CONCLUSION: IRR was moderate to substantial with both approaches, except for CINeMA when applied to the largest and most complex network (“ischemic stroke”). Concordance was good for small networks with no or few indirect comparisons (“seizure response”) and decreased as the number of comparisons and indirect evidence increased. Application time was long with both approaches, particularly with GRADE for large networks.