Netdata vs Splunk Observability Cloud comparison

Netdata and Splunk are both solutions in the IT Infrastructure Monitoring category. Netdata is ranked #31 with an average rating of 9.5, while Splunk is ranked #7 with an average rating of 8.3. Netdata holds a 1.1% mindshare in IM, compared to Splunk’s 2.2% mindshare. Additionally, 100% of Netdata users are willing to recommend the solution, compared to 95% of Splunk users who would recommend it.

Netdata

Read 2 Netdata reviews

3,002 Views
2,432 Comparison Views

100% willing to recommend

Splunk Observability Cloud

Read 88 Splunk Observability Cloud reviews

16,217 Views
6,487 Comparison Views

95% willing to recommend

Netdata

Splunk Observability Cloud

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Executive SummaryUpdated on Mar 29, 2026

Splunk Observability Cloud and Netdata compete in the observability and monitoring space. Splunk is favored for its advanced features and analytics, while Netdata is noted for cost-effectiveness and simplicity.

Features: Splunk Observability Cloud offers advanced analytics, machine learning capabilities, and real-time monitoring, suitable for large-scale operations needing detailed insights. Netdata provides lightweight architecture, real-time health monitoring, and easy setup, ideal for smaller to mid-size infrastructures. Splunk focuses on extensive analytical tools, whereas Netdata emphasizes simplicity and efficiency.

Ease of Deployment and Customer Service: Splunk provides comprehensive deployment models with extensive customer service and documentation, fitting organizations needing tailored solutions. Netdata offers simple deployment with community-driven support, emphasizing straightforward access and community backing.

Pricing and ROI: Splunk involves higher setup costs, offering high ROI through powerful features, appealing to enterprises aiming for long-term gains. Netdata's low setup cost and fast time-to-value through simplified solutions provide attractive ROI for budget-friendly businesses.

To learn more, read our detailed Netdata vs. Splunk Observability Cloud Report (Updated: June 2026).

Buyer's Guide

Netdata vs. Splunk Observability Cloud

June 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

Netdata

Ranking in IT Infrastructure Monitoring

31st

Ranking in Cloud Monitoring Software

20th

Average Rating

9.6

Reviews Sentiment

6.0

Number of Reviews

Ranking in other categories

Server Monitoring (15th)

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

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 Netdata is 1.1%, up from 1.0% 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
Product	Mindshare (%)
Splunk Observability Cloud	2.2%
Netdata	1.1%
Other	96.7%

IT Infrastructure Monitoring

Featured Reviews

YeshwanthKumar Sundar

Site Reliability Engineer at a tech vendor with 5,001-10,000 employees

Real-time monitoring has improved incident detection and simplifies per-second troubleshooting

The key area for improvement is data retention and historical analysis. Netdata is excellent for real-time monitoring, but for long-term storage and deep historical insights, it usually needs to be integrated with other tools. Improving built-in long-term retention would make it more complete. Another area I see is data aggregation, where it correlates multiple nodes; while it provides great per-node visibility, having more advanced centralized views and correlations across systems would help in larger-scale environments. Customization of alerts and anomaly detection could also be enhanced. One area needing improvement is access control and security features. Stronger RBAC and user management would help control who can view data. Another area would be customization of dashboards, alerting integrations, and improving enterprise-level scalability features.

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Purnambica Kolavennu

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.

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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

"The biggest ROI I have seen is in incident detection, with improvements of forty to fifty percent, troubleshooting time by thirty to forty percent, and productivity gains of around twenty-five to thirty percent."

"Netdata has positively impacted my organization by improving downtime and incident response workflows through real-time visibility into infrastructure and application performance."

"Previously with other applications, analyzing and controlling our API latency required almost five to six hours a day of resources, but with Splunk Observability Cloud, I only need to allocate one to two hours maximum per day to accomplish the same tasks."

"Splunk Observability Cloud scales with the growing needs of my organization effectively."

"The dashboards are the features of Splunk Observability Cloud that I appreciate the most, providing visual representation of all data and text, which has benefited my organization by speeding up people's jobs and allowing a place to monitor all logs, as there are usually thousands of entries coming in which can become very disorderly."

"Splunk's GUI and dashboard capacity are the most valuable features of Splunk Infrastructure Monitoring."

"Initially, before Splunk, we had a long time to resolve issues. Now, with Splunk Observability Cloud, we will be able to solve them quickly and know exactly where the issue is."

"After implementing observability, I could see end-to-end transaction tracing and quickly identify where issues arose, which reduced troubleshooting time and improved overall application stability and availability for our customers and systems."

"We are happy with what we have, how it is deployed and how it serves the need we have deployed it to fill."

"Splunk APM provides a holistic view of the application. Unlike other APMs, Splunk's service map is quite effective."

More Splunk Observability Cloud pros

Cons

"The key area for improvement is data retention and historical analysis."

"They need more EDR functionalities."

"If it is a new deployment and you have a medium client with about 2,000 users or computers or servers, it will take about six months just to install and configure."

"There are several performance enhancement areas for Splunk Observability Cloud. For instance, Splunk Observability Cloud's IT service intelligence core part needs improvements as clients request more IT services performance matrices than the current system supports."

"They can get more integration with a few more products. They can also update some of the dashboards that are in there now."

"A lot of customers had a hard time effectively searching within the data in Splunk. There is a learning curve from searches to indexes and using all the macros that we have created. It is a little difficult for somebody who has not used it quite a bit and does not have a lot of practice with it, but the AI features that we have been hearing about through Splunk will make it a lot easier for us to use human language to search this data. That is big. That is pretty powerful, and that will help a lot with our customers."

"What I don't like is that you are not sure all the data is recorded."

"If a customer utilizes third-party tools and wants to forward data from Splunk Observability Cloud, seamless integration would be beneficial."

"Splunk APM's performance could be improved - at the moment, it's very slow and takes forever to give me what I want."

More Splunk Observability Cloud cons

Pricing and Cost Advice

Information not available

"Splunk Observability Cloud is expensive."

"The pricing is based on several factors, including the scale of deployment."

"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."

"Splunk Infrastructure Monitoring is an expensive solution."

"Splunk APM is a very cost-efficient solution."

"Splunk APM is expensive."

"The product is a bit expensive considering the competition but the company may negotiate the price."

"It appears to be expensive compared to competitors."

More Splunk Observability Cloud pricing and cost advice

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Top Industries

By visitors reading reviews

Transportation Company

64%

Comms Service Provider

Computer Software Company

Financial Services Firm

13%

Manufacturing Company

Computer Software Company

Construction Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	32
Midsize Enterprise	8
Large Enterprise	55

Questions from the Community

What is your experience regarding pricing and costs for Netdata?

As I am going with the subscription-based model in the SaaS, the pricing and setup cost are very nice, and the setup is very easy since I am running the server inside GCP.

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What needs improvement with Netdata?

Netdata can be improved by incorporating AI-driven anomaly detection and predictive monitoring capabilities to forecast potential bottlenecks. Additionally, broader native integrations with enterpr...

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What is your primary use case for Netdata?

Netdata serves as my real-time monitoring and observability platform for infrastructure and application performance monitoring, providing highly detailed real-time metrics with minimal setup and lo...

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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...

See all answers

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 ...

See all answers

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 ...

See all answers

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Product Reports

Buyer's Guide

Server Monitoring

May 2026

Download Netdata product report

Buyer's Guide

Splunk Observability Cloud

May 2026

Download Splunk Observability Cloud product report

Also Known As

No data available

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

Overview

Netdata offers real-time performance monitoring and troubleshooting across infrastructures. It provides deep insights and metrics visualization, ensuring seamless operation and efficiency for IT systems.

Netdata is widely regarded in IT environments for its comprehensive monitoring capabilities utilizing a highly adaptive data collection approach. It supports a large array of metrics enabling users to maintain peak performance. Users can visualize data with clarity, allowing for quick identification of issues and efficient resource management. Netdata employs an open-source approach, ensuring flexibility and community-driven enhancements.

What are Netdata's key features?

Real-time Monitoring: Provides immediate insights into system performance.
Scalability: Handles complex environments, monitoring thousands of nodes.
Extensive Integrations: Compatible with multiple data sources and platforms.
Customizable Dashboards: Tailors visualizations to specific needs.
Low Resource Usage: Minimizes system impact while monitoring.

What benefits can be expected from Netdata reviews?

Accelerated Issue Resolution: Quickly identifies anomalies and reduces downtime.
Enhanced System Performance: Continuous monitoring boosts efficiency.
Cost-Effectiveness: Open-source model lowers overheads while providing robust features.
Community Support: Benefits from a wide array of contributions and shared expertise.
Increased Scalability: Grows alongside your infrastructure needs without redundancy.

Netdata finds application in industries such as finance, healthcare, and technology where uptime and performance are critical. Its flexible architecture adapts easily to these sectors, ensuring reliable monitoring for cloud operations and on-premise systems alike.

Netdata

Splunk Observability Cloud offers sophisticated log searching, data integration, and customizable dashboards. With rapid deployment and ease of use, this cloud service enhances monitoring capabilities across IT infrastructures for comprehensive end-to-end visibility.

Focused on enhancing performance management and security, Splunk Observability Cloud supports environments through its data visualization and analysis tools. Users appreciate its robust application performance monitoring and troubleshooting insights. However, improvements in integrations, interface customization, scalability, and automation are needed. Users find value in its capabilities for infrastructure and network monitoring, as well as log analytics, albeit cost considerations and better documentation are desired. Enhancements in real-time monitoring and network protection are also noted as areas for development.

What are the key features?

Log Searching: Efficiently search and analyze logs from various sources.
Data Integration: Seamlessly integrate with multiple environments.
Dashboard Customization: Tailor dashboards to specific monitoring needs.
Monitoring Capabilities: Provides comprehensive insights into application performance.
Security Features: Analyze and address security threats across systems.
Visualization Tools: Enhance data analysis and system performance optimization.

Why consider this for ROI?

Comprehensive Visibility: Gain complete insights into IT infrastructure.
Performance Optimization: Improve overall system performance and efficiency.
Rapid Deployment: Quick setup to meet organization demands swiftly.
Enhanced Security: Strengthen security measures through detailed analytics.

In industries, Splunk Observability Cloud is implemented for security management by analyzing logs from detection systems, offering real-time alerts and troubleshooting for cloud-native applications. It is leveraged for machine data analysis, improving infrastructure visibility and supporting network and application performance management efforts.

Splunk

Sample Customers

Information Not Available

Sunrun, Yelp, Onshape, Tapjoy, Symphony Commerce, Chairish, Clever, Grovo, Bazaar Voice, Zenefits, Avalara

Buyer's Guide

Netdata vs. Splunk Observability Cloud

June 2026

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