The best replacement for mann whitney is wilcoxon.

The best alternatives to mann whitney are rated as following:
★★★★★  wilcoxon
★★★★★  kruskal wallis
★★★  t test
★★  unpaired t-test
★★  chi square
★★  kruskal wallis test
★  kolmogorov-smirnov test
★  chi squared
★  anova
★  t-test
  student's t test
  unpaired t test
  wilcoxon test
  wilcoxon tests
  student t test

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mann whitney
wilcoxon
kruskal wallis