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Honeycomb Enterprise vs Splunk ITSI (IT Service Intelligence) comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Feb 8, 2026

Review summaries and opinions

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

ROI

Sentiment score
4.6
Honeycomb Enterprise boosts efficiency and productivity by reducing incident investigation time and enhancing troubleshooting without cutting staff.
Sentiment score
5.8
Splunk ITSI offers quick ROI with reduced resource costs and downtime, improving workflow efficiency and data visibility.
Honeycomb Enterprise played a vital role in identifying the problems in the initial calls itself. That has actually saved us a lot of incidents.
Technical Lead at a tech vendor with 51-200 employees
The biggest return on investment with Honeycomb Enterprise is being able to find, if I am doing production support and something goes wrong, the exact scenario or the exact request and response and the details of that really quickly.
Software Engineer at a non-tech company with 501-1,000 employees
Problems that would previously take one or two hours to isolate were often narrowed down to 20 to 30 minutes using distributed tracing or BubbleUp.
Tech Consultant at multi ideal
We estimate a 30 to 35 percent saving on resource costs and around 25 to 30 percent savings on inventory expenses, all credited to utilizing Splunk ITSI (IT Service Intelligence) effectively.
SIEM Splunk Engineer/Architect at Cepheid
Risks can mean that if one failure happens, it can result in risks in hundreds of thousands of USD.
Technology And Digitization Lead at JLL
It has saved me a lot of money and a lot of time.
IT Associate at Accenture
 

Customer Service

Sentiment score
4.6
Honeycomb Enterprise support is responsive and knowledgeable, with room for improvement in resolving complex issues more quickly.
Sentiment score
6.8
Splunk ITSI's customer service is skilled and responsive, but users desire quicker handling of high-priority cases.
The support team has been knowledgeable and responsive, especially when we had questions about instrumentation, OpenTelemetry integration, or troubleshooting complex observability issues.
Tech Consultant at multi ideal
To highlight what is the issue going on in our currently running 100 requests, we just highlight that one request which is very slow or maybe we just move it to the top so that we can alert everybody that this is the problem.
IT Analyst at cmc
We have never faced an issue with Honeycomb Enterprise.
Full-Stack Software Engineer at mindpathtech
The technical support is excellent, and I would rate it at ten.
Senior consultant at a tech services company with 51-200 employees
We typically have weekly calls with the technical staff, and whenever we encounter issues, they usually reply with solutions within one or two days.
Senior Consultant at a consultancy with 10,001+ employees
I would rate Splunk ITSI (IT Service Intelligence) support at nine or 9.5 because it is a highly effective and handy tool.
Splunk Developer ( Training & Enablement) at DXC Technology
 

Scalability Issues

Sentiment score
5.9
Honeycomb Enterprise supports scalable observability for microservices, efficiently handling large data volumes, but cost management is crucial when scaling.
Sentiment score
7.7
Splunk ITSI efficiently scales in diverse environments, though infrastructure and licensing costs may affect its scalability performance.
When you send traces, you will get the complete view of the life of the code and how it has been executed.
Technical Lead at a tech vendor with 51-200 employees
Honeycomb Enterprise scales best when all the products in the company use it because it allows tracing outside of individual products to see how they interact.
Software Engineer at a non-tech company with 501-1,000 employees
At times we can be shocked to see that this price is too high for involving too many developers on one peak or having a much bigger data set or more advanced features for our use.
IT Analyst at cmc
Splunk is highly scalable, with the ability to expand efficiently.
Senior consultant at a tech services company with 51-200 employees
When we create Glass Tables containing many searches, the Glass Tables sometimes fail due to memory constraints, and we receive error pages.
Senior Consultant at a consultancy with 10,001+ employees
Splunk ITSI (IT Service Intelligence) scalability allows us to predict analytics such as service degradation and perform root cause analysis through metrics, logs, and traces.
Sr. Technical Manager at Vodafone
 

Stability Issues

Sentiment score
7.7
Honeycomb Enterprise is reliable and stable for high-traffic projects, despite occasional latency and tracing issues.
Sentiment score
7.7
Splunk ITSI is stable and reliable, handling large datasets effectively with minimal downtime and generally high user ratings.
They could not get proper tracing with Honeycomb Enterprise at that time.
Lead Engineer at Qualys
In terms of stability and availability, this is an impressive one.
Customer Support Engineer at a insurance company with 10,001+ employees
It provides logging, it provides connection with AWS, it provides connection with Docker, and machines, and local services, and mobile applications also.
Full-Stack Software Engineer at mindpathtech
The setup, however, must be done correctly as incorrect deployment can lead to issues.
Senior consultant at a tech services company with 51-200 employees
Splunk ITSI (IT Service Intelligence) fails if you do not have good hardware requirements.
Senior Consultant at a consultancy with 10,001+ employees
I would rate the stability of Splunk ITSI (IT Service Intelligence) as a perfect ten; it is an extremely stable tool.
Splunk Developer ( Training & Enablement) at DXC Technology
 

Room For Improvement

Honeycomb Enterprise needs improved documentation, user interface, AI integration, pricing, onboarding, dashboard intuitiveness, and cloud connectivity enhancements.
Splunk ITSI faces complexity and cost issues, needing better documentation, integrations, monitoring, predictive analytics, and improved usability features.
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.
CEO at a computer software company with 10,001+ employees
The main thing is that I think everything should very hard aim for the direction of being AI compatible because every engineer, or most engineers now use AI to code.
Software Engineer at a financial services firm with 11-50 employees
That is what performance engineers and SREs need to see for each request, where it spent the entire time; how many other services or databases it interacted with and what took more or less time.
Lead Engineer at Qualys
I would appreciate additional features in the next release of Splunk ITSI (IT Service Intelligence) such as cloud infrastructure monitoring including CICDs, Kubernetes, and similar technologies.
Director at Techpace
On-cloud upgrades are easy, but on-premises upgrades are very painful.
Technology And Digitization Lead at JLL
If Splunk ITSI (IT Service Intelligence) could handle real-time call-outs automatically—not just incident creation—this would reduce our dependency on PagerDuty and consolidate processes within Splunk ITSI (IT Service Intelligence).
Monitoring Dev Ops Engineer at Centrica
 

Setup Cost

Honeycomb Enterprise setup is easy, but pricing varies by data, making cost control and data management essential.
Splunk ITSI is considered pricey, linked to data volume, but valued for its features and support; affordability varies.
In terms of pricing, it was a little challenging to get the company to commit to the full pricing of Enterprise, but once we got there it was nice.
Software Engineer at a non-tech company with 501-1,000 employees
I use the end product, and it operates on a usage-based pricing model, where costs mainly depend on volume and data retention requirements.
SDE-1 at arya.ag
Regarding pricing, setup cost, and licensing, these are not much of a concern because as the volume of telemetry data increases, pricing will be a consideration.
Data Specialist at TCS
Splunk ITSI tends to be more expensive compared to some open-source solutions.
Senior consultant at a tech services company with 51-200 employees
I believe the pricing is based on daily volume ingestion.
Senior Consultant at a consultancy with 10,001+ employees
The pricing reflects usage levels, and compared to others in the market, Splunk ITSI (IT Service Intelligence) provides a reasonable solution.
Works at a tech services company with 1,001-5,000 employees
 

Valuable Features

Honeycomb Enterprise excels in real-time data monitoring, scalability, and collaboration, enhancing efficiency and cost-effectiveness for cloud-native systems.
Splunk ITSI is valued for intelligent alerting, predictive analytics, and integration capabilities, enhancing visibility and reducing incident noise.
We get alerts into Slack, and they work great. We see a lot of metrics go through into Slack, and they are really useful for keeping our team focused on only seeing one place to see alerts.
Software Engineer at Invevo
The most valuable feature of Honeycomb Enterprise for me is the root cause analysis part because it helps me greatly with the response messages and derived error messages which are very clearly mentioned in Honeycomb Enterprise logs.
Customer Support Engineer at a insurance company with 10,001+ employees
Honeycomb Enterprise is designed for modern cloud native systems.
IT Analyst at cmc
The predictive analysis can give you proactive information about potential bottlenecks that can occur on applications, desk, storage, SQL servers, databases, or other systems.
Director at Techpace
One valuable feature is the scheduled maintenance window provided by Splunk ITSI (IT Service Intelligence) because Splunk does not offer this scheduling maintenance feature in the core product, but Splunk ITSI (IT Service Intelligence) helps us with these maintenance reports.
Senior Consultant at a consultancy with 10,001+ employees
The most beneficial aspect for me is that it is AI-enabled, providing us with very good analytics.
Technology And Digitization Lead at JLL
 

Categories and Ranking

Honeycomb Enterprise
Ranking in Application Performance Monitoring (APM) and Observability
10th
Average Rating
7.8
Reviews Sentiment
5.8
Number of Reviews
19
Ranking in other categories
AI Code Assistants (8th), AI Observability (9th)
Splunk ITSI (IT Service Int...
Ranking in Application Performance Monitoring (APM) and Observability
9th
Average Rating
8.4
Reviews Sentiment
6.6
Number of Reviews
64
Ranking in other categories
IT Alerting and Incident Management (6th)
 

Mindshare comparison

As of November 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Honeycomb Enterprise is 1.0%, down from 1.3% compared to the previous year. The mindshare of Splunk ITSI (IT Service Intelligence) is 0.8%, up from 0.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Splunk ITSI (IT Service Intelligence)0.8%
Honeycomb Enterprise1.0%
Other98.2%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

EN
Tech Consultant at multi ideal
Observability has transformed how I troubleshoot microservices and reduce incident time
Overall, I have had a very good experience with Honeycomb Enterprise, but there are a few areas where it could be improved. I would like to see more out-of-the-box dashboards and templates for common Kubernetes and cloud-native workloads so that new users can get value more quickly. The learning curve can be steep, especially for engineers who are new to distributed tracing and observability concepts. Additionally, while the query capabilities are very powerful, there are times when specifying advanced query workflows could be improved to provide a better overall experience for troubleshooting and observability. Beyond what I mentioned, there are a few other areas that could also be improved. I would like to see even deeper native integration with more DevOps and ITSM tools to make it easier to connect observability data directly into incident management and operational workflows. Regarding pricing, Honeycomb Enterprise delivers strong value, but as organizations scale and generate larger volumes of telemetry, cost can become a consideration. More flexible pricing options or cost optimization features for high-volume environments would be helpful. My support experience has been generally positive, but faster turnaround time for complex technical issues and more advanced implementation guides or best practices documentation would make onboarding and troubleshooting easier. These improvements would make an already strong observability platform even more accessible and scalable for enterprise teams.
DS
Senior Consultant at a consultancy with 10,001+ employees
Service health has been monitored and visual insights support proactive telecom operations
The installation process is the first aspect I dislike about Splunk ITSI (IT Service Intelligence). If you do not configure it correctly, you will encounter issues in the search head. Because we use a distributed environment where each component has its own specific roles, installation is critical and requires careful attention. Splunk ITSI (IT Service Intelligence) is built with many applications. It is a compressed file, and when you extract the Splunk ITSI (IT Service Intelligence) app, you receive approximately 19 apps. Some applications, add-ons, and packages must be installed on specific components. If you do not configure an application correctly, it will not work. Sometimes we encounter issues during installation because of this complexity. I believe the installation process should be more uniform, meaning it could be deployed across all components to avoid post-installation issues. Sometimes after installation, you receive errors, and users cannot access Splunk ITSI (IT Service Intelligence). We have experienced this type of issue due to installation errors. I believe there is currently room for improvement regarding scalability. When we create Glass Tables containing many searches, the Glass Tables sometimes fail due to memory constraints, and we receive error pages. Splunk ITSI (IT Service Intelligence) should have a lightweight version to address these concerns. I would rate current scalability as medium.
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Top Industries

By visitors reading reviews
Manufacturing Company
10%
Comms Service Provider
10%
Financial Services Firm
9%
Computer Software Company
8%
Outsourcing Company
14%
Manufacturing Company
12%
Financial Services Firm
12%
Healthcare Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise4
Large Enterprise17
By reviewers
Company SizeCount
Small Business17
Midsize Enterprise8
Large Enterprise46
 

Questions from the Community

What needs improvement with Honeycomb.io?
Honeycomb Enterprise can be easier to learn, especially for those who are not familiar with distributed tracing and high-cardinality data.
What is your primary use case for Honeycomb.io?
Honeycomb Enterprise serves as the main observability, distributed tracing, and troubleshooting solution for microservices in my project. A specific example of how I have used Honeycomb Enterprise ...
What advice do you have for others considering Honeycomb.io?
I would rate Honeycomb Enterprise seven out of ten. The reason I gave this rating is because it provides strong distributed tracing and useful query capability, but the learning curve is steep for ...
What is your experience regarding pricing and costs for Splunk ITSI (IT Service Intelligence)?
From a pricing perspective, it is not that bad because we get it from a distributor and do not purchase it directly from Splunk. We get it from a distributor who gives the pricing to a partner and ...
What needs improvement with Splunk ITSI (IT Service Intelligence)?
Training the database could make Splunk ITSI (IT Service Intelligence) even better for my work. I sometimes feel a lag with Splunk ITSI (IT Service Intelligence). I gave it a nine out of ten.
What is your primary use case for Splunk ITSI (IT Service Intelligence)?
I have been using Splunk ITSI (IT Service Intelligence) for the last two to three years for my data handling. I do IT implementation with strong technical skills. I sometimes use Splunk ITSI (IT Se...
 

Also Known As

Grit
No data available
 

Overview

 

Sample Customers

Clover Health, Eaze, Intercom, Fender
TransUnion, Cox Automotive, Carnival Cruises, Leidos, Econocom, National Ignition Factory, Entrust Datacard, Molina Healthcare, United States Census Bureau
Find out what your peers are saying about Honeycomb Enterprise vs. Splunk ITSI (IT Service Intelligence) and other solutions. Updated: November 2026.
920,769 professionals have used our research since 2012.