Technical report investigating correlations between AlgebraQ Layer II structural observables and Qiskit transpilation costs on IBM Heavy-Hex architectures. The study analyzes QFT, GHZ and hardware-efficient circuits across Heavy-Hex coupling maps generated through Qiskit's official implementation.