InfluxDB vs NetApp Data Infrastructure Insights comparison

InfluxData and NetApp are both solutions in the IT Infrastructure Monitoring category. InfluxData is ranked #21 with an average rating of 8.9, while NetApp is ranked #50. InfluxData holds a 0.5% mindshare in IM, compared to NetApp’s 1.1% mindshare. Additionally, 100% of InfluxData users are willing to recommend the solution, compared to 100% of NetApp users who would recommend it.

InfluxDB

Read 15 InfluxDB reviews

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668 Comparison Views

100% willing to recommend

NetApp Data Infrastructure ...

Read 13 NetApp Data Infrastructure Insights reviews

1,801 Views
1,243 Comparison Views

100% willing to recommend

InfluxDB

NetApp Data Infrastructure ...

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Executive SummaryUpdated on Dec 2, 2025

InfluxDB and NetApp Data Infrastructure Insights compete in data management and infrastructure monitoring. NetApp Data Infrastructure Insights seems to have the upper hand due to its advanced features and comprehensive ecosystem which is more suitable for environments needing robust infrastructure monitoring.

Features: InfluxDB is praised for its lightweight time-series database capabilities, integration with Grafana, and SQL-like query language. It offers low latency, robust documentation, and superior performance. NetApp Data Infrastructure Insights provides advanced analytics, detailed dashboards for monitoring, and multi-vendor support, proving valuable for diverse environments.

Room for Improvement: InfluxDB could improve its setup process, backup and logging capabilities, and query language consistency. Enhancing metrics and high-availability features is also suggested. NetApp users recommend better reporting capabilities, clearer pricing models, and simplified initial setup. They also desire more intuitive query features and enhanced initial support tiers.

Ease of Deployment and Customer Service: InfluxDB offers flexible deployment across on-premises and cloud environments and is supported by a strong community and online resources, minimizing the need for direct technical support. NetApp Data Infrastructure Insights, while praised for its deployment flexibility across various cloud setups, receives mixed reviews due to complex navigation and initial support tier challenges.

Pricing and ROI: InfluxDB offers a low-cost entry point with its open-source format but incurs additional scaling costs. Despite recent price hikes, it remains attractive for open-source solution seekers. NetApp’s licensing model is complex and based on capacity and feature use, often needing clarification. While some find it costly, others value its pricing efficiency for NetApp environments, noting ROI more in operational efficiency rather than pure cost savings.

To learn more, read our detailed InfluxDB vs. NetApp Data Infrastructure Insights Report (Updated: January 2026).

Buyer's Guide

InfluxDB vs. NetApp Data Infrastructure Insights

January 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 IT Infrastructure Monitoring

21st

Average Rating

8.2

Reviews Sentiment

6.4

Number of Reviews

Ranking in other categories

Non-Relational Databases (2nd), Open Source Databases (8th), Network Monitoring Software (23rd), NoSQL Databases (6th)

NetApp Data Infrastructure ...

Ranking in IT Infrastructure Monitoring

50th

Average Rating

8.6

Reviews Sentiment

7.3

Number of Reviews

Ranking in other categories

Cloud Migration (14th), Cloud Monitoring Software (41st)

Mindshare comparison

As of January 2026, in the IT Infrastructure Monitoring category, the mindshare of InfluxDB is 0.5%, up from 0.5% compared to the previous year. The mindshare of NetApp Data Infrastructure Insights is 1.1%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

IT Infrastructure Monitoring Market Share Distribution
Product	Market Share (%)
InfluxDB	0.5%
NetApp Data Infrastructure Insights	1.1%
Other	98.4%

IT Infrastructure Monitoring

Featured Reviews

Henning Jansen

Senior System Developer at Norled

Tracking vessel movements seamlessly with continuous data collection and query execution

We mainly write and read data from InfluxDB. We perform very simple queries to do time series on a key, which is a unique ID of the vessel. We will select a vessel and select from time to time stamp. That’s what we do. InfluxDB’s core functionality is crucial as it allows us to store our data and execute queries with excellent response times.

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Punit Waghela

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.

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

"The most valuable features are aggregating the data and integration with Graphana for monitoring."

"The most valuable features of InfluxDB are the documentation and performance, and the good plugins metrics in the ecosystem."

"InfluxDB reduced my time to show data without any interruption, also reducing the number of people needed to manage the project; it is very good to have InfluxDB in my project."

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

"While I would rate InfluxDB a ten on a scale of one to ten, users should be thoughtful about matching the engine to their specific needs."

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

More InfluxDB pros

"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."

"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."

"It is good for giving an overview of the systems and for tracking long-term trends. It is handy for root cause analysis, e.g. it can eliminate whether storage is the cause of an issue."

"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."

"All our production clusters are in Cloud Insight. It provides a single pane of glass, giving us visibility into the environment, which allows us to understand if any issues are going on across any of our clusters."

"NetApp Cloud Insights helps with login monitoring and troubleshooting. Previously, if we had performance concerns or needed to interface with other groups and their products, a task that should require only one or two people turned into a six-person job."

More NetApp Data Infrastructure Insights pros

Cons

"I haven't seen a return on investment; unfortunately, I cannot share relevant metrics such as time saved, fewer employees needed, or money saved."

"However, I cannot ignore the challenges I faced while configuring the database with my message brokers, whether Rabbit or Kafka, because the documentation is not properly provided."

"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 interface of InfluxDB is so complex and should be made easier for non-technical people."

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

"I chose an 8 out of 10 because there is room for improvement, such as regarding backups and enhanced security through other types of authentication or encrypted data in TLS."

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

"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

"Their pricing model needs improvement."

"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 first level of NetApp's technical support could be improved."

"The IP-based monitoring could be added in a future release."

"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."

"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."

"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."

"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."

More NetApp Data Infrastructure Insights 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."

"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 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."

"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 solution's pricing is based on the device you purchase and includes support services."

"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 solution is expensive."

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Top Industries

By visitors reading reviews

Manufacturing Company

10%

Financial Services Firm

10%

Computer Software Company

University

Manufacturing Company

27%

Computer Software Company

15%

Consumer Goods Company

Financial Services Firm

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	5
Midsize Enterprise	3
Large Enterprise	8

By reviewers
Company Size	Count
Midsize Enterprise	5
Large Enterprise	8

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 ...

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What needs improvement with InfluxDB?

Although I didn't encounter any significant challenges, I think that if there was a NoSQL version of InfluxDB, that would also help because I have used the SQL version. I wish InfluxDB were also av...

See all answers

What is your primary use case for InfluxDB?

My main use case for InfluxDB involved working on a LEO satellite KPI monitoring application, where I gathered latency, throughput, packet loss, jitter, and various types of network data for severa...

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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 ...

See all answers

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...

See all answers

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...

See all answers

Comparisons

ClickHouse vs InfluxDB

Compared 18% of the time

MongoDB Enterprise Advanced vs InfluxDB

Compared 11% of the time

SQLite vs InfluxDB

Compared 9% of the time

PostgreSQL vs InfluxDB

Compared 7% of the time

MySQL vs InfluxDB

Compared 5% of the time

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Dell CloudIQ vs NetApp Data Infrastructure Insights

Compared 13% of the time

Datadog vs NetApp Data Infrastructure Insights

Compared 10% of the time

Grafana Enterprise Stack vs NetApp Data Infrastructure Insights

Compared 9% of the time

HPE OneView vs NetApp Data Infrastructure Insights

Compared 7% of the time

Instana Infrastructure Monitoring vs NetApp Data Infrastructure Insights

Compared 5% of the time

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Product Reports

Buyer's Guide

InfluxDB

January 2026

Download InfluxDB product report

Buyer's Guide

NetApp Data Infrastructure Insights

January 2026

NetApp Data Infrastructure Insights report

Download NetApp Data Infrastructure Insights product report

Also Known As

No data available

Cloud Insights

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

NetApp Data Infrastructure Insights delivers comprehensive capabilities like visibility, usage optimization, and real-time alerting to manage and report resource utilization efficiently.

NetApp Data Infrastructure Insights focuses on strengthening data security and enhancing performance monitoring. Its sophisticated analytics tools offer clarity on complex resource interdependencies, reducing troubleshooting times. With advanced dashboards and data visualization, users can efficiently monitor performance metrics and optimize infrastructure management. While it boasts numerous features, improvements are needed in reporting, affordability, and simplifying the interface.

What are the key features of NetApp Data Infrastructure Insights?

Visibility and Optimization: Tracks resource utilization to optimize operations.
Real-time Alerting: Provides immediate alerts for performance issues.
Advanced Analytics: Uncovers multi-tiered insights for better decision-making.
Snapshot Capabilities: Enhances security by providing recovery points.
Comprehensive Dashboards: Visualizes complex data for performance monitoring.

What benefits and ROI should users expect?

Improved Efficiency: Streamlines performance monitoring and troubleshooting.
Increased Security: Identifies vulnerabilities like ransomware threats.
Resource Optimization: Forecasts capacity needs to prevent bottlenecks.
Seamless Integration: Unifies technologies like VMware and Nutanix for cohesive management.

Organizations implementing NetApp Data Infrastructure Insights across industries can expect improved analysis capabilities and security measures. From finance to healthcare, entities rely on its ability to integrate diverse environments like virtualization or storage management, enhancing predictability and efficiency in their operations.

NetApp

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. NetApp Data Infrastructure Insights

January 2026

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