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Grafana vs Splunk AppDynamics comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Mar 1, 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
4.8
Grafana improves data visualization, enhances operations, reduces AWS costs by 15%, and improves mean time to detect by 25%.
Sentiment score
6.0
Splunk AppDynamics users report improved performance, reduced troubleshooting, enhanced efficiency, quicker resolutions, and significant time and cost savings.
I identified over-provisioned servers and reduced my AWS monthly bill by 15%, which is a significant saving in terms of costs.
System Engineer at a retailer with 10,001+ employees
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.
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.
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.
Digital Performance Tester at Amdocs
 

Customer Service

Sentiment score
7.1
Grafana's efficient customer service and strong open-source community provide valuable support and resources for technical issues.
Sentiment score
7.0
Splunk AppDynamics' customer service is helpful and knowledgeable, though experiences with resolution time and support consistency vary.
The technical support team is very helpful with complex PromQL troubleshooting.
System Engineer at a retailer with 10,001+ employees
My advice for people who are new to Grafana or considering it is to reach out to the community mainly, as that's the primary benefit of Grafana.
Sr. DevOps at a tech vendor with 1,001-5,000 employees
I do not use Grafana's support for technical issues because I have found solutions on Stack Overflow and ChatGPT helps me as well.
DevOps Team Lead at Kadabra
AppDynamics is much more helpful.
Director of Technical Part at NOS SGPS
We got a contact, an account manager, to work directly with for technical support.
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.
Back office at Reliance Industries Ltd
 

Scalability Issues

Sentiment score
6.0
Grafana provides scalable solutions for visualization, though complexity and costs vary with deployment size and infrastructure needs.
Sentiment score
7.2
Splunk AppDynamics is scalable for various setups, though larger enterprises may face higher costs and licensing challenges.
It is highly scalable and built on a big data architecture capable of ingesting trillions of data points.
System Engineer at a retailer with 10,001+ employees
In terms of our company, the infrastructure is using two availability zones in AWS.
DevOps Team Lead at Kadabra
In assessing Grafana's scalability, we started noticing logs missing or metrics not syncing in time.
Sr. DevOps at a tech vendor with 1,001-5,000 employees
We have reached maximum capacity in our tier, and extending capacity has not been cost-effective from Splunk's perspective.
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.
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.
Development Operations Engineer at a retailer with 10,001+ employees
 

Stability Issues

Sentiment score
7.9
Grafana is stable and reliable with minor issues; performance varies based on resource configuration and architectural factors.
Sentiment score
7.8
Splunk AppDynamics is stable and reliable, with high user praise for responsiveness even during high-demand and extensive data processing.
When something in their dashboard does not work, because it is open source, I am able to find all the relative combinations that people are having, making it much easier for me to fix.
DevOps Team Lead at Kadabra
Once you get to a higher load, you need to re-evaluate your architecture and put that into account.
Sr. DevOps at a tech vendor with 1,001-5,000 employees
Even when handling millions of data points, the visualization layer remains responsive.
System Engineer at a retailer with 10,001+ employees
It is necessary to conduct appropriate testing before deploying them in production to prevent potential outages.
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.
Back office at Reliance Industries Ltd
Splunk AppDynamics is superior to any alternative, including Dynatrace.
Technology lead at Infosys
 

Room For Improvement

Grafana users seek enhanced dashboard usability, AI features, integration ease, user interface, flexible licensing, and better security and compatibility.
Users desire an intuitive UI, better resource management, and improved monitoring and integration from Splunk AppDynamics.
It would be better if they made the technology easy to use without needing to read extensive documentation.
AWS Cloud Re-Start Program Specialist at Orange RDC (Congo)
Grafana cannot be easily embedded into certain applications and offers limited customization options for graphs.
BI and Analytics Engineer at Sandvine Inc
I would want to see improvements, especially in the tracing part, where following different requests between different services could be more powerful.
Director of Engineering at a insurance company with 10,001+ employees
Splunk AppDynamics does not support the complete MELT framework, which includes metrics, events, logging, and tracing for the entire stack.
Senior Principal, Enterprise Architect at a computer software company with 201-500 employees
If AppDynamics could develop a means to monitor without an agent, it could significantly improve application performance and reduce potential problems.
Head of Technology and Services at arwentech
A good integration with Splunk would be very interesting, as Splunk is a good product for logs, and that part is currently missing in Splunk AppDynamics.
Director of Technical Part at NOS SGPS
 

Setup Cost

Grafana provides flexible pricing, from a free version to paid tiers, appealing to varied enterprise needs and scalable deployments.
Splunk AppDynamics pricing is high, lacks pay-as-you-go, but negotiation may offer value despite complex licensing.
In an enterprise setting, pricing is reasonable, as many customers use it.
Aplication Architect at Amazon
The costs associated with using Grafana are somewhere in the ten thousands because we are able to control the logs in a more efficient way to reduce it.
DevOps Team Lead at Kadabra
I purchased my Grafana Cloud subscription through the AWS Marketplace, which simplified my procurement process and allowed me to apply the cost towards my AWS committed spend.
System Engineer at a retailer with 10,001+ employees
We completed a three-year deal for Splunk and for AppDynamics, which costs millions of dollars.
Development Operations Engineer at a retailer with 10,001+ employees
Overall, I consider Splunk AppDynamics an expensive product; it's very expensive.
Manager, System Scom at Handelsbanken
Customers have to pay a premium price, however, they receive considerable value from the product.
Head of Technology and Services at arwentech
 

Valuable Features

Grafana is praised for its customizable dashboards, integration, real-time monitoring, open-source nature, and broad community support.
Splunk AppDynamics enhances real-time diagnosis with dynamic baselining, integrates seamlessly, and offers scalable, efficient performance management with intuitive dashboards.
Users can monitor metrics with greater ease, and the tool aids in quickly identifying issues by providing a visual representation of data.
Aplication Architect at Amazon
The fact that I can join data from my SQL database with metrics from Prometheus in the same table is a feature I have not found performed as well elsewhere.
System Engineer at a retailer with 10,001+ employees
You can check those metrics in the incident management tool by filtering the alert source as Grafana, and it helps in reducing production incidents because you can acknowledge and visualize the metrics from Grafana on time.
Senior Site Reliability Engineer at a tech vendor with 501-1,000 employees
We have multiple tools, but end users prefer to use Splunk AppDynamics because their portal navigation is very simple and clear.
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.
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.
Technology lead at Infosys
 

Categories and Ranking

Grafana
Ranking in Application Performance Monitoring (APM) and Observability
5th
Average Rating
8.0
Reviews Sentiment
6.9
Number of Reviews
49
Ranking in other categories
No ranking in other categories
Splunk AppDynamics
Ranking in Application Performance Monitoring (APM) and Observability
3rd
Average Rating
8.2
Reviews Sentiment
6.6
Number of Reviews
264
Ranking in other categories
IT Infrastructure Monitoring (6th), IT Operations Analytics (2nd), Mobile APM (1st), Container Monitoring (3rd)
 

Mindshare comparison

As of March 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Grafana is 3.1%, down from 6.7% compared to the previous year. The mindshare of Splunk AppDynamics is 3.8%, down from 5.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Splunk AppDynamics3.8%
Grafana3.1%
Other93.1%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

BasilJiji - PeerSpot reviewer
System Engineer at a retailer with 10,001+ employees
Unified dashboards have empowered teams and have democratized real-time operational insights
Grafana's snapshot and dashboard sharing features are critical for our remote incident response. During production issues, I generate a public snapshot of a dashboard at a specific point and share the URL in our Slack war room so every engineer can see exactly what the metrics looked like when the error occurred. This helps significantly during the process of finding the root cause in those scenarios. The best features Grafana offers go beyond just pretty charts; it is an integration engine. The fact that I can join data from my SQL database with metrics from Prometheus in the same table is a feature I have not found performed as well elsewhere. My team uses this feature by comparing two different tables from the databases to show one single view, which Grafana is really helping with. In a visualized way, the charts can be displayed on one dashboard, allowing end users who are not familiar with these technical aspects to extract valuable data from it. Grafana has positively impacted our organization by democratizing data within our company. Before using Grafana, only developers could see the system health, but now our product managers and executives have their own high-level dashboards, which has improved cross-departmental transparency and alignment.
Shamim Alsharif - PeerSpot reviewer
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.
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Top Industries

By visitors reading reviews
Financial Services Firm
18%
Computer Software Company
11%
Manufacturing Company
9%
Comms Service Provider
6%
Financial Services Firm
25%
Manufacturing Company
8%
Computer Software Company
8%
Government
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise10
Large Enterprise25
By reviewers
Company SizeCount
Small Business56
Midsize Enterprise36
Large Enterprise198
 

Questions from the Community

What is your experience regarding pricing and costs for Grafana?
I purchased my Grafana Cloud subscription through the AWS Marketplace, which simplified my procurement process and allowed me to apply the cost towards my AWS committed spend.
What needs improvement with Grafana?
I find that the alerting UI in Grafana can be complex for new users. While it is very powerful, it takes time to learn the differences between contact points, notification policies, and silences. T...
What is your primary use case for Grafana?
My main use case for Grafana involves operational dashboarding and data visualization, where I use it as a central pane of glass to pull in metrics from multiple sources like Prometheus, Elasticsea...
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 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 ...
 

Overview

 

Sample Customers

Microsoft, Adobe, Optum, Sky, Nvidia, Roblox, Wells Fargo, BlackRock, Informatica, Maersk, Daimler Truck, SNCF, Atlassian, DHL, SAP, JPMorgan Chase, Cisco, Citi and many others.
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
Find out what your peers are saying about Grafana vs. Splunk AppDynamics and other solutions. Updated: March 2026.
884,873 professionals have used our research since 2012.