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NetApp Data Infrastructure Insights 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:
 

Categories and Ranking

NetApp Data Infrastructure ...
Ranking in IT Infrastructure Monitoring
49th
Ranking in Cloud Monitoring Software
18th
Average Rating
8.6
Reviews Sentiment
7.3
Number of Reviews
13
Ranking in other categories
Cloud Migration (14th)
VictoriaMetrics
Ranking in IT Infrastructure Monitoring
12th
Ranking in Cloud Monitoring Software
14th
Average Rating
8.6
Reviews Sentiment
6.7
Number of Reviews
12
Ranking in other categories
Application Performance Monitoring (APM) and Observability (16th), Open Source Databases (10th), Server Monitoring (4th), Log Management (12th), Container Monitoring (7th), AIOps (13th), AI Observability Services (1st)
 

Mindshare comparison

As of November 2026, in the IT Infrastructure Monitoring category, the mindshare of NetApp Data Infrastructure Insights is 1.3%, up from 0.4% compared to the previous year. The mindshare of VictoriaMetrics is 0.6%, up from 0.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
IT Infrastructure Monitoring Mindshare Distribution
ProductMindshare (%)
VictoriaMetrics0.6%
NetApp Data Infrastructure Insights1.3%
Other98.1%
IT Infrastructure Monitoring
 

Featured Reviews

Punit Waghela - PeerSpot reviewer
Technical Specialist at Softcell Technologies Limited
Reduces troubleshooting time and improves operational efficiency through a single console
NetApp technology, specifically NetApp Cloud Insights, has significantly impacted the way my customers do business. One customer had multiple components, such as a VMware environment, Cisco switches, NetApp storage, and backup tools. Previously, the customer had to monitor all these tools individually each morning by logging into every console to check for errors or performance issues. It used to take them about 1 or 2 hours, but after we installed NetApp Cloud Insights, the time spent was reduced to just 5 minutes with a single console where they could monitor everything. The customer can integrate their VMware servers, Cisco switches, and storage with NetApp Cloud Insights to quickly identify any problems and resolve issues efficiently, demonstrating a reduction in complexity and monitoring time. The values that NetApp Cloud Insights delivers to my customers are evident in real examples, such as an application team running their application on a single VM connected through a switch and storage. When they experience a performance issue, the VMware team needs to identify the source of the slowness, whether it's from the server, switch, or storage, which requires a time-consuming investigation of each component. Without NetApp Cloud Insights, this process is slow and stressful for both the application team and the VMware team, but with the tool, a single click allows the customer to pinpoint the issue directly, improving response times to performance problems immensely. The evolving cybersecurity landscape and the proliferation of AI highly influence my customers' technology decisions, as having NetApp storage in their environment allows them to detect ransomware attacks effectively. NetApp guarantees data recovery in case of such attacks, and here, NetApp Cloud Insights plays a crucial role; it can identify where a ransomware attack originates, allowing the IT team to respond rapidly, such as disconnecting affected devices to mitigate the damage, especially crucial when multiple users are involved.
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.

Quotes from Members

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

Pros

"Cloud Secure is definitely the most valuable feature and being able to see file level activity. It gives real-time alerting on possible ransomware attacks and provides file security review. It helps us to see if something abnormal is happening on the system before it's too late."
"What it provides to us has extreme value, helping us to get the full utilization out of our investment in storage."
"Among the most valuable features are the queries and reporting that allow us to look at the utilization of resources, at how well the storage is performing, and to report on which resources are being used by which business units. We can track usage across the entire environment, across applications, business units, cost centers, etc."
"The visibility and assistance with security vulnerabilities are valuable, for example last year we had an issue with log forgeries but it was easy to fix because the dashboard highlighted the issue and provided solutions."
"It is good for giving an overview of the systems and for tracking long-term trends, and it is handy for root cause analysis, e.g. it can eliminate whether storage is the cause of an issue."
"NetApp Cloud Insights helps reduce the time spent on problem resolution by up to 50% for my customers, making their operations significantly more efficient and productive, which is a perfect outcome."
"One feature we appreciate the most is its ability to take snapshots, which adds an extra layer of security and allows us to protect our data effectively."
"Cloud Insights' best features are visibility and the connector to move the workloads."
"The light-speed query feature has made a significant difference for me because when we query, it is much faster in VictoriaMetrics compared to the other tools we had used previously."
"The resource efficiency of VictoriaMetrics allows you to reduce infrastructure costs."
"With VictoriaMetrics, the query performance is faster, and it requires a lesser amount of storage space as well."
"VictoriaMetrics has positively impacted our organization because we chose it for efficiency, simplicity, one binary and cost, and it's straightforward embedded in our Helm chart, so it works out of the box."
"VictoriaMetrics customer support is exceptional, responses are very quick, and the solutions are usually worked through."
"The best features offered by VictoriaMetrics are that it is a very fast database and a time series database that is very capable of handling an enormous amount of data."
"Prometheus compatibility is the biggest plus for me, and it allows me to use familiar PromQL queries across Grafana dashboards, alert rules, and the anomaly detection workflow, which saves integration effort and makes it easier to investigate an incident using the same metrics across those tools."
"VictoriaMetrics works very fast and efficiently, and it is easy to set up and run."
 

Cons

"Ease of reporting is one thing that they're trying to tackle. If you have a specific set of data you want from Cloud Insights, you can ask NetApp to help you build the reports from the ground up. The dashboards are intuitive, but finding the report you want is sometimes a challenge. If you don't have the report already loaded, pulling it in and letting it build its data can be cumbersome."
"The IP-based monitoring could be added in a future release."
"The support is not very quick."
"The visualization needs some improvement because there are occasional delays while the system queries information."
"There is room for improving the creating and managing or modifying of reports. That is still a difficult task to do and requires knowledge beyond the storage itself. I would love to see reporting improved so that we can create reports by dragging and dropping pieces into a report form and publish a report that way."
"In a perfect world we would have something built, right out-of-the-box, that can identify what we call "noise," and reduce the amount of data. You're presented with so much data when you first start the data collectors. For example, it brings back a lot of change rates that happen just because of standard computing, like profile changes and that sort of thing. Being able to identify things like that and categorize them and strip it down—and it probably can do that, I just haven't gotten there yet—would be very beneficial."
"When I did need support because I was having problems with the solution, the first or the second line just didn't understand it. They were providing this only on a software as a service basis. So, they were asking all the wrong questions."
"Their pricing model needs improvement."
"I chose an eight out of ten because for a perfect score of ten, VictoriaMetrics would need to be effortless to install, set up, run, and use—essentially, it should just work without me having to do anything."
"I chose exactly 8 out of 10 because I do not have full knowledge of the product in production, and my experience stopped at the testing phase pending the company's evaluation."
"The main areas of improvement for VictoriaMetrics include automatic rebalancing, a large ecosystem, and Enterprise features."
"I am sad that VictoriaMetrics moves towards enterprise only for features that it is really good at, such as downsampling."
"The main area that needs improvement in VictoriaMetrics is the documentation itself, as the support is adequate and the open-source project does provide replies within one to two days."
"From my project experience, I would appreciate more practical guidance on tuning queries and diagnosing missing or delayed metrics across the ingestion pipeline."
"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 filters, so this could be improved."
"The reason I rate it eight is that the solution lacks aggregation and I have to either use a custom solution or solutions from other vendors."
 

Pricing and Cost Advice

"Be aware of the capacity licensing and understand how that works, because it is based on capacity. Getting an understanding of that is the biggest thing."
"The licensing model could be improved. We love that you can use it for free for looking at NetApp products. You only need licenses to look at non-NetApp products, but as soon as you do that, you start utilizing licenses that actually would have been free in the public. So, there is a bit of an anomaly in the licensing model."
"We are billed based on management units, so we can purchase units based on six months, twelve months, twenty-four months, or thirty-six months upfront or pay as you go depending on our requirements."
"The licensing is complex. The calculation depends on what you're ingesting. A terabyte of one product is not a terabyte of another product. Virtual machines don't equate so easily. It's all about the end-use managed units and having an easy place to reference how far those units go."
"The solution is expensive."
"The solution's pricing is based on the device you purchase and includes support services."
Information not available
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Top Industries

By visitors reading reviews
Outsourcing Company
12%
Financial Services Firm
10%
Manufacturing Company
8%
Comms Service Provider
7%
Outsourcing Company
21%
Comms Service Provider
13%
Financial Services Firm
12%
Manufacturing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise4
Large Enterprise10
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise2
Large Enterprise2
 

Questions from the Community

What needs improvement with NetApp Cloud Insights?
In my opinion, one area where NetApp Cloud Insights could be improved for the next release is the console, which I find a bit complex. Even though I work with NetApp, it still takes time for me to ...
What is your primary use case for NetApp Cloud Insights?
It is a monitoring and analysis tool. In our environment, we have different technologies such as VMware, Nutanix, or maybe a backup tool. Instead of monitoring them through different consoles, with...
What advice do you have for others considering NetApp Cloud Insights?
NetApp Cloud Insights delivers significant efficiencies in addressing performance issues as experienced by an application team running on a single VM. The VMware team must methodically check each c...
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

Cloud Insights
VictoriaMetrics Observability Enterprise Support
 

Interactive Demo

Demo not available
 

Overview

 

Sample Customers

Information Not Available
CERN, Grammarly, Adidas, Spotify R&D, DreamHost, Traefik Labs, DSV, MHI Vestas
Find out what your peers are saying about NetApp Data Infrastructure Insights vs. VictoriaMetrics and other solutions. Updated: October 2026.
920,769 professionals have used our research since 2012.