Posted on January 8, 2010 by Dr. William RassmanCould Finasteride Increase Muscle Mass? – Balding Blog If Testosterone levels do go up by about 15% by taking finasteride could this drug increase muscle mass? Doubtful. The slight increase in testosterone is very minor and only temporary. Paid advertisements (not an endorsement):