Grafana Enterprise Stack vs Splunk Observability Cloud comparison

Grafana Labs and Splunk are both solutions in the IT Infrastructure Monitoring category. Grafana Labs is ranked #20 with an average rating of 8.6, while Splunk is ranked #5 with an average rating of 8.4. Grafana Labs holds a 0.9% mindshare in IM, compared to Splunk’s 2.2% mindshare. Additionally, 92% of Grafana Labs users are willing to recommend the solution, compared to 95% of Splunk users who would recommend it.

Grafana Enterprise Stack

Read 14 Grafana Enterprise Stack reviews

2,518 Views
2,493 Comparison Views

92% willing to recommend

Splunk Observability Cloud

Read 88 Splunk Observability Cloud reviews

17,350 Views
7,114 Comparison Views

95% willing to recommend

Grafana Enterprise Stack

Splunk Observability Cloud

Comparison Buyer's Guide

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Executive SummaryUpdated on Mar 29, 2026

Splunk Observability Cloud and Grafana Enterprise Stack both compete in the observability and monitoring sector. Splunk has the upper hand due to its comprehensive data integration and robust customer service approach.

Features: Splunk Observability Cloud offers APM monitoring, fast alerting systems, and real-time dashboards that provide insightful data integration, enhancing utility and efficiency. Grafana Enterprise Stack provides user-friendly dashboard creation, intuitive visualizations, and real-time monitoring capabilities which offer extensive insights.

Room for Improvement: Splunk needs to focus on enhancing pricing transparency, streamlining its learning curve, and improving log management. Grafana could benefit from easier configuration processes, enhanced dashboard customization, and improved AI functionalities.

Ease of Deployment and Customer Service: Splunk is adaptable to on-premises, cloud, and hybrid setups, with generally responsive customer service. Grafana supports hybrid and on-premises deployments, but improvements in support responsiveness could help it match Splunk's proactive service.

Pricing and ROI: Splunk is perceived as pricey but delivers significant ROI in efficiency and reduced downtime. Grafana's open-source roots provide a cost-effective alternative, offering features that minimize operating costs while delivering value.

To learn more, read our detailed Grafana Enterprise Stack vs. Splunk Observability Cloud Report (Updated: April 2026).

Buyer's Guide

Grafana Enterprise Stack vs. Splunk Observability Cloud

April 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

Grafana Enterprise Stack

Ranking in IT Infrastructure Monitoring

20th

Average Rating

8.4

Reviews Sentiment

6.1

Number of Reviews

Ranking in other categories

No ranking in other categories

Splunk Observability Cloud

Ranking in IT Infrastructure Monitoring

5th

Average Rating

8.2

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Application Performance Monitoring (APM) and Observability (5th), Network Monitoring Software (6th), Cloud Monitoring Software (4th), Container Management (5th), Digital Experience Monitoring (DEM) (2nd)

Mindshare comparison

As of July 2026, in the IT Infrastructure Monitoring category, the mindshare of Grafana Enterprise Stack is 0.9%, down from 0.9% compared to the previous year. The mindshare of Splunk Observability Cloud is 2.2%, up from 1.5% 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%
Grafana Enterprise Stack	0.9%
Other	96.9%

IT Infrastructure Monitoring

Featured Reviews

Rajan M

Test Lead at Calpine Group

Efficient monitoring and alerting enhance operational insights

With Grafana Enterprise Stack, we can identify issues that New Relic cannot help with. While New Relic requires purchase and supports frontend and backend components, Grafana Enterprise Stack helps identify where issues are occurring. When we need to deep dive into issues, we use New Relic to trace transactions and determine where maximum impact occurs, whether in core size, DB side, or frontend components that slow performance. We first evaluate with Grafana Enterprise Stack, then move to New Relic if we identify performance degradation, such as DB queries taking too much time. Grafana Enterprise Stack responds to queries within 6 to 12 hours. They contact users through email immediately when available. Similarly, New Relic follows the same pattern, responding immediately when requests are raised and resolving issues promptly.

Read full review

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.

Read full review

Quotes from Members

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

Pros

"It is very easy to deploy and integrate with any application or infrastructure layer."

"Grafana's full observability stack, known as LGTM, is highly valuable."

"Grafana Enterprise Stack is a powerful open-source platform with robust capabilities in data visualizations, dashboard creations, and alerting."

"Compared to other packages, Grafana Enterprise Stack is user-friendly and easy to configure quickly."

"The most valuable features of Grafana for data visualization are its ability to create intuitive dashboards and its wide range of visualization options like graphs, charts, and tables."

"The tool's most valuable feature is real-time monitoring. It helps in securing the application or the node by allowing us to monitor and manage resource consumption during peak times. For instance, from 10 AM to 2 PM, we may experience high memory utilization. It helps us to solve these issues."

"The dashboards are pretty good."

"Grafana's most valuable feature is its ability to provide a graphical representation of data collected from various sources."

More Grafana Enterprise Stack pros

"Splunk Observability Cloud is extremely reliable and an extremely trusted source, and it has definitely gained public faith and public trust."

"The tool's stability is great."

"Splunk Observability Cloud has helped improve my operational performance; previously, we used Elastic for similar purposes, and this has allowed us much more visibility into what we're working on with usable dashboards and metrics, which has been awesome."

"I find the monitoring console very helpful. With one click, I can see how we are performing, and at the same time, I can see what data is flowing."

"The most valuable features include user time tracking and the ability to analyze application load times."

"I like the fact that Splunk APM makes it easy to connect to the application database and run queries against the data."

"In terms of the application performance security, application performance tooling has been a key factor for me using Splunk."

"The most valuable feature in this solution is the log searching."

More Splunk Observability Cloud pros

Cons

"The connection between metrics, logs, and traces could be improved. Currently, one needs to ingest labels and timestamps for them to be connected, however, drilling down sometimes takes time."

"I have encountered occasional issues with false inputs or incorrect data in Grafana."

"I find Grafana really hard to configure. It's difficult to build the dashboard, and it's non-intuitive. In my opinion, it's very difficult to work with Grafana."

"They could use more small tutorials to explain a bit about how Grafana works."

"The solution should include integration with Power BI."

"Integrating AI capabilities for automated self-healing and reduced manual interventions would be valuable."

"In terms of what Grafana provides, it just provides the charting tools. Everything else is third-party."

"Grafana Enterprise Stack is complex and not easy or simple."

More Grafana Enterprise Stack cons

"The feedback is that Splunk Observability Cloud is forcing me to modify my logs that I am ingesting in Splunk Observability Cloud in a specific format."

"Integrating some third-party add-ons can be challenging, involving many implementation and configuration steps."

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

"The solution should have more sensors regarding fiber intelligence for security measures."

"Technical support is good but could be improved, particularly concerning the time taken for ticket resolution."

"It's a bit difficult to use. It takes some time to get into it and to get it to do what you would like it to do. It is not straightforward to use it."

"We never had any issues when it comes to the type of use cases we are using it for. We did not need more advancement on it, but I know that, in general, everything can be updated. There are tiny little tweaks that can be made regardless of whether it looks better or has a different flow to it than it does right now, but it works pretty well for what we use it for."

"I would like to see a very detailed tutorial about it and how any newcomer can be able to use it."

More Splunk Observability Cloud cons

Pricing and Cost Advice

"I use the tool's free license."

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

"The pricing is reasonable."

"It is expensive."

"It appears to be expensive compared to competitors."

"Splunk APM is expensive."

"This is an expensive solution."

"Splunk's infrastructure monitoring costs can be high because our billing is based on data volume measured in terabytes, rather than the number of devices being monitored."

More Splunk Observability Cloud pricing and cost advice

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Top Industries

By visitors reading reviews

Energy/Utilities Company

19%

Financial Services Firm

13%

Manufacturing Company

10%

Computer Software Company

Financial Services Firm

12%

Manufacturing Company

Computer Software Company

Construction Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	6
Midsize Enterprise	1
Large Enterprise	7

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

Questions from the Community

What needs improvement with Grafana Enterprise Stack?

I am trying to think about its advanced alerting features; we do not use it too much for that. We do get it to report through to our help desk system and if a threshold gets broken, then a ticket i...

See all answers

What is your primary use case for Grafana Enterprise Stack?

I have switched to a different suite, focusing on customer edge solutions that are mostly Fortinet. To manage it, I use Grafana Enterprise Stack and a whole bunch of tools that we wrote ourselves. ...

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What advice do you have for others considering Grafana Enterprise Stack?

We use Grafana Enterprise Stack in all of our clients. I rate this product an eight out of ten.

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...

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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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Compared 6% of the time

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Compared 5% of the time

Lenovo XClarity Orchestrator vs Grafana Enterprise Stack

Compared 5% of the time

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Avantra vs Splunk Observability Cloud

Compared 3% of the time

Datadog vs Splunk Observability Cloud

Compared 3% of the time

Kentik vs Splunk Observability Cloud

Compared 2% of the time

Grafana vs Splunk Observability Cloud

Compared 2% of the time

VMware Aria Operations for Applications vs Splunk Observability Cloud

Compared 2% of the time

More Splunk Observability Cloud Competitors

Product Reports

Buyer's Guide

Grafana Enterprise Stack

June 2026

Download Grafana Enterprise Stack product report

Buyer's Guide

Splunk Observability Cloud

June 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

Grafana Enterprise Stack is a powerful tool for real-time data monitoring and visualization. With its flexible and scalable features, it is widely used for creating dashboards, analyzing metrics, and gaining insights into infrastructure, databases, and applications.

Its valuable features include powerful visualization capabilities, extensive data source integrations, customizable dashboards, a user-friendly interface, and a robust alerting system. Users appreciate its flexibility, scalability, and ability to integrate with different data sources, making it suitable for a wide range of industries and use cases.

Grafana Labs

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

1. Uber 2. PayPal 3. eBay 4. Sony 5. Red Hat 6. IBM 7. Cisco 8. Adobe 9. Expedia 10. Booking.com 11. Airbnb 12. LinkedIn 13. Twitter 14. Netflix 15. Spotify 16. Pinterest 17. Slack 18. GitLab 19. Docker 20. Atlassian 21. Salesforce 22. Microsoft 23. Google 24. Amazon 25. Facebook 26. Apple 27. Intel 28. Oracle 29. SAP 30. VMware 31. HP 32. Dell

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

Buyer's Guide

Grafana Enterprise Stack vs. Splunk Observability Cloud

April 2026

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