InfluxDB vs Splunk AppDynamics comparison

Why PeerSpot?

InfluxData and Splunk are both solutions in the IT Infrastructure Monitoring category. InfluxData is ranked #14 with an average rating of 8.1, while Splunk is ranked #4 with an average rating of 8.1. InfluxData holds a 0.8% mindshare in IM, compared to Splunk’s 2.5% mindshare. Additionally, 100% of InfluxData users are willing to recommend the solution, compared to 90% of Splunk users who would recommend it.

InfluxDB

Read 20 InfluxDB reviews

8,832 Views
2,826 Comparison Views

100% willing to recommend

Splunk AppDynamics

Read 278 Splunk AppDynamics reviews

44,919 Views
15,722 Comparison Views

90% willing to recommend

InfluxDB

Splunk AppDynamics

Comparison Buyer's Guide

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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: November 2026).

Buyer's Guide

InfluxDB vs. Splunk AppDynamics

November 2026

Download the complete report

Helped 921,749 peers since 2012

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

5.8

Companies experienced enhanced operational efficiency and increased customer satisfaction with InfluxDB through real-time monitoring and automation.

Sentiment score

5.5

Organizations achieve cost savings, increased client satisfaction, and efficiency with Splunk AppDynamics, justifying the high initial investment.

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

It has reduced a lot of time in terms of troubleshooting because the way it produces the data on a time-series basis allows me to collect and store the data for future reference.

Gaurav Dangaich

Sdet Performance Engineer at a tech vendor with 10,001+ 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

5.8

InfluxDB customer support is praised for enterprise-level help but needs faster response times and more complex deployment support.

Sentiment score

6.9

Splunk AppDynamics customer service is praised for professionalism and support, though some desire faster issue resolution.

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

Manas Kashyap

Senior Dev Ops Engineer at 11 East Capital

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

It dives deep into questions, leading to effective solutions, often making it feel that a human is resolving issues at the back end.

Purnambica Kolavennu

Project Manager at AGRICULTURE SKILL COUNCIL OF INDIA (ASCI)

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

For more quotes and insights, download the Splunk AppDynamics report

Scalability Issues

Sentiment score

7.0

InfluxDB scales efficiently in enterprises, supports large data volumes, and integrates well, though backup stability varies by deployment.

Sentiment score

7.1

Splunk AppDynamics offers adaptable scalability but faces challenges with large-scale environments and cost, though generally rated positively.

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

Our operational efficiency increases multifold, and service delivery has contributed to revenue growth and business expansion.

Purnambica Kolavennu

Project Manager at AGRICULTURE SKILL COUNCIL OF INDIA (ASCI)

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

For more quotes and insights, download the Splunk AppDynamics report

Stability Issues

Sentiment score

8.0

InfluxDB is reliable, stable, and supported, with minor issues resolved by integrations and support, except in Azure China.

Sentiment score

7.8

Splunk AppDynamics is highly rated for stability and reliability, despite occasional performance issues during upgrades or specific interactions.

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 requires improvements in query language, UI, pricing, documentation, scalability, cloud integration, and support for non-technical users.

Splunk AppDynamics requires enhancements in analytics, integration, usability, and support to improve functionality and user experience.

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

Functionality-wise, I would like to see more cognitive solutions in Splunk AppDynamics, ideally with a single agent that can implement policies and provide predictive insights regarding application performance degradation during peak times.

Rajkumar ReghuVarma

Technology Architect at a tech vendor with 1,001-5,000 employees

For more quotes and insights, download the Splunk AppDynamics report

Setup Cost

InfluxDB's pricing shift to a monthly model prompts enterprises to consider open-source options for cost-effective scalability and flexibility.

Splunk AppDynamics pricing is variable, commonly high, influenced by negotiation, organization size, and requiring separate licenses for features.

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 excels in fast data writes, analytics, and integration, enhancing efficiency and visualization with robust community support.

Splunk AppDynamics enhances application performance with real-time monitoring, anomaly detection, and AI-driven insights for fast, effective troubleshooting.

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 Integrated Solutions

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

14th

Average Rating

8.0

Reviews Sentiment

6.5

Number of Reviews

Ranking in other categories

Non-Relational Databases (1st), Open Source Databases (7th), Network Monitoring Software (16th), NoSQL Databases (7th)

Splunk AppDynamics

Ranking in IT Infrastructure Monitoring

4th

Average Rating

8.2

Reviews Sentiment

6.6

Number of Reviews

278

Ranking in other categories

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

Mindshare comparison

As of November 2026, in the IT Infrastructure Monitoring category, the mindshare of InfluxDB is 0.8%, up from 0.5% compared to the previous year. The mindshare of Splunk AppDynamics is 2.5%, down from 2.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

IT Infrastructure Monitoring Mindshare Distribution
Product	Mindshare (%)
Splunk AppDynamics	2.5%
InfluxDB	0.8%
Other	96.7%

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

Yasir Amin

Sr. Solution Architect, Project Manager at The National Commercial Bank

Root cause analysis has become possible but complex setup and agent issues still slow investigations

The limitations I notice include the instability of the agent, which crashes, and the application itself consuming memory under heavy loads. Additionally, the customizations are not easy to build, especially for new parsers and functionalities that are just supported out-of-the-box. Splunk AppDynamics needs to be more user-friendly so that even someone who does not know what is happening should be able to easily find the root cause of issues, as the tool is specifically designed for application developers, not from a user perspective for problem identification. My experience with the application performance monitoring capabilities of Splunk AppDynamics indicates that it is complex. The correlation from the front end to the back end is not working properly. In an application using the EUM feature and having the app agent, the app agent gives me the transaction data, but the EUM data does not correlate to the backend transactions, and I do not know why. It can be very complex to find the root cause in those scenarios, as there is a disparity in metrics, making it challenging. Even though Splunk AppDynamics is trying, my very large environment presents hurdles that medium-scale organizations might not experience. After spending around three to four years trying to get value from it, I still feel a lack of satisfaction. To get closer to a rating of 10 in the future, I would like to see whatever features are being provided made to work, particularly in large environments. Splunk AppDynamics claims it can do 100 things, but if those things are not functioning cohesively, it is ineffective. Instead of offering 100 features that do not work together, it would be better to focus on a smaller set of features that operate effectively. Changes happen daily with new applications and technologies, and Splunk AppDynamics needs to adapt more swiftly to keep up. The feature that helps detect and protect against vulnerabilities does raise concerns. I experience vulnerabilities in Splunk AppDynamics that I communicate to support for fixes, and they often respond by indicating that some fixes are available in new versions. This creates a continuous cycle of raising issues and waiting for resolutions through version updates.

Read full review

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Top Industries

By visitors reading reviews

Comms Service Provider

12%

Manufacturing Company

10%

Outsourcing Company

10%

Financial Services Firm

10%

Financial Services Firm

20%

Outsourcing Company

10%

Manufacturing Company

Construction Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	9
Midsize Enterprise	5
Large Enterprise	9

By reviewers
Company Size	Count
Small Business	65
Midsize Enterprise	38
Large Enterprise	208

Questions from the Community

What needs improvement with InfluxDB?

If the dashboarding facility can be improved in terms of the visualization parameters and the amount of support available from the community, as well as having smarter alerts to send those alerts t...

See all answers

What is your primary use case for InfluxDB?

My main use case for InfluxDB is to inject all my performance data and visualize it as a data source into Grafana. My data comes from JMeter from a plugin, which is inserting data to InfluxDB, and ...

See all answers

What advice do you have for others considering InfluxDB?

It is good to start with InfluxDB to stabilize your data, visualize your data, and have the data stored on a time-series basis. I would recommend everyone to get into InfluxDB and start using it. T...

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 needs improvement with AppDynamics Server Monitoring?

There is room for improvement in auto-discovery and mapping. While it is very good, sometimes we need customization to match our application or business needs, but currently it is satisfactory. If ...

See all answers

What is your primary use case for AppDynamics Server Monitoring?

I use Splunk AppDynamics data collection features with agents. It is on-premises, particularly in hybrid and on-premises environments. I have used Splunk AppDynamics for business transaction monito...

See all answers

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VictoriaMetrics vs InfluxDB

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Compared 4% of the time

New Relic vs Splunk AppDynamics

Compared 3% of the time

BMC TrueSight vs Splunk AppDynamics

Compared 3% of the time

Datadog vs Splunk AppDynamics

Compared 3% of the time

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Product Reports

Buyer's Guide

InfluxDB

October 2026

Download InfluxDB product report

Buyer's Guide

Splunk AppDynamics

October 2026

Download Splunk AppDynamics product report

Overview

InfluxDB offers efficient time series data handling with fast writes, optimized storage, and seamless Grafana integration, making it ideal for high-volume applications like crypto trading and real-time monitoring. Its SQL-like query language and cloud-based options enhance user experience and system scalability.

InfluxDB stands out with its ability to handle high-volume time series data efficiently, thanks to fast data writes and efficient compression. It is highly scalable, providing clustering features for improved performance management. Integration with Grafana enhances visualization, making it easier to analyze complex data through a user-friendly SQL-like query language. Real-time monitoring, historical data access, and proactive alerts enhance system reliability. Its cloud offering simplifies maintenance and operations, making it attractive for users seeking an efficient time series database.

What are the key features of InfluxDB?

Fast Data Writes: Ensures quick data handling necessary for real-time applications.
Optimized Storage: Reduces space requirements and improves performance.
Efficient Compression: Supports high-volume data like time series, enhancing throughput.
Grafana Integration: Supports seamless visualization and analysis of data.
SQL-like Query Language: Simplifies complex data operations with user-friendly queries.

What benefits or ROI can users expect?

Enhanced Performance: Fast processing and optimized storage for better application responsiveness.
Scalability: Clustering features ensure adaptability to growing data volumes.
Improved Reliability: Proactive alerts and real-time monitoring prevent system downtimes.
Ease of Use: SQL-like language and intuitive visuals improve user accessibility.

InfluxDB is applied extensively in industries handling high-volume data needs. For sensor data storage in production environments, it offers reliable performance. Its role in server management metrics and performance monitoring is crucial for maintaining optimal operations. In crypto market data collection, it supports fast-paced trading environments. Industries use it for real-time tracking, like maritime vessel monitoring, leveraging its rapid data handling and visualization capabilities. Its applications also extend to IoT environments, API performance tracking, HVAC systems, and log aggregation, often integrating with Prometheus, Docker, and AWS to enhance system capabilities.

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

November 2026

Free Report: InfluxDB vs. Splunk AppDynamics

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