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InfluxDB vs Splunk Observability Cloud comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Dec 28, 2025

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
6.1
InfluxDB improved operational efficiency by automating monitoring, reducing incident detection time, and reallocating analytics resources to higher-value tasks.
Sentiment score
6.6
Splunk Observability Cloud boosts workflow efficiency by over 75%, enhancing visibility, reducing downtime, and cutting costs for IT and DevOps.
These improvements translated into both cost savings and better service reliability, directly impacting business outcomes.
Senior Data Engineer at a university with 201-500 employees
It simplifies processes and reduces the need for additional employees.
Team Lead, Software at Energybox
InfluxDB reduced my time to show data without any interruption, also reducing the number of people needed to manage the project; it is very good to have InfluxDB in my project.
Student at a educational organization with 1,001-5,000 employees
Using Splunk has saved my organization about 30% of our budget compared to using multiple different monitoring products.
Senior Manager at Bank of America
Anyone working in front-end management should recognize the market price to see the true value of end-user monitoring.
General Manager at MOCOMSYS
I have definitely seen a return on investment with Splunk Observability Cloud, particularly through how fast it has grown and how comfortable other teams are in relying on its outputs for monitoring and observability.
IT Operations Engineer at ABC Supply Co. Inc.
 

Customer Service

Sentiment score
6.2
Users find forums helpful, but premium support could improve follow-up; enterprise users appreciate expert support despite data challenges.
Sentiment score
7.2
Splunk Observability Cloud's customer service is praised for responsiveness and effectiveness despite some needing improved response times and personalization.
They get on a call, resolve issues, and handle everything efficiently.
DevOps Engineer at Elevenxcapital
The InfluxDB support team was knowledgeable and helped us troubleshoot complex problems efficiently.
Senior Data Engineer at a university with 201-500 employees
Obtaining that quantity of data directly from InfluxDB is quite challenging, and that is why we ask for help from the InfluxDB team to retrieve the data to avoid timeouts and those kinds of issues.
Team Lead, Software at Energybox
On a scale of 1 to 10, the customer service and technical support deserve a 10.
Systems Administrator at a insurance company with 1,001-5,000 employees
They have consistently helped us resolve any issues we've encountered.
Software Engineer at UKG
They often require multiple questions, with five or six emails to get a response.
Splunk Observability Expert
 

Scalability Issues

Sentiment score
7.3
InfluxDB offers robust scalability for enterprise needs, effectively managing large data volumes and diverse environments with efficient performance.
Sentiment score
7.1
Splunk Observability Cloud is scalable and flexible for large operations, but costs and performance require careful management.
The main challenge with InfluxDB, which is common with all databases, was handling very high throughput systems and high throughput message flow.
Deployment Engineer at Derq
It can handle large volumes of time-series data and with high ingestion rates, making it suitable for enterprise-scale deployments.
Senior Data Engineer at a university with 201-500 employees
We’ve scaled on volume with seven years of continuous data without performance degradation.
Senior System Developer at Norled
We've used the solution across more than 250 people, including engineers.
Splunk Observability Expert
As we are a growing company transitioning all our applications to the cloud, and with the increasing number of cloud-native applications, Splunk Observability Cloud will help us achieve digital resiliency and reduce our mean time to resolution.
Application Developer at UMB Financial
I would rate its scalability a nine out of ten.
Senior Manager at Bank of America
 

Stability Issues

Sentiment score
8.0
InfluxDB is reliable and stable, though managing on-premises in non-cloud regions adds complexity; offers 99% uptime.
Sentiment score
7.7
Splunk Observability Cloud is stable with minor issues, generally rated highly, though user-specific environments may affect performance.
It serves as the backbone of our application, and its stability is crucial.
Senior System Developer at Norled
We have used it to support mission-critical systems with continuous data ingestion and real-time analytics.
Senior Data Engineer at a university with 201-500 employees
It is very stable, with no reliability or downtime in InfluxDB.
Student at a educational organization with 1,001-5,000 employees
When downtime occurs, it raises concerns about how we measure and receive alerts, as everything needs to be in place.
Aws Dev Ops Engineer at a consultancy with 10,001+ employees
I would rate its stability a nine out of ten.
Head of DevOps at a tech services company with 1-10 employees
We rarely have problems accessing the dashboard or the page.
Splunk Observability Expert
 

Room For Improvement

InfluxDB's user experience needs improvement in interface, scalability, and security; enhancements in integration and advanced features are crucial.
Splunk Observability Cloud requires better usability, pricing transparency, tool integration, search performance, and enhanced documentation, training, and customization.
InfluxDB deprecated FluxQL, which was intuitive since developers are already familiar with standard querying.
Chief Technology Officer at Presta Agency
Having a SQL abstraction in InfluxDB could be beneficial, making it more accessible for teams that prefer querying with SQL-style syntax.
Senior System Developer at Norled
It could include automated backup and a monitoring solution for InfluxDB or a script developed by a REST API.
Network engineer at a energy/utilities company with 10,001+ employees
The out-of-the-box customizable dashboards in Splunk Observability Cloud are very effective in showcasing IT performance to business leaders.
IT Operations Engineer at ABC Supply Co. Inc.
The next release of Splunk Observability Cloud should include a feature that makes it so that when looking at charts and dashboards, and also looking at one environment regardless of the product feature that you're in, APM, infrastructure, RUM, the environment that is chosen in the first location when you sign into Splunk Observability Cloud needs to stay persistent all the way through.
Systems Monitoring Engineer II at a government with 10,001+ employees
There should be a solution to update OTeL agents from Splunk Observability Cloud itself.
Senior Software Engineer at WorldPay US
 

Setup Cost

InfluxDB's flexible pricing demands strategic planning to balance server needs and costs for both cloud and on-premises solutions.
Splunk Observability Cloud offers valuable features but faces criticism for its higher pricing compared to alternatives like Dynatrace and AppDynamics.
We use the open-source version of InfluxDB, so it is free.
Senior System Developer at Norled
I find the cloud version pricing of InfluxDB reasonable, and for the on-premises solution we use in our service, we need to purchase licenses.
Team Lead, Software at Energybox
Pricing is based on data volume, retention, and features, which really makes it scalable but requires careful planning to avoid unexpected costs.
Senior Data Engineer at a university with 201-500 employees
Splunk is a bit expensive since it charges based on the indexing rate of data.
Senior Manager at Bank of America
It is expensive, especially when there are other vendors that offer something similar for much cheaper.
Solutions Architect at Ikusi
It appears to be expensive compared to competitors.
Head of DevOps at a tech services company with 1-10 employees
 

Valuable Features

InfluxDB offers robust time-series features, seamless Grafana integration, real-time alerting, scalability, and efficient data handling for diverse applications.
Splunk Observability Cloud offers customizable dashboards, real-time monitoring, AI analytics, integration capabilities, and scalability for enhanced operational efficiency.
The most important feature for us is low latency, which is crucial in building a high-performance engine for day trading.
Chief Technology Officer at Presta Agency
InfluxDB’s core functionality is crucial as it allows us to store our data and execute queries with excellent response times.
Senior System Developer at Norled
It helps me maintain my solution easily because it is very reliable, so we didn't face any performance issues or crashes regarding our queries; we can get the results very fast.
Solutions Engineer at a tech vendor with 51-200 employees
Splunk provides advanced notifications of roadblocks in the application, which helps us to improve and avoid impacts during high-volume days.
Senior Manager at Bank of America
For troubleshooting, we can detect problems in seconds, which is particularly helpful for digital teams.
Splunk Observability Expert
It offers unified visibility for logs, metrics, and traces.
Administrator at a tech vendor with 10,001+ employees
 

Categories and Ranking

InfluxDB
Ranking in Network Monitoring Software
12th
Ranking in IT Infrastructure Monitoring
16th
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
19
Ranking in other categories
Non-Relational Databases (1st), Open Source Databases (7th), NoSQL Databases (6th)
Splunk Observability Cloud
Ranking in Network Monitoring Software
8th
Ranking in IT Infrastructure Monitoring
7th
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
80
Ranking in other categories
Application Performance Monitoring (APM) and Observability (6th), Cloud Monitoring Software (6th), Container Management (5th), Digital Experience Monitoring (DEM) (2nd)
 

Mindshare comparison

As of March 2026, in the Network Monitoring Software category, the mindshare of InfluxDB is 0.3%, down from 0.4% compared to the previous year. The mindshare of Splunk Observability Cloud is 1.3%, up from 0.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Network Monitoring Software Mindshare Distribution
ProductMindshare (%)
Splunk Observability Cloud1.3%
InfluxDB0.3%
Other98.4%
Network Monitoring Software
 

Featured Reviews

Mugeesh Husain - PeerSpot reviewer
Team Lead, Software at Energybox
Time series data has been managed efficiently for IoT sensors but reporting still needs improvement
How InfluxDB can be improved is relevant since for Energy Box, we face certain issues. We have customers worldwide, including the United States, United Kingdom, and Europe, but when we expanded to China two years ago, they indicated that they do not support the cloud version there. Our application is built on the cloud, which required us to create a separate application for Azure China, which was painful for us. The second issue involves frequent version changes. For example, we started with version one, transitioned to version two, and I heard they are considering InfluxDB version three, reverting to earlier practices. InfluxDB should improve without completely changing its approach. Now we have to redo our work for InfluxDB version three. Regarding needed improvements, the documentation is sufficient, but pricing presents a challenge. InfluxDB has standard pricing, which is acceptable for large companies. However, for startups in our position, they should provide special discounts so everyone can utilize it. The pricing should adapt as companies grow, which is a reasonable expectation.
Taiwo Ige - PeerSpot reviewer
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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Top Industries

By visitors reading reviews
Manufacturing Company
11%
Financial Services Firm
10%
University
9%
Comms Service Provider
9%
Financial Services Firm
12%
Computer Software Company
10%
Manufacturing Company
9%
Retailer
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise4
Large Enterprise8
By reviewers
Company SizeCount
Small Business20
Midsize Enterprise10
Large Enterprise53
 

Questions from the Community

What do you like most about InfluxDB?
InfluxDB is a database where you can insert data. However, it would be best if you had different components for alerting, data sending, and visualization. You need to install tools to collect data ...
What needs improvement with InfluxDB?
InfluxDB can be improved in several ways. The Flux query language needs to be learned, but if there were something similar to SQL or previous options, it would be much easier for users without impo...
What is your primary use case for InfluxDB?
My main use case for InfluxDB is for server management metrics, Kubernetes monitoring, and application performance monitoring due to the time series data involved. We have InfluxDB integrated with ...
What do you like most about SignalFx?
The most valuable feature is dashboard creation.
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...
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 ...
 

Also Known As

No data available
Splunk Infrastructure Monitoring, Splunk Real User Monitoring (RUM), Splunk Synthetic Monitoring
 

Overview

 

Sample Customers

ebay, AXA, Mozilla, DiDi, LeTV, Siminars, Cognito, ProcessOut, Recommend, CATS, Smarsh, Row 44, Clustree, Bleemeo
Sunrun, Yelp, Onshape, Tapjoy, Symphony Commerce, Chairish, Clever, Grovo, Bazaar Voice, Zenefits, Avalara
Find out what your peers are saying about InfluxDB vs. Splunk Observability Cloud and other solutions. Updated: March 2026.
884,873 professionals have used our research since 2012.