How Long Does Chess Bots That Uses Monte Carlo Tree Search Usually Takes to Train

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ManaBarik

I want to make a pet-project making a chess bot that uses MCTS (Monte Carlo Tree Search).

I wonder, how long does bots using MCTS usually takes to be trained to play good? I always read/hear that MCTS needs to play 100,000 or so games to be good.

And just for extra

What is an efficient way to train MCTS bots?