It's hämä-hämähäkki! :D

(when your word for spider is 'hämähäkki', you don't need itsy-bitsys or incy-wincys to fill out the line)

Also, is Finnish the only language where the rhyme has more than one verse? Because we have four - two about the spider, one about an ant and one about a cricket.