We measured the electro-luminescence of light emitting diodes (LEDs) on substrates with low dislocation densities (LDD) at 10 6 cm −2 and low 10 8 cm −2 , and compared them to LEDs on substrates with high dislocation densities (HDD) closer to 10 10 cm −2. The external quantum efficiencies (EQEs) were fitted using the ABC-model with and without localisation. The non-radiative recombination (NR) coefficient A was constant for HDD LEDs, indicating that the NR was dominated by dislocations at all wavelengths. However, A strongly increased for LDD LEDs by a factor of twenty when increasing the emission wavelength from 440 nm to 540 nm. We attribute this to an increased density of point defects due to the lower growth temperatures used for longer wavelengths. The radiative recombination coefficient B followed the squared wave function overlap for all samples. Using the observed coefficients, we calculated the peak efficiency as a function of the wavelength. For HDD LEDs the change of wave function overlap (i.e. B) is sufficient to reduce the EQE as observed, while for LDD LEDs also the NR coefficient A must increase to explain the observed EQEs. Thus reducing NR is important to improve the EQEs of green LEDs, but this cannot be achieved solely by reducing the dislocation density: point defects must also be addressed.