Among the four techniques, ACD displayed the highest accuracy, correctly identifying the number of peaks for 455 out of 848 molecules, while MNova introduced the greatest number of errors in this task (correct/total: 354/848). Meanwhile, spectra reconstructed from DFT calculations (379/848) and ML predictions (378/848), demonstrated a performance level between the two commercial software solutions.