The best replacement for r squared is r.

The best alternatives to r squared are rated as following:
★★★★★  r
★★★★  correlation
★★  beta
★★  adjusted r squared
★★  adjusted
★★  correlation coefficient
★  standard error
★  p value
★  multiple r squared
★  r squared
  pearson correlation
  pearson
  adjusted r square
  f statistic
  eta squared
  r value
  multiple r

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r squared
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