Started in during the lockdowns this paper (now published in BMC Biology) looks to examine the variation in results attributable to differences in analysis methods used.
The answer is that (sadly) there is a great deal of variation, and that ‘poor’ methods are also hard for reviewers to spot.
A reminder to stay sceptical of any and all results!