Bold Or Timid At Bad Odds

Kenny has 3 dollars and wants to leave with 6. He wins each round with probability p=1/4p = 1/4 and loses with probability 3/4, independently, and a win pays even money on whatever he staked.

Two candidate strategies:

  • Bold: stake all 3 dollars on a single round. He doubles up with probability 1/4.
  • Timid: stake 1 dollar per round until he is broke or holds 6.

What is the probability that the TIMID strategy gets him to 6 dollars?

Answer format: round to 3 decimal places.