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Want to know what the stackoverflow community feels about the various free and non-free Java Profilers and profiling tools available.
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Yourkit is pretty good for CPU analysis.
For memory usage analsis using heap dumps use http://www.eclipse.org/mat/
JProfiler works very well for us.
http://www.ej-technologies.com/products/jprofiler/overview.html
You ask what do we use.
Tools are fine, but for finding time-tumors, frankly I've seen nothing that works better than this.