It's totally dependent on RNG. Technically could take 10 hours. Take it or leave it, it's just my price.
Average run is 6 minutes at 50 agil/thieve, there is 5 pieces. I believe there is a 1/3 chance of getting a piece (fail/piece/kit). So on average it'll be at least 2 hours.