Since boiling water freezes faster than cold water, does it stand to reason that any hot water will freeze faster than water colder than it?

No. The Mpemba effect is bogus. Hot water contains more kinetic energy than cold water and hence will take longer to freeze on average if the experiment is properly controlled.

I always thought the idea of hot water freezing is ridiculous. Hot water does not freeze. It must first become cold water before it can freeze. The Mpemba effect is a mystery to this day, but under most circumstances "water that started out hot" will not freeze faster than "water that started out cold." With our experiments, we used four temperatures, cold tap water (~45F), lukewarm water (~70F), hot tap water (~140F) and boiling water (212F), and surprise surprise, they each formed a layer of ice in the order of coldest to hottest. We did not monitor whether the hottest sample completely froze before the coldest sample did - it looked like the cold sample had far more ice.  The statement that "Hot water freezes faster than cold" is inaccurate in 95% of the cases, maybe more. Hot water does not freeze. It must first become cold. In order to claim that a hot water sample will freeze faster than a cold water sample, you must first define "hot" and "cold" -abstract terms. Are we talking steam? It's very likely that a container of steam would freeze faster than a cup of cool/lukewarm water. The hot water sample must surpass the temperature of the cold sample. For instance, I could take the claim that "hot water freezes faster than cold water" and say that a cup of ice IS cold water, and your claim is incorrect. Or, I could take a cup of water 32.5F and boiling water and also guarantee that the cold will freeze first. (Look up the examples of pure, supercooled water still in liquid form because the molecules have nothing to bind to, it freezes almost instantly if a condition occurs that allows them to bind, an impact for instance.) Mass is not determined in the claim. (see steam example) Be more specific. Since hot and cold are relative terms, you might say that an ice cube is in fact, hot. At the same time, an ice cube can be said to be cold. In this case, you could be correct and incorrect, depending on your perspective. There's a reason plumbers don't plumb ice machines with the hot water line.

it has happened in number of even controlled experiments but still there is not much explanation for Mpemba Effect. But u cant say that hotter water always freezes before colder water bcoz if suppose cold water is at 2 degree celsius n hot water at 80 degree then obviously cold water will feeeze first