Let's just ignore the fact that in this case scale has nothing to do with the actual efficiency of the algorithm they implemented. As the link I posted mention

Let's just ignore the fact that in this case scale has nothing to do with the actual efficiency of the algorithm they implemented. As the link I posted mentioned, had they used a more efficient algorithm they could have used far fewer resources, or used the same resources to scale up further, with much faster response times overall.