I'm not sure. I haven't found much on whether or not backtesting works in general. It definitely has its caveats. I think it really depends on what you're backtesting.

Backtesting definitely reveals ways in which trading algorithms can fail though. It can reveal more scenarios than one would initially consider which is super helpful.