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 #13 with an average rating of 8.6, while Splunk is ranked #7 with an average rating of 8.4. Grafana Labs holds a 1.1% mindshare in IM, compared to Splunk’s 2.0% mindshare. Additionally, 92% of Grafana Labs users are willing to recommend the solution, compared to 96% of Splunk users who would recommend it.

Grafana Enterprise Stack

Read 14 Grafana Enterprise Stack reviews

1,380 Views
1,366 Comparison Views

92% willing to recommend

Splunk Observability Cloud

Read 75 Splunk Observability Cloud reviews

7,605 Views
2,662 Comparison Views

96% willing to recommend

Grafana Enterprise Stack

Splunk Observability Cloud

Comparison Buyer's Guide

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Executive SummaryUpdated on Dec 28, 2025

Splunk Observability Cloud and Grafana Enterprise Stack are prominent competitors in the data observability and analysis category. Grafana seems to have the upper hand in visualization and integration capabilities, while Splunk offers a comprehensive solution with extensive monitoring features.

Features: Splunk Observability Cloud provides in-depth application performance monitoring, advanced real-time alerting, and extensive data integration options, allowing detailed insights into application dynamics. Grafana Enterprise Stack offers visually intuitive dashboards, a wide range of visualization options, and efficient real-time monitoring, making it ideal for dynamic data representation and integration with various data sources.

Room for Improvement: Splunk users seek better integration, streamlined automation, and reduced setup complexity, with high costs being a significant concern. Grafana users call for better documentation, ease of configuration, and more advanced features like AI integration, emphasizing enhanced alert capabilities and support for complex data sets.

Ease of Deployment and Customer Service: Splunk Observability Cloud offers flexible deployment across on-premises, public, and hybrid clouds, with responsive technical support, though consistency can improve. Grafana Enterprise Stack provides versatile deployment options, relying on comprehensive community support, which may lack direct vendor interaction but offers stability and a strong community-driven approach.

Pricing and ROI: Splunk's pricing is considered high, though offset by its extensive feature set, with a capacity-based licensing model that raises sustainability concerns. Grafana offers a cost-effective alternative, particularly for smaller teams, with competitive enterprise licensing and significant community support to manage expenses. Both solutions offer a positive ROI, with Splunk justifying its premium through features and Grafana providing more accessible entry-level options.

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

Buyer's Guide

Grafana Enterprise Stack vs. Splunk Observability Cloud

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

Grafana Enterprise Stack

Ranking in IT Infrastructure Monitoring

13th

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

7th

Average Rating

8.2

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Application Performance Monitoring (APM) and Observability (8th), Network Monitoring Software (6th), Cloud Monitoring Software (6th), Container Management (6th), Digital Experience Monitoring (DEM) (2nd)

Mindshare comparison

As of January 2026, in the IT Infrastructure Monitoring category, the mindshare of Grafana Enterprise Stack is 1.1%, up from 0.7% compared to the previous year. The mindshare of Splunk Observability Cloud is 2.0%, up from 1.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.

IT Infrastructure Monitoring Market Share Distribution
Product	Market Share (%)
Splunk Observability Cloud	2.0%
Grafana Enterprise Stack	1.1%
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

Dhananjay Dileep

Senior Software Engineer at a consultancy with 10,001+ employees

Unified monitoring has improved end-to-end visibility and reduced detection time across apps

When we have too many detectors in place for one particular app, such as when I have created 50+ detectors through my account, the entire page becomes a bit loaded when creating the 51st detector, feeling heavy and taking time to load. Additionally, it throws random errors; for example, when we try to save one detector, it might throw some random error which is not even related, with something else being wrong, not that particular error, but the underlying root cause might be different. Sometimes the error is just "some problem occurred," and we are not able to point out what the real cause is. This mainly happens when we have too many detectors or too many alerts in place rather than a standard number. One more thing is in the alert rules; if we have a main general alert, and instead of creating a new detector, we are adding a new rule under one detector, when the number of rules also increases, such as when we have 10 or 15 rules under one generic detector, that again creates the same kind of problem, taking some time to save that particular newly added rule, and it might not save at times, just keeps on spinning. Those are the two drawbacks which I spotted recently; other than that, everything looks perfect.

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 truly reliable."

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

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

"Grafana has enough features around dashboard management. It's got enough plugins to create your dashboards."

"Our productivity has improved with its use."

"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."

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

"The most valuable features for us are dashboards; we can dashboard anything that we can think of, we can dashboard and measure."

More Grafana Enterprise Stack pros

"What I appreciate most about Splunk Observability Cloud is the correlation feature, specifically the ease of correlating logs and issues to those traces to see where within the path of the business function is failing."

"Splunk Infrastructure Monitoring reduces our mean time to resolve. We are more proactive than reactive."

"Splunk Infrastructure Monitoring provided our customers with visibility into their overall infrastructure."

"The initial setup of Splunk Real User Monitoring (RUM) was easy."

"The features are pretty much ready out of the box."

"The ability to create custom dashboards is one of the best features and that's typically why most people deploy Splunk. Users can create dashboards for just about anything."

"Splunk's dashboards are great."

"The features are pretty much ready out of the box."

More Splunk Observability Cloud pros

Cons

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

"The solution should include integration with Power BI."

"If Grafana Enterprise Stack could display transaction queries in dashboard format similar to New Relic, it would provide more options and capabilities for users."

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

"The connection between metrics, logs, and traces could be improved."

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

"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."

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

More Grafana Enterprise Stack cons

"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."

"We have both on-prem and cloud, and the challenge is getting all our log data aggregated or streams aggregated so that it is real-time. We do a pretty good job of that, but our organization is not using it as a security platform when it can do a great job of that."

"The UI enhancements could be a way to improve the solution in the future."

"They can improve the flow system and the keyword language. It has predefined keywords, but they can be improved."

"This solution is difficult to configure and the instructions are complex."

"Primarily, the logs in Splunk APM can be challenging to navigate and comprehend, making it difficult to understand the details within each log. Compared to other tools like LogDNA, which are more intuitive in this aspect, the logs in Splunk APM can require more effort to understand."

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

"The only strain point we've encountered with Splunk Observability Cloud is that the search times can be lengthy for some things."

More Splunk Observability Cloud cons

Pricing and Cost Advice

"I use the tool's free license."

"Splunk Observability Cloud is expensive."

"The solution's pricing is costly."

"Splunk has been fairly expensive, but it has been predictable."

"The solution's pricing is competitive. I rate the solution's pricing a seven out of ten. The price of the solution could be cheaper."

"Splunk APM is expensive."

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

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

"The price of Splunk APM is less than some of its competitors."

More Splunk Observability Cloud pricing and cost advice

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Top Industries

By visitors reading reviews

Energy/Utilities Company

18%

Financial Services Firm

15%

Manufacturing Company

10%

Computer Software Company

10%

Financial Services Firm

13%

Manufacturing Company

10%

Computer Software Company

Retailer

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	20
Midsize Enterprise	10
Large Enterprise	47

Questions from the Community

What do you like most about Grafana Enterprise Stack?

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,...

See all answers

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. ...

See all answers

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 14% of the time

LiveNX vs Grafana Enterprise Stack

Compared 11% of the time

OpsRamp vs Grafana Enterprise Stack

Compared 8% of the time

Lenovo XClarity Orchestrator vs Grafana Enterprise Stack

Compared 8% of the time

PRTG Network Monitor vs Grafana Enterprise Stack

Compared 7% of the time

More Grafana Enterprise Stack Competitors

Sentry vs Splunk Observability Cloud

Compared 3% of the time

Observe vs Splunk Observability Cloud

Compared 2% of the time

Avantra vs Splunk Observability Cloud

Compared 2% of the time

Honeycomb Enterprise vs Splunk Observability Cloud

Compared 2% of the time

Cribl vs Splunk Observability Cloud

Compared 2% of the time

More Splunk Observability Cloud Competitors

Product Reports

Buyer's Guide

Grafana Enterprise Stack

January 2026

Download Grafana Enterprise Stack product report

Buyer's Guide

Splunk Observability Cloud

December 2025

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

January 2026

Free Report: Grafana Enterprise Stack vs. Splunk Observability Cloud

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