Nope -- they come in quite a vast assortment of colours!
Tan or caramel, maroon, rose, pink, crimson red, green, I've even seen blue once and that was really cool. Bicolours varieties too -- where the base is one colour and the tentacles another. One bicolour often seen is maroon base, green tentacles; but I think any combination of colour is likely possible.