Amazon CodeGuru Profiler vs Valgrind
Amazon CodeGuru Profiler
aws.amazon.comValgrind
valgrind.orgSide by side
| Figure | Amazon CodeGuru Profiler | Valgrind |
|---|---|---|
| Price from | $0.01/mo | Free |
| Free plan | Yes | Yes |
| Free trial | Yes | — |
| Open source | — | — |
| Web | Yes | — |
| macOS | — | Yes |
| Linux | Yes | Yes |
| Android | — | Yes |
| API | Yes | — |
| Self-hosted | Yes | — |
| Plans published | 3 | 1 |
| Spec score · Profiling Software | 8.6 (#2) | 7.4 (#22) |
| Purpose | Amazon CodeGuru Profiler collects runtime performance data from live applications and provides recommendations to improve performance and find CPU bottlenecks. | Valgrind is an instrumentation framework for building dynamic analysis tools that detect memory and threading bugs and profile programs. |
Plans
Amazon CodeGuru Profiler
- Amazon CodeGuru Profiler Free TierFree
- Amazon CodeGuru Profiler on AWS Lambda$0.01 a month
- Amazon CodeGuru Profiler on EC2, ECS, EKS, and AWS Fargate$0.01 a month
In their own words
Amazon CodeGuru Profiler
Amazon CodeGuru Profiler collects runtime performance data from live applications and recommends ways to improve performance and find CPU bottlenecks. It is designed for continuous profiling of production applications with minimal overhead. Interactive flame graphs show CPU and latency analysis, including which code paths use the most resources. Machine learning recommendations identify expensive methods and explain their cause, impact, and possible resolution.
The service can detect anomalies in application profiles and, when configured, send an Amazon SNS notification for a new anomaly. It supports Java, JVM languages such as Scala and Kotlin, and Python 3.6 or later. Java and other JVM languages can be profiled for CPU and heap summary; Python profiling covers CPU wall-clock time. Applications may run on EC2, ECS, EKS, Fargate, Lambda, or on premises. The agent can be enabled in JVM applications from the command line or application code and is also used for Lambda applications. An AWS account is required, with IAM permissions controlling access. The agent collects stack traces, not parameter names or values, variable values, or application data.