Amino acid mass and frequency are negatively correlated across all branches of life.
Cysteine and leucine are outliers, as quantified by the entropic cost of deviation.
Degeneracy partially enforces the mass-frequency relationship in the genetic code.
Stability can drive the decay of mass-frequency correlations in extremophiles.