InfluxDB vs Splunk AppDynamics comparison

InfluxData and Splunk are both solutions in the IT Infrastructure Monitoring category. InfluxData is ranked #16 with an average rating of 8.4, while Splunk is ranked #6 with an average rating of 8.1. InfluxData holds a 0.5% mindshare in IM, compared to Splunk’s 2.6% mindshare. Additionally, 100% of InfluxData users are willing to recommend the solution, compared to 91% of Splunk users who would recommend it.

InfluxDB

Read 19 InfluxDB reviews

3,696 Views
813 Comparison Views

100% willing to recommend

Splunk AppDynamics

Read 265 Splunk AppDynamics reviews

16,401 Views
6,232 Comparison Views

91% willing to recommend

InfluxDB

Splunk AppDynamics

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Executive SummaryUpdated on Mar 1, 2026

Splunk AppDynamics and InfluxDB are competitive in the performance monitoring and data management space, respectively. Splunk AppDynamics appears to have an edge due to its comprehensive monitoring capabilities and robust analytics.

Features: Splunk AppDynamics offers dynamic real-time monitoring, dynamic baselining, and automatic transaction tracing that help enhance operational efficiency. Business iQ enables AppDynamics to provide real-time analytics and end-to-end application visibility. In contrast, InfluxDB excels in handling time-series data, offering powerful integrations with tools like Grafana, and focuses more on data collection and storage.

Room for Improvement: Splunk AppDynamics could improve its AI integration for automatic analysis, cloud service expansion, and simplify agent deployment and pricing structure. InfluxDB requires a more user-friendly interface, better documentation, and enhancements in data recovery and high availability solutions for improved reliability.

Ease of Deployment and Customer Service: Splunk AppDynamics provides extensive deployment options across public, private, and hybrid cloud environments, though its technical support can be inconsistent. InfluxDB offers deployment flexibility but can be complex due to its open-source nature, and its technical support varies, often relying on community resources.

Pricing and ROI: Splunk AppDynamics is priced as an enterprise-grade solution, which could lead to increased costs due to separate licensing for functionalities, but it often delivers significant ROI by enhancing performance management. InfluxDB minimizes initial costs through its open-source model, but scaling and cloud services add expenses. Its ROI is mainly tied to the efficiency in managing time-series data rather than application performance improvements.

To learn more, read our detailed InfluxDB vs. Splunk AppDynamics Report (Updated: March 2026).

Buyer's Guide

InfluxDB vs. Splunk AppDynamics

March 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:

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

5.9

AppDynamics boosts performance, reduces resource use, and enhances user satisfaction, resulting in cost savings and improved operations.

These improvements translated into both cost savings and better service reliability, directly impacting business outcomes.

reviewer2804886

Senior Data Engineer at a university with 201-500 employees

It simplifies processes and reduces the need for additional employees.

Mugeesh Husain

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.

Btece Lodi

Student at a educational organization with 1,001-5,000 employees

For more quotes and insights, download the InfluxDB report

Overall, as a production gatekeeper, we achieve at least 50% efficiency immediately, with potential savings ranging from 60 to 70% as well, reinforcing why it is a popular tool in the banking industry.

DevendraKumar1

Technology lead at Infosys

According to errors, exceptions, and code-level details related to their application performance on a daily basis, the application development team tries to help with Splunk AppDynamics to reduce errors and exceptions, which helps the end users get application availability and feel more confident.

Gyanesh Rahatekar

Back office at Reliance Industries Ltd

To understand the magnitude of it, when the company asked to replace Splunk AppDynamics with another tool, I indicated that for the proposed tool, we would need five people to do the analysis that Splunk AppDynamics enables me to do.

Konstantinos Michailidis

Digital Performance Tester at Amdocs

For more quotes and insights, download the Splunk AppDynamics report

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

7.0

AppDynamics's customer service is praised for promptness and expertise, though some note improvements needed in complex issue resolution.

They get on a call, resolve issues, and handle everything efficiently.

Manas Kashyap

DevOps Engineer at Elevenxcapital

The InfluxDB support team was knowledgeable and helped us troubleshoot complex problems efficiently.

reviewer2804886

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.

Mugeesh Husain

Team Lead, Software at Energybox

For more quotes and insights, download the InfluxDB report

AppDynamics is much more helpful.

Eduardo Gallardo

Director of Technical Part at NOS SGPS

We got a contact, an account manager, to work directly with for technical support.

NagadevanMuthusamy

Performance Engineer at a pharma/biotech company with 10,001+ employees

They help us resolve any issues raised by our team relating to operations, application instrumentation, or any other issues.

Gyanesh Rahatekar

Back office at Reliance Industries Ltd

For more quotes and insights, download the Splunk AppDynamics report

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

7.2

AppDynamics is scalable, but some users face challenges with larger deployments due to performance issues and licensing constraints.

The main challenge with InfluxDB, which is common with all databases, was handling very high throughput systems and high throughput message flow.

Sayak Roy

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.

reviewer2804886

Senior Data Engineer at a university with 201-500 employees

We’ve scaled on volume with seven years of continuous data without performance degradation.

Henning Jansen

Senior System Developer at Norled

For more quotes and insights, download the InfluxDB report

We have reached maximum capacity in our tier, and extending capacity has not been cost-effective from Splunk's perspective.

reviewer2674446

Senior Principal, Enterprise Architect at a computer software company with 201-500 employees

I would rate the scalability of Splunk AppDynamics as a nine out of ten.

Konstantinos Michailidis

Digital Performance Tester at Amdocs

I assess how Splunk AppDynamics scales with the growing needs of my organization as good, since we are growing and adding more servers.

reviewer2756163

Development Operations Engineer at a retailer with 10,001+ employees

For more quotes and insights, download the Splunk AppDynamics report

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

7.8

Users find Splunk AppDynamics generally stable with high performance ratings, though some report resource issues and occasional glitches.

It serves as the backbone of our application, and its stability is crucial.

Henning Jansen

Senior System Developer at Norled

We have used it to support mission-critical systems with continuous data ingestion and real-time analytics.

reviewer2804886

Senior Data Engineer at a university with 201-500 employees

It is very stable, with no reliability or downtime in InfluxDB.

Btece Lodi

Student at a educational organization with 1,001-5,000 employees

For more quotes and insights, download the InfluxDB report

It is necessary to conduct appropriate testing before deploying them in production to prevent potential outages.

reviewer2674446

Senior Principal, Enterprise Architect at a computer software company with 201-500 employees

There are no issues or bugs with the 20.4 version; it is very stable with no functionality or operational issues.

Gyanesh Rahatekar

Back office at Reliance Industries Ltd

Splunk AppDynamics is superior to any alternative, including Dynatrace.

DevendraKumar1

Technology lead at Infosys

For more quotes and insights, download the Splunk AppDynamics report

Room For Improvement

InfluxDB's user experience needs improvement in interface, scalability, and security; enhancements in integration and advanced features are crucial.

Splunk AppDynamics struggles with UI complexity, support delays, integration issues, high costs, and requires better AI and user-friendly reporting.

InfluxDB deprecated FluxQL, which was intuitive since developers are already familiar with standard querying.

Milan Predic

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.

Henning Jansen

Senior System Developer at Norled

It could include automated backup and a monitoring solution for InfluxDB or a script developed by a REST API.

reviewer2778060

Network engineer at a energy/utilities company with 10,001+ employees

For more quotes and insights, download the InfluxDB report

Splunk AppDynamics does not support the complete MELT framework, which includes metrics, events, logging, and tracing for the entire stack.

reviewer2674446

Senior Principal, Enterprise Architect at a computer software company with 201-500 employees

AI could provide more insights for annual or half-yearly reports and forecast future changes in the asset landscape.

Ahmed-KASSAB

Senior Delivery Manager at GE Vernova

If AppDynamics could develop a means to monitor without an agent, it could significantly improve application performance and reduce potential problems.

Muhammad Zeeshan Siddiqui

Head of Technology and Services at arwentech

For more quotes and insights, download the Splunk AppDynamics report

Setup Cost

InfluxDB's flexible pricing demands strategic planning to balance server needs and costs for both cloud and on-premises solutions.

Splunk AppDynamics is costly with variable pricing influenced by complex licensing, offering value for enterprises despite challenges.

We use the open-source version of InfluxDB, so it is free.

Henning Jansen

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.

Mugeesh Husain

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.

reviewer2804886

Senior Data Engineer at a university with 201-500 employees

For more quotes and insights, download the InfluxDB report

We completed a three-year deal for Splunk and for AppDynamics, which costs millions of dollars.

reviewer2756163

Development Operations Engineer at a retailer with 10,001+ employees

Overall, I consider Splunk AppDynamics an expensive product; it's very expensive.

Per Eklund

Manager, System Scom at Handelsbanken

The resource team finds the best prices, ensuring that Splunk AppDynamics is an acceptable option for the end user.

Ahmed-KASSAB

Senior Delivery Manager at GE Vernova

For more quotes and insights, download the Splunk AppDynamics report

Valuable Features

InfluxDB offers robust time-series features, seamless Grafana integration, real-time alerting, scalability, and efficient data handling for diverse applications.

Splunk AppDynamics offers real-time monitoring, end-to-end visibility, and proactive performance management, enhancing business resilience and reducing downtime.

The most important feature for us is low latency, which is crucial in building a high-performance engine for day trading.

Milan Predic

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.

Henning Jansen

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.

reviewer2761710

Solutions Engineer at a tech vendor with 51-200 employees

For more quotes and insights, download the InfluxDB report

We have multiple tools, but end users prefer to use Splunk AppDynamics because their portal navigation is very simple and clear.

Gyanesh Rahatekar

Back office at Reliance Industries Ltd

The real user monitoring and digital experience monitoring effectively track actual user experience with the applications, including page loading, interaction time for both desktop and mobile applications.

Mohammed Hassan

Regional Director at iSecureMind

This is the best feature because, although you can't monitor a whole application at once, Splunk AppDynamics gives you the option that if there is any failure—simple failure regarding anything set up as per our use cases—you will get an alert.

DevendraKumar1

Technology lead at Infosys

For more quotes and insights, download the Splunk AppDynamics report

Categories and Ranking

InfluxDB

Ranking in IT Infrastructure Monitoring

16th

Average Rating

8.0

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Non-Relational Databases (1st), Open Source Databases (7th), Network Monitoring Software (12th), NoSQL Databases (6th)

Splunk AppDynamics

Ranking in IT Infrastructure Monitoring

6th

Average Rating

8.2

Reviews Sentiment

6.6

Number of Reviews

265

Ranking in other categories

Application Performance Monitoring (APM) and Observability (3rd), IT Operations Analytics (2nd), Mobile APM (1st), Container Monitoring (3rd)

Mindshare comparison

As of March 2026, in the IT Infrastructure Monitoring category, the mindshare of InfluxDB is 0.5%, down from 0.5% compared to the previous year. The mindshare of Splunk AppDynamics is 2.6%, down from 3.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

IT Infrastructure Monitoring Mindshare Distribution
Product	Mindshare (%)
Splunk AppDynamics	2.6%
InfluxDB	0.5%
Other	96.9%

IT Infrastructure Monitoring

Featured Reviews

Mugeesh Husain

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.

Read full review

Shamim Alsharif

Performance Test Engineer at TANIM CONSULTING, LLC

Real-time monitoring has improved our banking API performance and supports detailed business transaction analysis

The real-time monitoring is what we can see for anything that is needed in terms of CPU, memory, or the connections or the sessions related. It's real-time monitoring of performance of each of the components, which is what we need and use all the time. It's highly effective, I would say. Infrastructure visibility, transaction monitoring, to check the actual user experience in terms of the response time, MRT and all those things. We do the component monitoring like the API performance and the connections and all those things, but we also do the business process monitoring and business transaction monitoring.

Read full review

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Top Industries

By visitors reading reviews

Manufacturing Company

11%

Financial Services Firm

Comms Service Provider

University

Financial Services Firm

24%

Manufacturing Company

Computer Software Company

Government

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	8
Midsize Enterprise	4
Large Enterprise	8

By reviewers
Company Size	Count
Small Business	56
Midsize Enterprise	36
Large Enterprise	200

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 ...

See all answers

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...

See all answers

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 ...

See all answers

Any advice about APM solutions?

There are many factors and we know little about your requirements (size of org, technology stack, management systems, the scope of implementation). Our goal was to consolidate APM and infra monitor...

See all answers

What do you like most about AppDynamics?

The solution saves time and cost.

See all answers

What is your experience regarding pricing and costs for AppDynamics?

I would rate the pricing an eight out of ten. The solution is highly expensive. Our company pays for the solution on a yearly basis, if we don't add new modules or features to the license, we need ...

See all answers

Comparisons

ClickHouse vs InfluxDB

Compared 11% of the time

SQLite vs InfluxDB

Compared 9% of the time

MongoDB Enterprise Advanced vs InfluxDB

Compared 9% of the time

PostgreSQL vs InfluxDB

Compared 8% of the time

MySQL vs InfluxDB

Compared 6% of the time

More InfluxDB Competitors

Dynatrace vs Splunk AppDynamics

Compared 8% of the time

Datadog vs Splunk AppDynamics

Compared 6% of the time

New Relic vs Splunk AppDynamics

Compared 5% of the time

Splunk Enterprise Security vs Splunk AppDynamics

Compared 4% of the time

PRTG Network Monitor vs Splunk AppDynamics

Compared 3% of the time

More Splunk AppDynamics Competitors

Product Reports

Buyer's Guide

InfluxDB

March 2026

Download InfluxDB product report

Buyer's Guide

Splunk AppDynamics

March 2026

Download Splunk AppDynamics product report

Overview

InfluxDB is open-source software that helps developers and enterprises alike to collect, store, process, and visualize time series data and to build next-generation applications. InfluxDB provides monitoring and insight on IoT, application, system, container, and infrastructure quickly and easily without complexities or compromises in scale, speed, or productivity.

InfluxDB has become a popular insight system for unified metrics and events enabling the most demanding SLAs. InfluxDB is used in just about every type of industry across a wide range of use cases, including network monitoring, IoT monitoring, industrial IoT, and infrastructure and application monitoring.

InfluxDB offers its users:

Infrastructure and application monitoring: Collect, process, and analyze real-time data from edge devices to help optimize distributed infrastructure.

IoT monitoring and analytics: InfluxDB is designed to store large volumes of time series data and quickly perform real-time analysis on that data. Gain insights from all the sensor data and use the collected data to create and perform automated tasks.

Network monitoring: Manage responsive and high-performing networks with widely distributed resources.

InfluxDB Benefits

There are several benefits to using InfluxDB . Some of the biggest advantages the solution offers include:

APIs and ready toolset: InfluxDB can be accessed via a set of powerful tools enabling users to get started quickly, with less programming required. This includes a REST API, extensive client libraries, a wide variety of open-source integrations, and Flux - a functional data scripting language for querying, analysis, and events. The InfluxDB API can be used to write data from edge devices to the InfluxDB instance

Time series engine: Get any data - events, logs, traces - from any edge device - systems, sensors, queues, databases, and networks. This data is stored in a powerful and high-performing engine capable of ingesting millions of data points per second.

Community: InfluxDB has a large community of cloud and open-source developers ready to assist users.

Ready-made templates: Use InfluxDB Templates, a set of tools with a packager and other ready monitoring solutions. These tools allow users to share their monitoring expertise with coworkers and other community members around the world. The Templates gallery offers available templates for some of the most popular tools and applications.

Enhanced UI: InfluxDB’s UI includes an explorer, dashboarding tools, and a script editor. Use it to easily browse the collected metric and event data and apply common transformations. The dashboarding tool comes with a variety of visualization options that help users view insights from the data. The script editor assists users to quickly master Flux with easily accessible examples, auto-completion, and real-time syntax checking.

Reviews from Real Users

InfluxDB stands out among its competitors for a number of reasons. Two major ones are its flexible integration options and its data aggregation feature.

Shalauddin Ahamad S., a software engineer at a tech services company, notes, “The most valuable features are aggregating the data and the integration with Grafana for monitoring.”

InfluxData

Splunk AppDynamics is a comprehensive performance monitoring tool providing end-to-end transaction tracking, real-time monitoring, and a user-friendly interface. With AI-powered features, it enhances operational efficiency and resilience by offering insights into user interactions and infrastructure issues.

Splunk AppDynamics excels in monitoring applications and infrastructure performance, offering extensive support across environments like AWS and cloud. It aids in application performance monitoring, end-user experience, database analysis, and proactive incident detection. Supporting Java, .NET, and other technologies, it provides real-time insights into application health, resource utilization, and transaction tracking, ensuring reliable user experiences. Challenges remain in UI complexity, agent-based architecture, integration with diverse environments, and documentation clarity. Its licensing model is costly, and customer support may be slow. Performance concerns exist in historical data granularity and network visibility.

What features make Splunk AppDynamics stand out?

End-to-End Transaction Tracking: Monitors entire user transactions for comprehensive visibility.
Real-Time Monitoring: Provides instant insights into system performance.
AI-Powered Anomaly Detection: Identifies anomalies with advanced machine learning techniques.
Code-Level Troubleshooting: Diagnoses issues at the code level for precise fixes.
Business Transaction Visibility: Offers detailed views into transaction flow across all system layers.

What benefits and ROI can users expect from Splunk AppDynamics?

Improved Application Performance: Enhances system efficiency and reliability.
Operational Efficiency: Streamlines monitoring and issue resolution processes.
Enhanced Business Resilience: Strengthens the ability to adapt to performance challenges.
Seamless User Experiences: Ensures uninterrupted service and user satisfaction.

Organizations in industries like finance and healthcare implement Splunk AppDynamics to monitor critical applications and infrastructure. Its capabilities in transaction tracking and AI-driven insights are crucial for maintaining system reliability, supporting technologies such as Java and .NET, and ensuring optimal resource utilization.

Splunk

Sample Customers

ebay, AXA, Mozilla, DiDi, LeTV, Siminars, Cognito, ProcessOut, Recommend, CATS, Smarsh, Row 44, Clustree, Bleemeo

Cisco, Sony, Nasdaq, Reserve Bank of New Zealand, Edmunds.com, Puma, Fox News, DirecTV, Pizza Hut, T-Systems, Cornell University, OpenTable, BITMARCK, Green Mountain Power, Care.com, Overstock, Paddy Power, eHarmony, Kraft, The Motley Fool, The Container Store, and more See more customers

Buyer's Guide

InfluxDB vs. Splunk AppDynamics

March 2026

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