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MongoDB Enterprise Advanced vs VictoriaMetrics comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Jul 16, 2026

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

ROI

Sentiment score
5.0
Users report varied ROI from MongoDB Enterprise Advanced, with some benefiting and others finding measurement difficult, considering alternatives.
Sentiment score
6.5
VictoriaMetrics cuts costs by 30%-40%, enhancing efficiency through reduced storage, CPU, and memory usage, saving time and minimizing downtime.
Actually, with MongoDB, it's difficult to calculate the return on investment; it's too expensive for our use.
Cloud Architect at a computer software company with 1,001-5,000 employees
I would say we see value in money and return on investment with MongoDB Enterprise Advanced.
Co-Founder at Vsigma IT Labs Pvt Ltd
I have seen a return on investment with VictoriaMetrics, saving 40% in storage costs compared to Prometheus, reducing query latency by 60%, and cutting maintenance time by half.
DevOps Engineer
time was saved due to simplicity and a shorter learning curve compared to other tools.
Director at a consultancy with 11-50 employees
Because VictoriaMetrics runs more efficiently and much faster, debugging an issue or understanding system performance is much easier.
Associate Director at Husk Power Systems
 

Customer Service

Sentiment score
6.2
MongoDB Enterprise Advanced offers prompt support for paid users, while Community Edition relies on self-help and community resources.
Sentiment score
5.5
VictoriaMetrics support is praised for responsiveness and efficiency, with quick responses and valuable community interactions enhancing user experience.
We have received fairly good support whenever we reached out to the technical teams; they were prompt.
Co-Founder at Vsigma IT Labs Pvt Ltd
I think they resolved it, but it was very long.
Software Engineer at Pioneer Dev AI
We reached out once or twice for minor issues during the initial setup and integration, and they were helpful in resolving the issues.
Director at a consultancy with 11-50 employees
VictoriaMetrics customer support is exceptional.
Observability Engineer
We use the open-source version of VictoriaMetrics, so we did not require any customer support.
Software Engineer at a outsourcing company with 201-500 employees
 

Scalability Issues

Sentiment score
7.5
MongoDB Enterprise Advanced is praised for its high scalability and adaptability, despite some limitations and cost implications.
Sentiment score
7.8
VictoriaMetrics offers efficient vertical and horizontal scalability, seamless integration, fast performance, and requires minimal upgrades.
In CosmoDB, the scalability is much better than with the MongoDB ReplicaSet models.
Cloud Architect at a computer software company with 1,001-5,000 employees
MongoDB is highly scalable.
Head Of Data Science at Mjunction Services
Overall, on a scale of one to ten, I would rate MongoDB an eight; it's mostly because we're still running a monolithic environment on old hardware, so there are some limitations with read-write access.
General Manager at Lytwave
It handles large volumes of time series data efficiently, using less memory and disk compared to Prometheus or Thanos.
DevOps Engineer
We deploy and embed it in our Helm chart and it works out of the box.
Founder
VictoriaMetrics has handled increases in data and users smoothly so far.
Director at a consultancy with 11-50 employees
 

Stability Issues

Sentiment score
7.6
MongoDB Enterprise Advanced is generally stable, reliable for backups, though performance may vary; rated seven to nine in stability.
Sentiment score
8.7
VictoriaMetrics is praised for reliable stability, accurate metric storage, high performance, and minimal need for updates.
It's pretty much stable; we have not faced any major challenges or difficulties with MongoDB Enterprise Advanced.
Co-Founder at Vsigma IT Labs Pvt Ltd
In terms of accuracy and reliability, VictoriaMetrics's output is pretty sufficient and works very well in a native Kubernetes setup, which I appreciate.
DevOps Architect at a tech vendor with 11-50 employees
The components are simple, restarts are fast, and stateless parts can be replaced without data loss.
DevOps Engineer
Regarding stability, I would rate it a ten out of ten.
 

Room For Improvement

MongoDB Enterprise Advanced can improve by enhancing security, support, integration, scalability, analytics, user interface, and mobile features.
VictoriaMetrics requires UI improvements, better OpenTelemetry integration, enhanced documentation, visualization, enterprise features, and cloud-native service integration.
While solutions for other databases like SQL or PostgreSQL already exist, MongoDB requires additional integrations for developing AI solutions.
Head Of Data Science at Mjunction Services
We have not contracted the security options in our contract because they're too expensive; thus, we implement just encrypted databases and not the security pack.
Cloud Architect at a computer software company with 1,001-5,000 employees
From the AWS standpoint, if robust integration and data warehouse integration specific tools are added in the advanced suite, that would definitely be helpful.
Co-Founder at Vsigma IT Labs Pvt Ltd
For our use cases, it is a really good offering, and while we would be interested to see what else it brings in the future, at this point in time it checks all our boxes and we are quite satisfied with it.
Director at a consultancy with 11-50 employees
VictoriaMetrics is quite a good project and quite easy to use overall.
Software Engineer at a outsourcing company with 201-500 employees
I compared it with my experience on other time series databases, and it has a huge advantage, so I do not see the need for urgent improvements or optimizations.
Software Engineer & Data Analyst at a consultancy with 11-50 employees
 

Setup Cost

MongoDB Enterprise Advanced offers cost-effective pricing with various editions and support, valued by small businesses for enterprise transition.
VictoriaMetrics offers cost-effective open-source and subscription options, meeting enterprise needs with transparent expenditure monitoring.
We use the free version of MongoDB, so there are no licensing costs.
Head Of Data Science at Mjunction Services
We have to pay approximately 2,000 euros per month for MongoDB.
Cloud Architect at a computer software company with 1,001-5,000 employees
For a small company, the cost of MongoDB Enterprise Advanced is reasonable, but for heavy data usage, we see a little bit of cost pressure but it's acceptable.
Co-Founder at Vsigma IT Labs Pvt Ltd
We did not require any license for VictoriaMetrics since we are using the open-source version.
Software Engineer at a outsourcing company with 201-500 employees
I used the free open-source version, and it was sufficient for my needs.
Software Engineer & Data Analyst at a consultancy with 11-50 employees
My experience with pricing, setup cost, and licensing for VictoriaMetrics is positive since it is open-source under Apache 2.0, so there is no licensing cost.
DevOps Engineer
 

Valuable Features

MongoDB Enterprise Advanced provides scalable, stable, and flexible data management with advanced analytics, NoSQL features, and comprehensive security.
VictoriaMetrics offers efficient performance, storage savings, scalability, and powerful querying, supporting complex monitoring under heavy loads with Prometheus compatibility.
It offers flexibility in schema adaptation, allowing us to change the schema and add new data points.
Head Of Data Science at Mjunction Services
In ReplicaSet, it's acceptable, but if your workload needs more performance, and you must pass to a Sharding model, it becomes complicated in MongoDB; in Cosmos DB, however, it's simple.
Cloud Architect at a computer software company with 1,001-5,000 employees
MongoDB has definitely helped us improve our network monitoring and reporting dashboard.
General Manager at Lytwave
The best aspect of using VictoriaMetrics is the reduction in resources including RAM, memory, disk, and other infrastructure requirements, which have all decreased substantially after implementation.
Software Engineer at a outsourcing company with 201-500 employees
In my experience, the best features VictoriaMetrics offers include that VM agent does its work very efficiently and does not use a lot of resources.
Head of Application Support
Its compact storage and fast query performance make it ideal for long-term metric storage.
DevOps Engineer
 

Categories and Ranking

MongoDB Enterprise Advanced
Ranking in Open Source Databases
8th
Average Rating
8.2
Reviews Sentiment
6.7
Number of Reviews
82
Ranking in other categories
NoSQL Databases (2nd), Managed NoSQL Databases (4th)
VictoriaMetrics
Ranking in Open Source Databases
17th
Average Rating
8.6
Reviews Sentiment
6.6
Number of Reviews
12
Ranking in other categories
Application Performance Monitoring (APM) and Observability (47th), Server Monitoring (23rd), IT Infrastructure Monitoring (47th), Log Management (38th), Container Monitoring (10th), Cloud Monitoring Software (33rd), AIOps (27th), AI Observability Services (1st)
 

Mindshare comparison

As of October 2026, in the Open Source Databases category, the mindshare of MongoDB Enterprise Advanced is 6.0%, up from 4.8% compared to the previous year. The mindshare of VictoriaMetrics is 1.9%, up from 1.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Open Source Databases Mindshare Distribution
ProductMindshare (%)
MongoDB Enterprise Advanced6.0%
VictoriaMetrics1.9%
Other92.1%
Open Source Databases
 

Featured Reviews

AB
Co-Founder at Vsigma IT Labs Pvt Ltd
Have managed customer transaction data efficiently and supported high-demand workloads with reliable performance
The integration between data warehouse could be improved. Nowadays, a lot of data is getting generated, so certain ETL flexible scripts with backend database integrations would be an improvement I could see. I will not be able to clearly say there is currently a deficiency there. All our DBs are integrated with a backend data warehouse, not necessarily AWS. When third-party data warehouses are integrated, we are seeing some ETL job performance issues. It is a one-off scenario so we have not thoroughly done any troubleshooting on that. It could be platform or third-party related issue. From the AWS standpoint, if robust integration and data warehouse integration specific tools are added in the advanced suite, that would definitely be helpful.
reviewer2911872 - PeerSpot reviewer
DevOps Engineer
Long term metrics monitoring has improved AI workflows and now powers faster incident analysis
The best features VictoriaMetrics offers in my experience include fast query performance and efficient resource usage, seamless compatibility with the Prometheus ecosystem, a simple cluster architecture with minimal components, MetricsQL with useful functions beyond PromQL, and comprehensive tooling like VMAgent and VMAlert. VictoriaMetrics stands out to me because it is highly efficient, stable, and easy to run in air-gapped environments. It integrates well with Prometheus ecosystem tools like Kube-Prometheus-Stack and Grafana. Its compact storage and fast query performance make it ideal for long-term metric storage. The cluster setup is simple and scalable, which is a big advantage for production use.
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Manufacturing Company
9%
Comms Service Provider
8%
Outsourcing Company
8%
Outsourcing Company
19%
Comms Service Provider
14%
Financial Services Firm
13%
Manufacturing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business36
Midsize Enterprise13
Large Enterprise39
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise2
Large Enterprise2
 

Questions from the Community

What is your experience regarding pricing and costs for MongoDB?
I think it depends on the provider. For example, on DigitalOcean, they have strict routing. You have to whitelist an IP address, or you risk getting DDoS. Then if you're going for the Atlas one tha...
What needs improvement with MongoDB?
I don't really have a deep dive into it, but I see that MongoDB Enterprise Advanced has RAG and Vertex support. However, we really didn't use it because I think one thing also is that Prisma, the O...
What is your primary use case for MongoDB?
A typical use case for MongoDB Enterprise Advanced is mostly for the database, storing our data.
What is your experience regarding pricing and costs for VictoriaMetrics?
Regarding pricing, setup cost, and licensing, we are using open source today.
What needs improvement with VictoriaMetrics?
Regarding performance gains or cost savings, I can add that native multitenancy is only in the cluster version, and on single-node, we had to build tenant isolation ourselves with labels and query ...
What is your primary use case for VictoriaMetrics?
VictoriaMetrics is our time-series store, and we have Helm charts that ship an embedded single-node VictoriaMetrics with 30-day rotation by default. Teams that already run VictoriaMetrics can point...
 

Also Known As

No data available
VictoriaMetrics Observability Enterprise Support
 

Interactive Demo

Demo not available
 

Overview

 

Sample Customers

Facebook, MetLife, City of Chicago, Expedia, eBay, Google
CERN, Grammarly, Adidas, Spotify R&D, DreamHost, Traefik Labs, DSV, MHI Vestas
Find out what your peers are saying about PostgreSQL, Oracle, ClickHouse and others in Open Source Databases. Updated: October 2026.
919,894 professionals have used our research since 2012.