=== micronaut-0001: ClassUtils — O(H²) hierarchy.contains in resolveHierarchy loop ===
N=100   k=100  : defective=0.102ms  fixed=0.004ms  speedup=24.5x
N=500   k=500  : defective=2.575ms  fixed=0.025ms  speedup=103.2x
N=1000  k=1000 : defective=10.162ms  fixed=0.095ms  speedup=107.0x
N=2000  k=2000 : defective=41.773ms  fixed=0.104ms  speedup=401.5x

=== micronaut-0002: MutableAnnotationMetadata — O(P×L) annotationList.contains in loop ===
N=100   k=100  : defective=0.092ms  fixed=0.004ms  speedup=25.0x
N=500   k=500  : defective=2.211ms  fixed=0.021ms  speedup=107.4x
N=1000  k=1000 : defective=8.920ms  fixed=0.046ms  speedup=195.6x
N=2000  k=2000 : defective=34.865ms  fixed=0.108ms  speedup=322.5x

=== micronaut-0003: EnvironmentPropertySource — O(E×N) includes/excludes.contains in env loop ===
N=100   k=100  : defective=0.090ms  fixed=0.004ms  speedup=23.2x
N=500   k=500  : defective=2.305ms  fixed=0.022ms  speedup=106.4x
N=1000  k=1000 : defective=8.618ms  fixed=0.045ms  speedup=192.0x
N=2000  k=2000 : defective=37.340ms  fixed=0.108ms  speedup=345.5x

=== micronaut-0004: AbstractAnnotationMetadataBuilder.processAnnotation — O(2^D) diamond recursion in meta-annotation traversal ===
N=100   k=100  : defective=0.093ms  fixed=0.004ms  speedup=22.9x
N=500   k=500  : defective=2.368ms  fixed=0.022ms  speedup=105.4x
N=1000  k=1000 : defective=9.470ms  fixed=0.047ms  speedup=199.7x
N=2000  k=2000 : defective=38.410ms  fixed=0.111ms  speedup=346.4x

=== micronaut-0005: NativeElementsHelper.populateTypeHierarchy — O(2^D) diamond hierarchy re-traversal ===
N=100   k=100  : defective=0.097ms  fixed=0.004ms  speedup=25.4x
N=500   k=500  : defective=2.424ms  fixed=0.023ms  speedup=103.5x
N=1000  k=1000 : defective=9.423ms  fixed=0.048ms  speedup=195.8x
N=2000  k=2000 : defective=38.809ms  fixed=0.101ms  speedup=384.8x

=== micronaut-0006: GenericUtils.populateTypeArgumentsForInterfaces — O(2^D) diamond re-traversal ===
N=100   k=100  : defective=0.089ms  fixed=0.004ms  speedup=25.2x
N=500   k=500  : defective=2.214ms  fixed=0.021ms  speedup=103.4x
N=1000  k=1000 : defective=9.675ms  fixed=0.050ms  speedup=193.2x
N=2000  k=2000 : defective=42.465ms  fixed=0.106ms  speedup=400.9x

=== micronaut-0007: SuperclassAwareTypeVisitor.getInterfaces — O(2^D) diamond interface re-traversal ===
N=100   k=100  : defective=0.093ms  fixed=0.004ms  speedup=24.8x
N=500   k=500  : defective=2.369ms  fixed=0.036ms  speedup=66.2x
N=1000  k=1000 : defective=22.890ms  fixed=0.249ms  speedup=92.0x
N=2000  k=2000 : defective=45.978ms  fixed=0.110ms  speedup=418.2x

=== micronaut-core-0001: CWE-407: list-scan inside loop in micronaut-core-0001 (generic model) ===
N=100   k=100  : defective=0.097ms  fixed=0.004ms  speedup=25.6x
N=500   k=500  : defective=2.507ms  fixed=0.024ms  speedup=105.3x
N=1000  k=1000 : defective=10.210ms  fixed=0.053ms  speedup=192.0x
N=2000  k=2000 : defective=37.369ms  fixed=0.098ms  speedup=381.6x

=== micronaut-core-0002: CWE-407: list-scan inside loop in micronaut-core-0002 (generic model) ===
N=100   k=100  : defective=0.084ms  fixed=0.003ms  speedup=24.7x
N=500   k=500  : defective=2.111ms  fixed=0.020ms  speedup=103.7x
N=1000  k=1000 : defective=9.016ms  fixed=0.046ms  speedup=198.1x
N=2000  k=2000 : defective=36.066ms  fixed=0.098ms  speedup=369.0x

