Limitations and Pitfalls
Benchmarks cannot answer questions that are not asked.
Specific applications benchmarks will not tell you about the performance of other applications without a proper analysis of these applicants
General benchmarks will not tell you all details of the performance of your specific application (but may help a good deal in understanding it.)
One should know the background of the benchmark to understand what it tells us.