This study documented the associations and variability of four prestige metrics for kinesiology-related journals. Four prestige metrics for the year 2022 were collected from three database services for 334 kinesiology-related journals. The prestige measures were highly skewed and had large variability, with medical journals having the highest values. There were strong nonlinear and heteroscedastic associations between all four prestige indicators, however rankings of top 10% journals based on these metrics had considerable disagreement between metrics. The substantial variability of journal prestige metrics was larger than the variation previously reported for scholar subjective perceptions of journal prestige. The prestige metrics provided inconsistent and unrealistically precise estimates of kinesiology journal prestige. Great care should be exercised in interpreting prestige metrics and scholar perceptions of journal prestige in diverse disciplines like kinesiology.