BOSTON—The marathon that two years ago recorded the fastest finish in history staged a spectacularly speedy rescue on Monday.

At stake in this race was human life.

Within five minutes of bombs detonating Monday afternoon near the finish line of the Boston Marathon, most victims had been wheeled to a massive medical tent about 100 yards away,...