Honeycomb Enterprise vs Splunk Observability Cloud comparison

Honeycomb.io and Splunk are both solutions in the Application Performance Monitoring (APM) and Observability category. Honeycomb.io is ranked #27 with an average rating of 8.0, while Splunk is ranked #7 with an average rating of 8.3. Honeycomb.io holds a 1.3% mindshare in APM, compared to Splunk’s 2.3% mindshare. Additionally, 100% of Honeycomb.io users are willing to recommend the solution, compared to 94% of Splunk users who would recommend it.

Honeycomb Enterprise

Read 5 Honeycomb Enterprise reviews

2,899 Views
2,493 Comparison Views

100% willing to recommend

Splunk Observability Cloud

Read 78 Splunk Observability Cloud reviews

8,968 Views
4,753 Comparison Views

94% willing to recommend

Honeycomb Enterprise

Splunk Observability Cloud

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Executive SummaryUpdated on Feb 8, 2026

Splunk Observability Cloud and Honeycomb Enterprise are observability tools. Splunk is generally stronger due to its extensive features, while Honeycomb is preferred for its high-fidelity debugging and cost-effectiveness.

Features: Splunk Observability Cloud offers robust log management, analytics, and system integrations, providing extensive customization. Honeycomb Enterprise focuses on event-driven data modeling, fast query capabilities, and excellent issue resolution responsiveness.

Room for Improvement: Splunk could improve by reducing setup costs, optimizing system requirements, and enhancing feature depth for specific industries. Honeycomb would benefit from broader feature offerings, improving deployment efficiency, and enhancing its AI capabilities.

Ease of Deployment and Customer Service: Both platforms offer efficient deployments. Splunk's mature ecosystem ensures a smoother setup with comprehensive documentation and robust support. Honeycomb requires more technical investment, suitable for specialized teams seeking control, with effective customer support.

Pricing and ROI: Splunk may have higher setup costs due to its extensive features, offering long-term ROI for large implementations. Honeycomb is cost-effective, especially for environments needing precise insights without unnecessary overhead, providing immediate ROI through detailed issue resolution.

To learn more, read our detailed Honeycomb Enterprise vs. Splunk Observability Cloud Report (Updated: February 2026).

Buyer's Guide

Honeycomb Enterprise vs. Splunk Observability Cloud

February 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

Honeycomb Enterprise

Ranking in Application Performance Monitoring (APM) and Observability

27th

Average Rating

7.2

Reviews Sentiment

5.3

Number of Reviews

Ranking in other categories

AI Code Assistants (11th), AI Observability (73rd)

Splunk Observability Cloud

Ranking in Application Performance Monitoring (APM) and Observability

7th

Average Rating

8.2

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

Network Monitoring Software (7th), IT Infrastructure Monitoring (7th), Cloud Monitoring Software (6th), Container Management (6th), Digital Experience Monitoring (DEM) (2nd)

Mindshare comparison

As of February 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Honeycomb Enterprise is 1.3%, down from 1.6% compared to the previous year. The mindshare of Splunk Observability Cloud is 2.3%, up from 1.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Application Performance Monitoring (APM) and Observability Market Share Distribution
Product	Market Share (%)
Splunk Observability Cloud	2.3%
Honeycomb Enterprise	1.3%
Other	96.4%

Application Performance Monitoring (APM) and Observability

Featured Reviews

meetharoon

CEO at a computer software company with 10,001+ employees

Its pattern-matching and code transformation capabilities can be adapted for mass identification and remediation of vulnerable libraries

I asked very specific questions to Mr. Pell about consideration of code security scenarios in pattern design and rules, specifically that tuned with OWASP Top 10. I believe addition of code security focus can be a value-add, though the way Grit architecture is designed and how it works, it is and may not become an alternative choice of code security solutions. Rather, it must be treated as a powerful supplementary tool that augments the existing code security solutions (such as Snyk or Checkmarx) in a DevSecOps or Secure DevOps environment. Anyone interested in learning more on this front or have queries, can get in touch with me for a consulting.

Read full review

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.

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

"The solution's initial setup process was straightforward since we were getting enough support from Honeycomb.io's team."

"It's very scalable since we used it for a really big organization and it worked."

"The solution's most valuable features are the queries for the OpenTelemetry events and all the tracing."

"The approach offers significant benefits in terms of efficiency, consistency, and proactive security management, particularly valuable for organizations with large, distributed development teams."

"Honeycomb Enterprise has positively impacted our organization by providing live alerts."

"The most valuable thing that we have seen within our group is the ability to ingest all this raw data and have it organized in a certain way so that different groups can get effective alerting from this massive amount of raw data that is out there."

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

"The dashboards in Splunk Observability Cloud are amazing, and if you configure them correctly, they are amazing, and it is quite fast as well."

"It's starting to help reduce our Mean Time to Detect (MTDD) because the visibility we gain is unprecedented, allowing us insight into applications that we've never had before."

"I manage six tools, but Splunk Observability Cloud is one of my favorites, and I aspire to build my career specializing in it because it has great features, more attention in the market, and is a relatively new tool with promising growth."

"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."

"The tool is efficient in collecting, monitoring and evaluating logs."

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

More Splunk Observability Cloud pros

Cons

"However, the reason it's only five is because it's lagging behind in terms of AI-compatible features."

"We can make alerts based on static numbers, which may block us from building alerts that could be generic enough or could be serviced."

"I rate Honeycomb Enterprise a seven out of ten because I feel a lot of the journeys could be made cleaner."

"The way Grit architecture is designed and how it works, it is and may not become an alternative choice of code security solutions."

"The process of log scraping gets delayed on Honeycomb.io. At times, it gives false alerts to the application team."

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

"The main improvement I would suggest for Splunk Observability Cloud would be offering the ability to implement custom apps, specifically allowing Python scripts that Splunk Cloud could host."

"The integrations need to be improved for Splunk Observability Cloud."

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

"It does not have a user-friendly interface and it is difficult to use."

"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."

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

"Splunk Observability Cloud has not yet completely improved our operational performance for our company's resilience as we are just starting out, however, it will help us ultimately to reduce incident time."

More Splunk Observability Cloud cons

Pricing and Cost Advice

Information not available

"It appears to be expensive compared to competitors."

"The pricing is reasonable."

"Licensing cost is the biggest argument I get from those divesting from Splunk. There are those within our organization who say we are going to go to other tools since Splunk is too expensive."

"Splunk Observability Cloud is expensive."

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

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

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

"Splunk APM is expensive."

More Splunk Observability Cloud pricing and cost advice

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Top Industries

By visitors reading reviews

Computer Software Company

16%

Financial Services Firm

12%

Manufacturing Company

Comms Service Provider

Financial Services Firm

13%

Computer Software Company

10%

Manufacturing Company

Retailer

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	20
Midsize Enterprise	10
Large Enterprise	50

Questions from the Community

What needs improvement with Honeycomb.io?

See all answers

What is your primary use case for Honeycomb.io?

Although Grit is a tool code code migration and management of technical debt for large chunks of work, we reviewed Grit from the use case of assisting in faster remediation of vulnerable libraries....

See all answers

What advice do you have for others considering Honeycomb.io?

We set up Honeycomb.io on all the services so that we can have all the set traces of the communication between all the services inside the company. This helps us understand where it could be failin...

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 13% of the time

Grafana vs Honeycomb Enterprise

Compared 9% of the time

Datadog vs Honeycomb Enterprise

Compared 6% of the time

New Relic vs Honeycomb Enterprise

Compared 6% of the time

Elastic Observability vs Honeycomb Enterprise

Compared 5% of the time

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Avantra vs Splunk Observability Cloud

Compared 3% of the time

Observe vs Splunk Observability Cloud

Compared 2% of the time

Datadog vs Splunk Observability Cloud

Compared 2% of the time

Cribl vs Splunk Observability Cloud

Compared 2% of the time

Chronosphere vs Splunk Observability Cloud

Compared 2% of the time

More Splunk Observability Cloud Competitors

Product Reports

Buyer's Guide

Application Performance Monitoring (APM) and Observability

February 2026

Download Honeycomb Enterprise product report

Buyer's Guide

Splunk Observability Cloud

January 2026

Download Splunk Observability Cloud product report

Also Known As

Grit

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

Overview

Honeycomb Enterprise is designed to optimize performance visibility, offering a robust platform for distributed system observability. It provides insights for complex data and aids in faster issue resolution, making it a valuable tool for IT professionals.

This tool is tailored for real-time data tracking and improving system performance efficiency. Enterprises benefit from its capacity to handle large-scale data, ensuring seamless operations and continuity. Honeycomb Enterprise helps teams to tackle data challenges head-on by delivering comprehensive analytics that enhance infrastructure reliability and performance metrics.

What Features Make Honeycomb Enterprise Stand Out?

High-Resolution Visibility: Enables detailed system monitoring to identify issues quickly.
Trace Analysis: Offers powerful tracing of distributed systems for in-depth insights.
Data Scalability: Manages extensive data sets effortlessly for better decision-making.
Real-Time Alerts: Provides instant alerts to preempt potential disruptions.
Collaboration Tools: Facilitates teamwork with integrated tools enhancing productivity.

What Benefits and ROI Can Users Expect?

Reduced Downtime: Faster detection and resolution of issues minimizes operational interruptions.
Cost Efficiency: Optimizes resources leading to lower operational costs.
Improved Decision Making: Enhanced data analytics lead to smarter business strategies.
Enhanced Productivity: Streamlined processes improve team efficiency and output quality.

In industries like finance, e-commerce, and technology, Honeycomb Enterprise implementations demonstrate its utility in managing complex data flows and optimizing system reliability. Businesses in these sectors leverage its capabilities to maintain high service standards and operational efficiency.

Honeycomb.io

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

Clover Health, Eaze, Intercom, Fender

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

Buyer's Guide

Honeycomb Enterprise vs. Splunk Observability Cloud

February 2026

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