We prove that the two-component peakon solutions are orbitally stable in energy space. The system concerned here is a Novikov system, which an integrable multi-component extension of equation. improve method for scalar peakons to case with genuine nonlinear interactions by establishing optimal inequalities conserved quantities involving coupled structures. Moreover, we also establish orbital st...