There are 40 words that start with OLE in the Official SCRABBLE® Dictionary, ranging from 3-letter words to 14-letter words. The highest-scoring SCRABBLE® words starting with OLE is oleandomycins, which is worth 21 points, followed by oleandomycin at 20 points.