Both birds are feisty and small. You will find that both are usually mistaken for the other. The difference is that the swallow bird has a curved forked wing, a pointed tail with a blue shade. The sparrow, on the other hand, has a gray/brown dull color with short wings. They are also plumper in appearance. Sparrows are mostly linked to religion, while swallows have more significance than the sparrows.