Lumigo vs Splunk AppDynamics comparison

Application Performance Monitoring (APM) and Observability

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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

Lumigo

Ranking in Application Performance Monitoring (APM) and Observability

55th

Average Rating

8.6

Reviews Sentiment

8.5

Number of Reviews

Ranking in other categories

No ranking in other categories

Splunk AppDynamics

Ranking in Application Performance Monitoring (APM) and Observability

1st

Average Rating

8.2

Reviews Sentiment

6.6

Number of Reviews

278

Ranking in other categories

IT Infrastructure Monitoring (4th), IT Operations Analytics (2nd), Mobile APM (1st), Container Monitoring (1st)

Mindshare comparison

As of November 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Lumigo is 0.3%, up from 0.3% compared to the previous year. The mindshare of Splunk AppDynamics is 5.0%, up from 3.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Application Performance Monitoring (APM) and Observability Mindshare Distribution
Product	Mindshare (%)
Splunk AppDynamics	5.0%
Lumigo	0.3%
Other	94.7%

Application Performance Monitoring (APM) and Observability

Featured Reviews

Vinay Lal

Head of Testing & AVP at Flash AI

Distributed tracing has transformed our testing workflows and now uncovers hidden failures fast

The best features Lumigo offers include the live stream architecture and transaction mapping, which helps to automatically generate and update the visual execution topology for every single test transaction. After seeing the exact flow from the edge API through intermediate queues and containerized microservices down to managed storage, it gives our QA engineers instant context. Additionally, I love the request-response payload inspection feature, which captures input and output parameters, request headers, and invocation payload safely. When an automated integration test fails, the exact offending payload is visible right inside the trace, helping to save our QA and engineering teams a lot of time, leading to at least a 48.33% drop in wasted time previously spent finding the root cause. With automation saved, automated root cause correlation has helped to correlate logs, metrics, and trace spans across asynchronous boundaries, which is notoriously difficult to debug in event-driven AI pipelines. The live stream architecture and transaction mapping make such a difference for my team, as it generates updates regularly via visual execution and the topology for every single test transaction, providing us with a view through intermediate queues and microservices to managed storage, giving engineers instant context of transactions and payloads, which saves at least 49% of our time and allows overall resources to be used more effectively. Regarding Lumigo's AI capabilities, I find the governance of security to be really good, and we have seen a positive impact due to the AI capabilities alongside strict compliance regulations such as SOC 2 and ISO 27001, proving it is compliant with applicable regulations and policies. Lumigo's accuracy is close to 100%, making it very reliable. Lumigo integrates seamlessly with other AWS services we use, and we have not faced any issues.

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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.

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Quotes from Members

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

Pros

"Lumigo has positively impacted our organization with transformative ROI for our quality engineering and delivery cycles, where the meantime to defect and resolve due to debugging failed end-to-end integration test runs has dropped over 68.3%."

"Any new member, whether from the development side or business team, finds the user-friendly UI easy to understand."

"The most valuable feature of AppDynamics is its ability to track the transactions between different applications."

"Overall, this is a good product and it is one of our top recommendations."

"AppDynamics makes it much easier for us to detect problems or issues before they become problems, and we have alerting on all of our business transactions, which makes it very easy for us to keep our applications stable."

"A solution like AppDynamics is a definite advantage because it can pinpoint the areas that the person(s) reviewing the issue need to focus on, making the technicians a lot faster in remediating issues that an application is presenting."

"The event alerting feature or the trigger system is what I like most about AppDynamics Server Monitoring. Whenever an issue occurs, the tool automatically generates an even trigger that tells engineers in the company to take action, so it's an essential feature of AppDynamics Server Monitoring. Another valuable feature of the tool is end-to-end monitoring, which means if you need to debug, you can go transaction by transaction, where the issue lies, and how it's linked. For example, if it's a low-performance issue, you can look into it more through AppDynamics Server Monitoring in terms of which area takes too much time to execute. You can also see the SQL queries and the kind of query going on through the tool."

"The product's initial setup phase is easy since a separate machine is required, and it is not directly installed on a database as it is a type of proxy."

"This is purely an application instrumentation and monitoring tool with good features for business analytics."

"This solution not only provides answers but also provides sensor data. This allows us to quickly resolve issues that developers may take a long time to solve."

More Splunk AppDynamics pros

Cons

"I think support needs to be improved."

"Actually, it still takes some time when I want to find some requests in time ranges. It's a little slow."

"The granularity of historic data could be improved."

"The Log Analytics feature is a bit complicated."

"Adobe Flash Player is a forbidden program in many companies' IT security policies."

"There could be some improvement in the constructions of the diagrams, it is too difficult currently."

"Specific to our environment here, we use .NET and they have more features for the Java platform."

"The discovery is acceptable, however, users need to configure many things if they want good discovery."

"A problem with App Dynamics is that they do not have robust documentation, making it difficult for start-up organizations who may need guidance."

More Splunk AppDynamics cons

Pricing and Cost Advice

Information not available

"It is not a cheap tool, but you also save in manpower to setup because it is easy and fast. At the end of the day, I think the revenue is much better. BUT, they have an awful co-term mode of licensing."

"Our purchasing experience through the AWS Marketplace has been pretty painless."

"AppDynamics Server Monitoring is an expensive solution."

"In terms of pricing, I feel that when you compare the benefits that we get to the price that we paid, it is reasonable."

"AppDynamics Database Monitoring requires a license for database monitoring and other features, while Dynatrace provides monitoring and other features out of the box without additional costs. Sometimes this makes it more challenging to pitch AppDynamics Database Monitoring to customers, especially because you need to buy a separate license. As an implementer, I have yet to learn about the pricing for AppDynamics Database Monitoring. Pricing is taken care of by the sales team."

"This price of this product is expensive."

"We have a license-based solution. That means you need a license for each server you monitor."

"We do not have any issues with the price."

More Splunk AppDynamics pricing and cost advice

See which vendors are best for you

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921,523 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

No data available

Financial Services Firm

20%

Outsourcing Company

10%

Construction Company

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

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

Questions from the Community

What is your experience regarding pricing and costs for Lumigo?

My experience with pricing, setup cost, and licensing was good, and I rate it ten out of ten.

What needs improvement with Lumigo?

I think support needs to be improved. Lumigo can be improved particularly in support. When comparing it with AWS monitoring, Dynatrace, or other solutions, if we encounter any trouble, everyone loo...

What is your primary use case for Lumigo?

My main use case for Lumigo is microservice monitoring in my day-to-day experience. A specific example of how I use Lumigo for microservice monitoring involves comparing it to other tools such as D...

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...

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 ...

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...

AWS Auto Scaling vs Lumigo

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Compared 5% of the time

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Compared 4% of the time

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Compared 3% of the time

BMC TrueSight vs Splunk AppDynamics

Compared 3% of the time

Datadog vs Splunk AppDynamics

Compared 3% of the time

More Splunk AppDynamics Competitors

Product Reports

Application Performance Monitoring (APM) and Observability

Download Lumigo product report

Splunk AppDynamics

Download Splunk AppDynamics product report

Overview

Lumigo offers comprehensive monitoring and troubleshooting capabilities for serverless applications, particularly in AWS Lambda environments. It provides real-time insights and detailed logs to help users identify performance bottlenecks and optimize application performance.

Lumigo is designed to trace issues within AWS Lambda environments, providing users with real-time insights and detailed logs. Its visualization features assist in understanding application flows and dependencies, facilitating quicker problem resolution. The platform's ease of integration with existing frameworks and robust support for debugging issues are additional advantages. Users can effectively pinpoint issues and reduce downtime due to the efficiency of Lumigo’s real-time monitoring and detailed error tracking.

What are the key features?

Seamless Integration: Easily integrates with cloud services to provide comprehensive monitoring.
Real-Time Monitoring: Offers immediate insights into serverless environments.
Detailed Error Tracking: Allows users to track errors efficiently, aiding in quick resolutions.
Intuitive Dashboard: User-friendly setup and navigation for enhanced user experience.
Application Visualization: Visualizes serverless environments to better understand application flows and dependencies.

What benefits and ROI can be expected?

Enhanced Performance: Identify performance bottlenecks and optimize application performance.
Reduced Downtime: Pinpoint issues quickly and reduce downtime with efficient monitoring tools.
Actionable Insights: Gain comprehensive insights and analytics to make informed decisions.
Improved Integration: Benefit from the easy integration with existing frameworks and cloud services.

Companies across various industries implement Lumigo to enhance their serverless application performance. It is used extensively in finance, healthcare, and technology sectors to monitor AWS Lambda environments, providing real-time monitoring, error tracking, and application visualization to ensure optimal performance and quick issue resolution.

Lumigo

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

Information Not Available

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

Application Performance Monitoring (APM) and Observability