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AWS Auto Scaling vs Splunk APM comparison

Amazon Web Services (AWS) and Splunk are both solutions in the Application Performance Monitoring (APM) and Observability category. Amazon Web Services (AWS) is ranked #16 with an average rating of 8.7, while Splunk is ranked #13 with an average rating of 8.1. Amazon Web Services (AWS) holds a 0.1% mindshare in APM, compared to Splunk’s 0.7% mindshare. Additionally, 90% of Amazon Web Services (AWS) users are willing to recommend the solution, compared to 89% of Splunk users who would recommend it.
AWS Auto Scaling
Read 19 AWS Auto Scaling reviews
  • 258 Views
  • 183 Comparison Views
90% willing to recommend
Splunk APM
Read 17 Splunk APM reviews
  • 1,166 Views
  • 795 Comparison Views
89% willing to recommend
 

Comparison Buyer's Guide

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Executive SummaryUpdated on Jul 24, 2024

Splunk APM and AWS Auto Scaling compete in application performance management and scaling. Splunk APM is stronger in detailed performance analytics, while AWS Auto Scaling excels in dynamic features and scalability.

Features: Splunk APM provides detailed performance monitoring and analytics, tools for anomaly detection, and trace analysis. AWS Auto Scaling offers automatic resource management, scalability, and ensures optimal application running under changing loads.

Room For Improvement: Splunk APM could use more intuitive configuration settings, enhanced integration with third-party tools, and faster setup times. AWS Auto Scaling needs better real-time metrics, a more straightforward setup process, and more personalized support.

Ease of Deployment and Customer Service: Splunk APM’s deployment is straightforward with robust customer service, though it requires significant initial setup. AWS Auto Scaling has seamless deployment due to its integration with AWS services but lacks hands-on support.

Pricing and ROI: Splunk APM has a higher setup cost but provides detailed insights that justify the expense. AWS Auto Scaling is cost-effective for scaling, making it a favorable option for optimizing investment.

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To learn more, read our detailed AWS Auto Scaling vs. Splunk APM Report (Updated: October 2024).
Buyer's Guide
AWS Auto Scaling vs. Splunk APM
October 2024
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Categories and Ranking

AWS Auto Scaling
Ranking in Application Performance Monitoring (APM) and Observability
16th
Average Rating
8.8
Reviews Sentiment
6.7
Number of Reviews
19
Ranking in other categories
No ranking in other categories
Splunk APM
Ranking in Application Performance Monitoring (APM) and Observability
13th
Average Rating
8.2
Number of Reviews
17
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of November 2024, in the Application Performance Monitoring (APM) and Observability category, the mindshare of AWS Auto Scaling is 0.1%, down from 0.1% compared to the previous year. The mindshare of Splunk APM is 0.7%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

PRABHAT_MISHRA - PeerSpot reviewer
Mar 27, 2024
User-friendly interface and provides autoscaling without manual intervention
We utilize AWS Auto Scaling to handle peak traffic times in our application using scheduled scaling. We have scheduled traffic in the morning when we have higher traffic. Previously, we had customer issues with requests failing because of manual intervention. After enabling AWS Auto Scaling, none of the requests failed, giving a very smooth customer experience. In that way, the solution reduced our operational costs. The solution's health check feature is very important because it checks the heartbeat of the application to know whether it's running or not. If it's not running, we automatically get notified and look into the application to see what caused it. The health check integration feature has helped with the availability of the application. I would recommend the solution to people looking for automatic scaling of their application. Overall, I rate the solution ten out of ten.
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Lakshmi Padaga - PeerSpot reviewer
Aug 28, 2024
Collaborates performance metrics with log data to pinpoint the exact cause of issues and offers error detection
Splunk APM is a robust tool with many capabilities. There are always areas for potential improvement to enhance its functionality and user experience. For Splunk APM, there could be simplified navigation, like streamlining the user interface to make navigation more intuitive for our users, especially those new to APM, which can enhance usability. We can provide more customization options for dashboards and visualizations to help users tailor the platform to their specific needs. There could be more integration capabilities with a wider range of third-party tools and platforms would also be beneficial. By focusing on these areas, Splunk APM can enhance its value proposition, improve user satisfaction, and better meet the evolving needs of organizations monitoring their application performance.
Read full review

Quotes from Members

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

Pros

"The setup is not very complex."
"The tool's most valuable feature is vertical auto-scaling, which is easy to use. However, most companies now prefer horizontal scaling. I set up the health check integration to monitor CPU usage. When it reaches seventy percent, it sends me an email notification."
"It efficiently handles traffic, ensuring we are not running expenses and the infrastructure is strong enough to handle the load."
"The good thing about Autoscaling is that it provides the capacity to minimize downtime. So, it gives you the assurance of stability and robustness within your system."
"It is a stable platform."
"The solution's monitoring effectively monitors our application and CPU utilization."
"Our internal business applications are hosted in AWS Auto Scaling."
"When a lot of traffic comes into our organization, the product scales our instances based on our environment’s requirements."
More AWS Auto Scaling pros
"Once configured correctly, the analysis reporting the Splunk APM provides is better than that of the other APM tools."
"The most valuable feature is dashboard creation."
"The company has many systems that the customer is paying to access. Splunk APM issued via AppDynamics helps find problems in the feed. It reduces the risk of supervising all the devices. I can supervise the flow and simulate the conditions of the repository across several dashboards to show what's happening at the moment."
"I like the fact that Splunk APM makes it easy to connect to the application database and run queries against the data."
"The features are pretty much ready out of the box."
"It supports proactive management, enhances security, and improves operational efficiency."
"Splunk's dashboards are great."
"The product's deployment phase is good and very easy because it is done with OpenTelemetry for most of the parts."
More Splunk APM pros
 

Cons

"The product could add more features for managing instances."
"The solution's infrastructure scalability and elasticity could be improved."
"It could be cheaper."
"The solution must improve automation."
"We can have more auto scaling algorithms implemented in AWS Auto Scaling."
"AWS Auto Scaling's documentation could be better."
"The product’s security features need improvement."
"The billing and cost optimization of the solution could be improved."
More AWS Auto Scaling cons
"The licensing model is expensive. We need to monitor the amount of data ingested because the cost is based on the data collected."
"The monitoring of workloads when using SignalFx could be improved."
"The UI enhancements could be a way to improve the solution in the future."
"There are always areas for potential improvement to enhance its functionality and user experience."
"The dashboards are used mainly to visualize information about the infrastructure, but it isn't easy to construct or use the dashboards. While we tried to resolve the issue by calling support, it would be easier if they had an AI co-pilot to identify the problem and help you solve it."
"It is essential for the monitoring tool to deliver quick response times when generating analytical reports, instead of prolonged delays."
"I've been using the Splunk query language, and it can be a bit time-consuming to set up the queries I need."
"Once you see the issues related to the scalability part, you need to understand that it is a warning triangle. After seeing the warning triangle, you need to realize that you cannot trust any of the numbers you see in the chart because it is not a complete, full data set."
More Splunk APM cons
 

Pricing and Cost Advice

"The product has moderate pricing."
"AWS Auto Scaling's price is high."
"The product is expensive."
"AWS Auto Scaling is a cheap solution."
"The pricing is good. I have not had any customers that have complained about the price."
"AWS Auto Scaling is a pay-per-use and pay-as-you-use service."
"AWS Auto Scaling is an expensive solution."
"Splunk offers a 14-day free trial and after that, we have to pay but the cost is reasonable."
"The pricing is reasonable."
"The price of Slunk APM is less than some of its competitors."
"Splunk APM is a very cost-efficient solution."
"The pricing is based on several factors, including the scale of deployment."
"Splunk APM is expensive."
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Top Industries

By visitors reading reviews
No data available
Financial Services Firm
18%
Computer Software Company
15%
Manufacturing Company
13%
Retailer
11%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

What do you like most about AWS Auto Scaling?
The tool's most valuable feature is vertical auto-scaling, which is easy to use. However, most companies now prefer horizontal scaling. I set up the health check integration to monitor CPU usage. W...
See all answers
What is your experience regarding pricing and costs for AWS Auto Scaling?
AWS Auto Scaling is an expensive solution. We pay a monthly licensing fee for the solution.
See all answers
What needs improvement with AWS Auto Scaling?
In comparison to other public clouds, the product is costly.
See all answers
What do you like most about SignalFx?
The most valuable feature is dashboard creation.
See all answers
What needs improvement with SignalFx?
Splunk APM is a robust tool with many capabilities. There are always areas for potential improvement to enhance its functionality and user experience. For Splunk APM, there could be simplified navi...
See all answers
What is your primary use case for SignalFx?
We use Splunk in APM to monitor our applications. So, we integrated it into our systems to enhance our monitoring and observing capabilities, especially for our microservices. So, we have used Splu...
See all answers
 

Comparisons

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Compared 15% of the time
Dynatrace vs Splunk APM Logo
Dynatrace vs Splunk APM
Compared 9% of the time
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Compared 8% of the time
Monte Carlo vs Splunk APM Logo
Monte Carlo vs Splunk APM
Compared 8% of the time
More Splunk APM Competitors
 

Product Reports

Buyer's Guide
Application Performance Monitoring (APM) and Observability
October 2024
AWS Auto Scaling reportDownload AWS Auto Scaling product report
Buyer's Guide
Splunk APM
October 2024
Splunk APM reportDownload Splunk APM product report
 

Also Known As

AWS Auto-Scaling
No data available
 

Learn More

Amazon Web Services (AWS)
Splunk
 

Overview

AWS Auto Scaling monitors your applications and automatically adjusts capacity to maintain steady, predictable performance at the lowest possible cost. Using AWS Auto Scaling, it’s easy to setup application scaling for multiple resources across multiple services in minutes. The service provides a simple, powerful user interface that lets you build scaling plans for resources including Amazon EC2 instances and Spot Fleets, Amazon ECS tasks, Amazon DynamoDB tables and indexes, and Amazon Aurora Replicas. AWS Auto Scaling makes scaling simple with recommendations that allow you to optimize performance, costs, or balance between them. If you’re already using Amazon EC2 Auto Scaling to dynamically scale your Amazon EC2 instances, you can now combine it with AWS Auto Scaling to scale additional resources for other AWS services. With AWS Auto Scaling, your applications always have the right resources at the right time.

Splunk APM is a comprehensive application performance monitoring solution that provides real-time insights into the performance and availability of your applications. 

It offers end-to-end visibility across the entire application stack, from the front-end user experience to the back-end infrastructure. With Splunk APM, you can proactively identify and resolve performance issues, optimize application performance, and ensure a seamless user experience. 

Splunk APM leverages machine learning and AI-powered analytics to automatically detect anomalies and provide actionable insights. The product supports a wide range of programming languages and frameworks, making it suitable for both monolithic and microservices-based architectures. It also integrates seamlessly with other Splunk products, allowing you to correlate APM data with logs, metrics, and other operational data for a holistic view of your application environment. 

With its intuitive interface and powerful features, Splunk APM empowers developers, operations teams, and business stakeholders to deliver high-performing applications and drive better business outcomes.

 

Sample Customers

Expedia, Intuit, Royal Dutch Shell, Brooks Brothers
Sunrun, Yelp, Onshape, Tapjoy, Symphony Commerce, Chairish, Clever, Grovo, Bazaar Voice, Zenefits, Avalara
Buyer's Guide
AWS Auto Scaling vs. Splunk APM
October 2024
Free Report: AWS Auto Scaling vs. Splunk APM
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We monitor all Application Performance Monitoring (APM) and Observability reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.