
Amazon CodeGuru Profiler
6.7#4 in profiling softwareFrom $0.01 a monthFree planWebAPILinuxSelf-hosted
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| Fact | Amazon CodeGuru Profiler | Scalene |
|---|---|---|
| Purpose | Amazon CodeGuru Profiler collects runtime performance data from live applications and provides recommendations to improve performance and find CPU bottlenecks. | Scalene profiles Python programs for CPU, GPU, and memory use and provides AI-powered optimization proposals. |
CodeGuru Profiler may suit teams seeking continuous production profiling and performance recommendations for Java, JVM-language, or Python applications. It is relevant where sampling-based CPU, memory, and thread profiling is appropriate.
Scalene suits Python developers who want CPU, memory, or GPU profiling and line-level performance details. It also fits users who prefer a GUI, editor extension, or notebook interface.