Boone Tan vs Yellow Ochre

How close are they?

ΔE 25.3, loose: different enough that you should pick on purpose. Yellow Ochre is noticeably darker, much more saturated than Boone Tan.

Can I use Yellow Ochre instead of Boone Tan?

Not as a straight swap; see the closer alternatives below. Loose match (ΔE 25). Yellow Ochre is noticeably darker, much more saturated than Boone Tan.

Can I use Boone Tan instead of Yellow Ochre?

The same difference applies the other way round: Boone Tan is noticeably lighter, much more muted.

ΔE is the colour difference between our two swatch estimates: under about 6 is close, over about 15 is loose. Real paints also differ in finish, coverage and how they thin, so test before you commit.