Netdata vs Splunk Observability Cloud comparison

Netdata and Splunk are both solutions in the IT Infrastructure Monitoring category. Netdata is ranked #33 with an average rating of 9.0, while Splunk is ranked #7 with an average rating of 8.3. Netdata holds a 1.1% mindshare in IM, compared to Splunk’s 2.1% 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

2,580 Views
2,090 Comparison Views

100% willing to recommend

Splunk Observability Cloud

Read 85 Splunk Observability Cloud reviews

14,270 Views
5,565 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 IT Infrastructure Monitoring Report (Updated: May 2026).

Buyer's Guide

IT Infrastructure Monitoring

May 2026

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Helped 896,099 peers since 2012

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

33rd

Ranking in Cloud Monitoring Software

21st

Average Rating

9.6

Reviews Sentiment

5.5

Number of Reviews

Ranking in other categories

Server Monitoring (16th)

Splunk Observability Cloud

Ranking in IT Infrastructure Monitoring

7th

Ranking in Cloud Monitoring Software

6th

Average Rating

8.2

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Application Performance Monitoring (APM) and Observability (7th), Network Monitoring Software (7th), Container Management (5th), Digital Experience Monitoring (DEM) (2nd)

Mindshare comparison

As of May 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 2.1%, up from 1.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

IT Infrastructure Monitoring Mindshare Distribution
Product	Mindshare (%)
Splunk Observability Cloud	2.1%
Netdata	1.1%
Other	96.8%

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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Taiwo Ige

IT Operations Engineer at ABC Supply Co. Inc.

Alerting improves incident response across teams and enables faster awareness before customer impact

Splunk Observability Cloud could be improved in terms of integrations with more technical add-ons, such as Zoom. Although they have one with Zoom, it's not available in the cloud, so having that feature would be beneficial. Essentially, Splunk should continue expanding to create easier ways to ingest logs from different products. The out-of-the-box customizable dashboards in Splunk Observability Cloud are very effective in showcasing IT performance to business leaders. However, there are aspects that could be improved, such as linking dashboards to one another. While IT leaders may not drill down, it's crucial to create levels of dashboards for technical users to find root causes, making it effective for stakeholders.

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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."

"Splunk Observability Cloud has helped me reduce my mean time to detect, and we have worked on around 80 applications last year for one particular client, and since the MTTR has improved drastically, they have given us 245 applications, which is around 150 applications added to the previous number of applications, which is definitely a performance improvement."

"We utilize the APM and auto-detectors, as the core metrics and core alerts are available for us, which are the features of Splunk Observability Cloud that I appreciate the most."

"It's beneficial for monitoring performance and infrastructure, especially when deploying applications with multiple versions with Git."

"I have primarily used it to go back into the past and understand why something happened. It provides enough information to do research and figure things out."

"It can monitor, get the data, and then report on the data."

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

"The solution's basic visibility is one of its most valuable features. So, it is a solution that is easy to use...The solution's initial setup process was straightforward."

"With the metrics collection, I can proactively find incidents and work on the major issues when they happen and predict these issues."

More Splunk Observability Cloud pros

Cons

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

"The cardinality is pretty low."

"In future updates, I would like to see more predefined monitoring query solutions, which could be more effective."

"We currently lack log analysis capabilities in Splunk APM."

"To improve Splunk Observability Cloud, we need more applications to be included in the observability so that more applications can have agents to monitor them and bring that information to the cloud."

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

"Particularly what we're having is disconnection from the cloud console, where we will be working in it and receive a message saying that we've been disconnected and have to wait for it to come up."

"Support from Splunk is not very helpful because Splunk doesn't have a dedicated APM; they only have one APM engineer in Korea."

"Splunk could be better integrated with configuration manager solutions so we can automatically resolve issues without human interference."

More Splunk Observability Cloud cons

Pricing and Cost Advice

Information not available

"Splunk Observability Cloud is expensive."

"The pricing is reasonable."

"It appears to be expensive compared to competitors."

"Splunk Infrastructure Monitoring is an expensive solution."

"This is an expensive solution."

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

"Splunk APM is expensive."

"Splunk offers a 14-day free trial and after that, we have to pay but the cost is reasonable."

More Splunk Observability Cloud pricing and cost advice

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Top Industries

By visitors reading reviews

Transportation Company

65%

Comms Service Provider

Computer Software Company

Financial Services Firm

13%

Manufacturing Company

Computer Software Company

Retailer

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	30
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?

See all answers

What is your primary use case for Netdata?

I have been using Netdata for the past one and a half years, mainly for real-time monitoring and quick visibility into system performance. During this time, I have used it to monitor CPU, memory, d...

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What do you like most about SignalFx?

The most valuable feature is dashboard creation.

See all answers

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

Comparisons

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Compared 8% of the time

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Compared 7% of the time

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Compared 3% of the time

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Compared 2% of the time

VMware Aria Operations for Applications vs Splunk Observability Cloud

Compared 2% of the time

Grafana vs Splunk Observability Cloud

Compared 2% of the time

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Product Reports

Buyer's Guide

Server Monitoring

April 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

IT Infrastructure Monitoring

May 2026

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