RVM can refer to:
- Royal Victorian Medal (Commonwealth decoration post-nominal letters)
- Relevance vector machine
- Religious of the Virgin Mary
- Reference Verification Methodology (OpenVera)
- Reverse vending machine for recycling, to get refunds on bottles and cans
- Rostral ventromedial medulla
- Rayo Vallecano de Madrid, a football club
- The Research Virtual Machine, a virtual machine for Java research and development
- Ruby Version Manager (software development), a command-line tool to manage multiple Ruby versions
- Red Velvet Mite