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Amazon CodeGuru Profiler vs Scalene

Scalene

6.4#14 in profiling softwareFree plan
Free planWebExtensionLinuxmacOS
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What both publish

FactAmazon CodeGuru ProfilerScalene
PurposeAmazon 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.

Amazon CodeGuru Profiler plans

  • 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

Scalene plans

  • ScaleneFree

Pick Amazon CodeGuru Profiler if…

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.

Pick Scalene if…

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.

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