Chemoprevention involves using drugs to reduce the risk of cancer. The cost of chemoprevention can be high, as these medications require regular use and monitoring. For instance, tamoxifen for breast cancer prevention can cost about $100-$200 a month without insurance. Insurance coverage can significantly reduce these costs.