Differences in neutral iron abundances between the reference (the Gaia FGK benchmark stars) and the derived value by iSpec, synthetic spectral fitting method (left) and equivalent width method (right) when using the atmospheric parameters found (top) and the reference values (bottom). Stars are sorted by metallicity; the color represents the temperature, and the size is linked to the surface gravity.