I used to buy that cheap mixed seed.
Same thing, saw nothing but house sparrows and house finches. I learned that black oil sunflower seeds were the way to go.
Occasionally I'll get a thistle seed sock. but really the gold finch like the black oil sunflower just as good as the thistle seed.