On information metrics for spatial coding.

•Information metrics for spatial coding by neuronal spikes were studied.•Mutual information correlates better with spatial decoding than commonly used metrics.•Firing rate addition, multiplication and consistency differently affect the metrics.•Surrogate-based normalization equalizes performance across information metrics.