Inconsistency thresholds for incomplete pairwise comparison matrices

•Inconsistency of incomplete pairwise comparisons with missing entries is studied.•The 10% rule of acceptable inconsistency is extended to incomplete matrices.•Random index is found to depend on matrix size and the number of missing elements.•A plausible linear estimation of the random index is provided.•Our results can be directly built into decision-making software.