mindshare in ND, compared to MongoDB’s 15.1% mindshare. Additionally, 100% of InfluxData users are willing to recommend the solution, compared to 92% of MongoDB users who would recommend it.

InfluxDB

Read 11 InfluxDB reviews

3,125 Views
1,719 Comparison Views

100% willing to recommend

MongoDB Enterprise Advanced

Read 81 MongoDB Enterprise Advanced reviews

4,438 Views
3,151 Comparison Views

92% willing to recommend

InfluxDB

MongoDB Enterprise Advanced

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Executive SummaryUpdated on Jul 31, 2025

MongoDB Enterprise Advanced and InfluxDB compete in the database management space. Based on the comparison, InfluxDB seems to hold an advantage in terms of query performance and user satisfaction with technical support.

Features: MongoDB Enterprise Advanced offers extensive scalability, a JSON-based document model for flexibility, and strong cybersecurity features. InfluxDB excels in fast time-series data handling, strong query performance, and integration capabilities, especially with Grafana.

Room for Improvement: MongoDB needs better security practices, improved indexing, and enhanced RDBMS integration. Its documentation requires modernization. InfluxDB could improve its user interface, query language adaptability, and data backup capabilities, with the potential for more community-driven plugins.

Ease of Deployment and Customer Service: MongoDB supports hybrid, public, and on-premises deployments but struggles with technical support responsiveness. InfluxDB is noted for its efficient technical support and supports both on-premises and public cloud deployments.

Pricing and ROI: MongoDB offers an open-source option with higher costs for enterprise editions, though cheaper than Oracle, and is noted for substantial ROI. InfluxDB's recent pricing increases might affect its economic attractiveness, but both benefit from strong open-source communities.

To learn more, read our detailed InfluxDB vs. MongoDB Enterprise Advanced Report (Updated: July 2025).

Buyer's Guide

InfluxDB vs. MongoDB Enterprise Advanced

July 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 Open Source Databases

9th

Ranking in NoSQL Databases

3rd

Average Rating

8.2

Reviews Sentiment

6.6

Number of Reviews

Ranking in other categories

Non-Relational Databases (2nd), Network Monitoring Software (23rd), IT Infrastructure Monitoring (24th)

MongoDB Enterprise Advanced

Ranking in Open Source Databases

5th

Ranking in NoSQL Databases

1st

Average Rating

8.2

Reviews Sentiment

6.6

Number of Reviews

Ranking in other categories

Managed NoSQL Databases (8th)

Mindshare comparison

As of August 2025, in the NoSQL Databases category, the mindshare of InfluxDB is 7.6%, down from 12.4% compared to the previous year. The mindshare of MongoDB Enterprise Advanced is 15.1%, down from 25.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

NoSQL Databases

Featured Reviews

DeepakR

Site Reliability Engineer(Observability) at Sapiens

An open-source database that can be used to insert data

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.

Read full review

Uzair Faruqi

Head Of Analytics at Mjunction Services

Transforms data flow with adaptable schema and smooth public cloud deployment

One of our business units uses MongoDB, and we developed an ETL pipeline that extracts data from MongoDB and transfers it into our data warehouse MongoDB is a NoSQL database that is similar to a document database. It offers flexibility in schema adaptation, allowing us to change the schema and…

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

"InfluxDB's best feature is that it's a cloud offering. Other good features include its time-series DB, fast time-bulk queries, and window operations."

"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."

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

"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 are aggregating the data and integration with Graphana for monitoring."

"The solution is very powerful."

More InfluxDB pros

"It can handle a lot of files quickly."

"It is easy to use."

"The integration capabilities of MongoDB are fine for the solutions that we use in our company."

"The reports are useful for controlling the load of our whole architecture."

"The tool is also user-friendly."

"It is a stable solution. Stability-wise, I rate the solution a nine out of ten...Overall, MongoDB has helped manage and analyze attachment data."

"MongoDB is fast and efficient."

"We can define security rules at the database level or the cluster level to grant or deny access to particular users."

More MongoDB Enterprise Advanced 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."

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

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

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

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

"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."

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

More InfluxDB cons

"The scalability of the product is acceptable, but with MongoDB, the big problem is the cost."

"You need integration with other tools to run the query in MongoDB."

"Its security features can be better. Sometimes, my higher authority says that we are not going to use MongoDB because it doesn't provide that much security for the RDBMS or relational data that we use for transactions. Instead of MongoDB, we will use Oracle Database because for a transactional service, you have to rely on RDBMS ACID properties. I would love to work on MongoDB by using my mobile phone. When I am working remotely or traveling and have some instances deployed on my server, I should be able to check through my mobile whether all the data is being pulled. GitHub has a similar feature, where it lets you read from the laptop, and you can also pull and push with your mobile phone. I would request MongoDB to provide such a feature. Basically, I want a mobile version for both iOS and Android versions."

"The solution could have more integration."

"MongoDB could improve by not having so many updates and different versions."

"The auto transaction feature is something that I found a little bit problematic. If we want to run two or three transactions at a time, we get write conflicts. So, it becomes really difficult when concurrency comes into the picture."

"We find it difficult to incorporate MongoDB in some projects."

"The on-premises version of the solution is still pretty expensive, especially compared to the cloud version."

More MongoDB Enterprise Advanced 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."

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

"The tool is an open-source product."

"MongoDB has a free version. You can also buy the enterprise edition, which is cheaper than Oracle."

"I'm using the free version of MongoDB."

"MongoDB is not expensive."

"MongoDB's pricing is not reasonable, but it is not as expensive as the others."

"There is an enterprise license and it could be cheaper. We are using the free open source version."

"The solution is open source, so it is free."

"This is an open-source solution."

"I believe that MongoDB is free."

More MongoDB Enterprise Advanced pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

12%

Computer Software Company

12%

Manufacturing Company

Comms Service Provider

Financial Services Firm

16%

Computer Software Company

12%

Manufacturing Company

University

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

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?

It is challenging to get long-running backups while running InfluxDB in a Microsoft Azure Kubernetes cluster. Replicating data for on-prem development and testing is difficult. Having a SQL abstrac...

See all answers

What is your primary use case for InfluxDB?

InfluxDB is the main component in our large enterprise-scale streaming data application for maritime vessels. We collect position data from vessels around the coast once per second, put it on a Kaf...

See all answers

What do you like most about MongoDB?

MongoDB's approach to handling data in documents rather than traditional tables has been particularly beneficial.

See all answers

What is your experience regarding pricing and costs for MongoDB?

We pay approximately 2,000 euros per month for MongoDB.

See all answers

What needs improvement with MongoDB?

I'm not sure about the documentation or the knowledge bases available for MongoDB because I don't interact with it at that level, but I would say it's minimal and could be improved. I am not experi...

See all answers

Comparisons

ClickHouse vs InfluxDB

Compared 26% of the time

PostgreSQL vs InfluxDB

Compared 6% of the time

SQLite vs InfluxDB

Compared 6% of the time

ScyllaDB vs InfluxDB

Compared 5% of the time

Cassandra vs InfluxDB

Compared 5% of the time

More InfluxDB Competitors

Couchbase Enterprise vs MongoDB Enterprise Advanced

Compared 8% of the time

Milvus vs MongoDB Enterprise Advanced

Compared 8% of the time

Cassandra vs MongoDB Enterprise Advanced

Compared 8% of the time

Qdrant vs MongoDB Enterprise Advanced

Compared 5% of the time

MongoDB Atlas vs MongoDB Enterprise Advanced

Compared 5% of the time

More MongoDB Enterprise Advanced Competitors

Product Reports

Buyer's Guide

InfluxDB

July 2025

Download InfluxDB product report

Buyer's Guide

MongoDB Enterprise Advanced

July 2025

Download MongoDB Enterprise Advanced 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

MongoDB Enterprise Advanced is a comprehensive platform renowned for its scalability, user-friendliness, and high performance, underpinned by its flexible document-based storage and open-source model. JSON compatibility, clustering, and security elevate its standing among professionals.

The platform facilitates efficient data management through developer-friendly tools and a strong aggregation framework. MongoDB’s no-schema requirement, supported by community expertise, underlines its adaptability. While its sharding capabilities and affordably support large data volumes, there are aspects such as security enhancement and enterprise tool integration that need attention. Indexing and query optimization pose challenges, alongside high costs. Improvements in analytics and UI could advance its infrastructure further.

What are the key features of MongoDB Enterprise Advanced?

Scalability: Dynamic adjustments to workloads with ease.
JSON Compatibility: Seamless data structuring with JSON support.
Clustering: Enhanced data management through robust clustering.
Security Integration: Built-in security measures for data protection.
Sharding: Efficient distribution of large datasets.

What benefits should users look for in reviews?

Document-Based Storage: Flexibility in managing varied data types.
Open-Source: Access to a broad community and resources.
Low-Cost Implementation: Economic efficiency in deployment.
Scalability: Supports the growth of data without sacrificing performance.

Industries leverage MongoDB Enterprise Advanced for significant roles in data storage within IoT platforms, healthcare apps, public service monitoring, and big data analytics. Companies in logistics and telecommunications find it instrumental for business process management and video content management, benefiting from its seamless integration and unstructured data support.

MongoDB

Sample Customers

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

Facebook, MetLife, City of Chicago, Expedia, eBay, Google

Buyer's Guide

InfluxDB vs. MongoDB Enterprise Advanced

July 2025

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