The story
Figurative, from the image of competing horses abreast in a horse race who are so even (headed for a tie) that their necks are side-by-side.
Etymology from Wiktionary, CC BY-SA 4.0.
neck and neck
Today it means: Very close in progress, as in a race or a contest. Full definition →