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JMeter is a pure Java desktop application designed to load test functional behavior and measure performance. It may be used to test performance both on static and dynamic resources (files, Servlets, Perl scripts, Java Objects, Data Bases and Queries, FTP Servers and more). It can be used to simulate a heavy load on a server, network or object to test its strength or to analyze overall performance under different load types.
Sonar is an open platform to manage code quality. As such, it covers the 7 axes of code quality: Design, Code duplication, Unit test, Code complexity, Potential bugs, Coding rules, Comments. It has support for multiple languages like .NET, PHP, Java etc.
Valgrind is an award-winning instrumentation framework for building dynamic analysis tools. There are Valgrind tools that can automatically detect many memory management and threading bugs, and profile your programs in detail. You can also use Valgrind to build new tools.
The Panopticode project provides a set of open source tools for gathering, correlating, and displaying code metrics. It evaluates software quality and ensures coding standards. It installs and configures set of tools like Emma or Cobertura for unit test code coverage, Checkstyle to validate the coding standards, JDepend to check the dependency, JavaNCSS for Cyclomatic Complexity metrics.