Amazon CloudWatch vs Splunk APM comparison

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Amazon Web Services (AWS) Logo
2,470 views|1,987 comparisons
88% willing to recommend
Splunk Logo
812 views|557 comparisons
93% willing to recommend
Comparison Buyer's Guide
Executive Summary

We performed a comparison between Amazon CloudWatch and Splunk APM based on real PeerSpot user reviews.

Find out what your peers are saying about Splunk, Datadog, Wazuh and others in Log Management.
To learn more, read our detailed Log Management Report (Updated: April 2024).
768,415 professionals have used our research since 2012.
Featured Review
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"The product helps us collect and store various metrics to set test alarms.""You can enable alarms and metrics, and it has robust integration with AWS services. You can also trigger events. For example, if the CPU utilization is above 80%, it can launch a new instance for you.""What I found most valuable in Amazon CloudWatch is that it gives you detailed information, which I found helpful because it can even provide you with data for the past one minute, which is quite granular. That was what helped me most in terms of finding the root causes. Task automation is another valuable feature of Amazon CloudWatch.""The initial setup is easy.""It is a stable solution...I rate the technical support a ten out of ten.""Monitoring time and ensuring ease in it is the most valuable feature.""It offers direct integrations with various storage providers, making it convenient to push logs from CloudWatch to these external platforms.""Every time we get an alarm or have an incident, CloudWatch is always there. We use it not only for resources we've spun up in the cloud, but also for some of our on-premises resources."

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"Detectors are a powerful feature.""Splunk APM has helped us to standardize logging and monitoring procedures.""The solution's service map feature allows us to have a holistic overview and to see quickly where the issues are.""It is a good tool. It allows you to set alerts for application and infrastructure monitoring, and it allows you to create dashboards.""The features are pretty much ready out of the box.""The most valuable features are troubleshooting and optimizing application performance.""The features are pretty much ready out of the box.""Splunk's dashboards are great."

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Cons
"The product should provide more features.""CloudWatch doesn’t monitor disk throughput by default.""When customers want to see the CPU or memory utilization there is a cost. This should be free to see the utilization.""The dashboard and the UI could improve in Amazon CloudWatch. Additionally, they should focus on visibility inside the servers with AI and machine learning integrations. This would allow users who are using the solution to see what is happening within the system better.""Right now, in relation to monitoring services, there are too many services and too many metrics per service.""The technical support must be improved.""There's a learning curve with Amazon CloudWatch since we have to learn to write the queries to extract the keys and logs.""I do not know whether or not CloudWatch can be integrated with on-prem services."

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"I've been using the Splunk query language, and it can be a bit time-consuming to set up the queries I need.""The licensing model is expensive. We need to monitor the amount of data ingested because the cost is based on the data collected.""The UI enhancements could be a way to improve the solution in the future.""Splunk APM's performance could be improved - at the moment, it's very slow and takes forever to give me what I want.""Splunk APM should include a better correlation between resources and infrastructure monitoring.""Primarily, the logs in Slunk APM can be challenging to navigate and comprehend, making it difficult to understand the details within each log. Compared to other tools like LogDNA, which are more intuitive in this aspect, the logs in Slunk APM can require more effort to understand.""The cardinality is pretty low.""They can improve the flow system and the keyword language. It has predefined keywords, but they can be improved."

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Pricing and Cost Advice
  • "We have monthly licensing costs. The licenses are probably in the vicinity of about $300 - $350/month."
  • "Its pricing is reasonable. It is sometimes tricky, but it is reasonable as compared to others."
  • "What's were using is the free service of Amazon CloudWatch, so they're not charging us. As for hidden fees, we're not aware of them because we're using what our clients provided us."
  • "The pricing model is pay-as-you-go so you have to be mindful of usage to manage costs."
  • "Amazon CloudWatch has very cheap pricing, and it hardly costs my company $25-$30 a month for fifty systems, so it's pretty affordable."
  • "The solution is expensive."
  • "The price of Amazon CloudWatch is reasonable for detailed basic monitoring."
  • "The price of Amazon CloudWatch is reasonable. When the rate of data collection is done the price will increase. The price is less than other solutions."
  • More Amazon CloudWatch Pricing and Cost Advice →

  • "The price of Slunk APM is less than some of its competitors."
  • "The pricing is reasonable."
  • "Splunk APM is a very cost-efficient solution."
  • More Splunk APM Pricing and Cost Advice →

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    Questions from the Community
    Top Answer:The monitoring features are valuable.
    Top Answer:CloudWatch doesn’t monitor disk throughput by default. It is part of EC2. If EC2 forwards the logs, then we can do it.
    Top Answer:Detectors are a powerful feature.
    Top Answer:We currently lack log analysis capabilities in Splunk APM. Implementing this functionality would be very beneficial. With log analysis, we could eliminate our dependence on Splunk Enterprise and rely… more »
    Top Answer:We use Splunk APM to monitor the performance of our applications.
    Ranking
    12th
    out of 95 in Log Management
    Views
    2,470
    Comparisons
    1,987
    Reviews
    34
    Average Words per Review
    433
    Rating
    8.2
    Views
    812
    Comparisons
    557
    Reviews
    11
    Average Words per Review
    620
    Rating
    8.1
    Comparisons
    Learn More
    Overview

    Amazon CloudWatch is a monitoring and observability service provided by Amazon Web Services (AWS). It allows users to collect and track metrics, collect and monitor log files, and set alarms. With CloudWatch, users can gain insights into their applications, infrastructure, and services, enabling them to make informed decisions and take necessary actions. 

    It provides a unified view of AWS resources and applications, making it easier to troubleshoot issues and optimize performance. CloudWatch offers a range of features including customizable dashboards, automated actions, and integration with other AWS services. 

    The product is a scalable and reliable solution that helps businesses ensure the availability and performance of their applications and infrastructure.

    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
    AirAsia, Airbnb, Aircel, APUS, Avazu, Casa & Video, Futbol Club Barcelona (FCBarcelona), National Taiwan University, redBus
    Sunrun, Yelp, Onshape, Tapjoy, Symphony Commerce, Chairish, Clever, Grovo, Bazaar Voice, Zenefits, Avalara
    Top Industries
    REVIEWERS
    Financial Services Firm31%
    Healthcare Company13%
    Computer Software Company13%
    Manufacturing Company6%
    VISITORS READING REVIEWS
    Computer Software Company18%
    Financial Services Firm16%
    Manufacturing Company7%
    Government6%
    REVIEWERS
    Financial Services Firm33%
    Computer Software Company22%
    Pharma/Biotech Company11%
    Educational Organization11%
    VISITORS READING REVIEWS
    Computer Software Company15%
    Financial Services Firm15%
    Manufacturing Company14%
    Healthcare Company10%
    Company Size
    REVIEWERS
    Small Business35%
    Midsize Enterprise16%
    Large Enterprise49%
    VISITORS READING REVIEWS
    Small Business22%
    Midsize Enterprise15%
    Large Enterprise64%
    REVIEWERS
    Midsize Enterprise7%
    Large Enterprise93%
    VISITORS READING REVIEWS
    Small Business16%
    Midsize Enterprise8%
    Large Enterprise76%
    Buyer's Guide
    Log Management
    April 2024
    Find out what your peers are saying about Splunk, Datadog, Wazuh and others in Log Management. Updated: April 2024.
    768,415 professionals have used our research since 2012.

    Amazon CloudWatch is ranked 12th in Log Management with 40 reviews while Splunk APM is ranked 14th in Application Performance Monitoring (APM) and Observability with 12 reviews. Amazon CloudWatch is rated 8.0, while Splunk APM is rated 8.2. The top reviewer of Amazon CloudWatch writes "Instantaneous response when monitoring logs and KPIs". On the other hand, the top reviewer of Splunk APM writes "Provides great visibility, analysis, and data telemetry". Amazon CloudWatch is most compared with Zabbix, Datadog, Google Cloud's operations suite (formerly Stackdriver), Dynatrace and SolarWinds NPM, whereas Splunk APM is most compared with Splunk ITSI (IT Service Intelligence), Sentry, Elastic Observability, Monte Carlo and Grafana.

    We monitor all Log Management 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.