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NetApp Data Infrastructure Insights vs Splunk Observability Cloud comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Mar 8, 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
45th
Ranking in Cloud Monitoring Software
22nd
Average Rating
8.6
Reviews Sentiment
7.3
Number of Reviews
13
Ranking in other categories
Cloud Migration (14th)
Splunk Observability Cloud
Ranking in IT Infrastructure Monitoring
7th
Ranking in Cloud Monitoring Software
5th
Average Rating
8.2
Reviews Sentiment
6.8
Number of Reviews
88
Ranking in other categories
Application Performance Monitoring (APM) and Observability (6th), Network Monitoring Software (7th), Container Management (6th), Digital Experience Monitoring (DEM) (3rd)
 

Mindshare comparison

As of June 2026, in the IT Infrastructure Monitoring category, the mindshare of NetApp Data Infrastructure Insights is 1.4%, up from 0.2% compared to the previous year. The mindshare of Splunk Observability Cloud is 2.2%, up from 1.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
IT Infrastructure Monitoring Mindshare Distribution
ProductMindshare (%)
Splunk Observability Cloud2.2%
NetApp Data Infrastructure Insights1.4%
Other96.4%
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.
PK
Project Manager at AGRICULTURE SKILL COUNCIL OF INDIA (ASCI)
Unified observability has improved real-time governance and now drives data-led decisions
Log Observer Connect is embedded here, but we are facing some delays in centralized log collection and analysis, which can be further fastened. We are collecting all the data metrics and decision-making insights, but all these data-driven decisions coming from different applications are not connected somewhere. A consolidated form or correlation of these insights is not happening between each other due to which we feel we are missing something significant. Some generalized feedback includes that predictive alerts or alarms which can be integrated with AI-driven alarms and alerting features should be established so that there is AI-driven intelligence and anomaly detection happening with a complete systematic process in service delivery. Application dependencies are huge, and business and operational dashboards should be improved. Right now there are very interactive custom dashboards, and every now and then, the personalization of enhancements keeps happening. KPI monitoring, executive reporting, and analytics have definitely been introduced to a great extent. There are few things in cloud-native monitoring, such as integration with AWS and Azure, where we sometimes do face lags. Those things can definitely be improved upon. I have used Datadog and Dynatrace before using Splunk Observability Cloud. Datadog was definitely recommended by most of our peers because of its very strong comprehensive observability and very strong and unique dashboard systems. Dynatrace was also very good because they have offered a lot of AI-driven analysis methods and processes, which was helping our organization a lot. Since our organization has a very strong IT ecosystem for agriculture, very different kinds of customized things are required.

Quotes from Members

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

Pros

"The solution is 98 percent stable."
"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."
"What it provides to us has extreme value, helping us to get the full utilization out of our investment in storage."
"The solution is easy to deploy."
"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."
"The visibility and assistance with security vulnerabilities are valuable."
"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."
"Its ability to quickly inventory our resources, figure out interdependencies across them, and assemble a topology of your environment is brilliant. There is a price associated with it. Whenever you target a NetApp environment, it is included in the price but whenever you want to add different vendors, like VMware and Cisco, the price greatly spikes. Inventorization helps us a lot to visualize the environment."
"The solution's service map feature allows us to have a holistic overview and to see quickly where the issues are."
"Splunk Observability Cloud has proven to be beneficial for our organization, helping improve operational performance and company resilience while reducing the costs of unplanned digital downtime."
"The most valuable feature is dashboard creation."
"The most valuable features include user time tracking and the ability to analyze application load times."
"The company has many systems that the customer is paying to access. Splunk APM issued via AppDynamics helps find problems in the feed. It reduces the risk of supervising all the devices. I can supervise the flow and simulate the conditions of the repository across several dashboards to show what's happening at the moment."
"Splunk Observability Cloud has enhanced our operational performance and our company's resilience, ultimately contributing to improved customer satisfaction."
"It's a very easy-to-use solution."
"Splunk Infrastructure Monitoring provided our customers with visibility into their overall infrastructure."
 

Cons

"The visualization needs some improvement because there are occasional delays while the system queries information."
"Even though I work with NetApp, it still takes time for me to navigate and find components, so new customers might require considerable hands-on experience to efficiently use the console, indicating that it could be more user-friendly."
"Cloud Insights could offer more detail when we drill down into the Azure environment."
"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."
"Most of the time, I initially connect with entry-level support, and then I need to request a higher-tier support level, which can result in delays."
"Their pricing model needs improvement."
"The first level of NetApp's technical support could be improved."
"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."
"One thing I recently ran into was that the logs on the server most often get Gzipped after they have been rotated. We found that we were not monitoring some of the things, so we had to go back and pull them in. Right now, it pulls one at a time, untars it, or unzips it, so I cannot look at the entire history. There can be an improvement in that area."
"In Splunk Observability Cloud, I notice room for improvement in synthetic monitoring. It does not provide output based on server names."
"We were facing some challenges with the stability of Splunk Observability Cloud regarding the login page. It was not working several times and was not accepting SSO authentication."
"One area that has room for improvement is the pricing; as I mentioned, it can be expensive due to large data volumes."
"There is not a lot of support for the tool's on-premises version, especially since everything is on the cloud."
"I would rate Splunk technical support at six out of ten. When we have a problem and need to create a case, the response isn't quick."
"Splunk isn't an ideal tool for application performance management due to the extensive setup required."
"In future updates, I would like to see more predefined monitoring query solutions, which could be more effective."
 

Pricing and Cost Advice

"The solution's pricing is based on the device you purchase and includes support services."
"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."
"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."
"The solution is expensive."
"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."
"It is expensive."
"The product is a bit expensive considering the competition but the company may negotiate the price."
"The price of Splunk APM is less than some of its competitors."
"Splunk APM is expensive."
"I am not in that circle, but we are currently licensing based on our queries. That is working out for us. Previously, it was by volume of data, and now, we can store as much data as we want."
"The pricing is reasonable."
"The pricing is based on several factors, including the scale of deployment."
"This is an expensive solution."
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Top Industries

By visitors reading reviews
Manufacturing Company
14%
Financial Services Firm
11%
Computer Software Company
11%
Energy/Utilities Company
7%
Financial Services Firm
13%
Manufacturing Company
9%
Computer Software Company
8%
Construction 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 Business32
Midsize Enterprise8
Large Enterprise55
 

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 needs improvement with SignalFx?
Regarding dashboard customization, while Splunk has many dashboard building options, customers sometimes need to create specific dashboards, particularly for applicative metrics such as Java and pr...
What is your primary use case for SignalFx?
The solution involves observability in general, such as Application Performance Monitoring, and generally addresses digital applications, web applications, sites, and mobile applications. I worked ...
What advice do you have for others considering SignalFx?
We're a customer and end-user. Currently, in France, we cannot use the artificial intelligence option. While this option is enabled for the United States and many countries, it's not yet available ...
 

Also Known As

Cloud Insights
Splunk Infrastructure Monitoring, Splunk Real User Monitoring (RUM), Splunk Synthetic Monitoring
 

Overview

 

Sample Customers

Information Not Available
Sunrun, Yelp, Onshape, Tapjoy, Symphony Commerce, Chairish, Clever, Grovo, Bazaar Voice, Zenefits, Avalara
Find out what your peers are saying about NetApp Data Infrastructure Insights vs. Splunk Observability Cloud and other solutions. Updated: June 2026.
900,747 professionals have used our research since 2012.