How many milliseconds does that take?
They're running the engines with a 30 minute starting clock plus five-second increment per move.
So far, Ethereal and Stockfish have each managed to win a game as White (Caruana) from the Game 12 position.
Also this site has been running live analysis using Stockfish on 20 CPUs during each game of the championship, and its evaluations frequently have changed with more time to "think":