There are more and more Distributed Ledger Technologies (DLT) and it becomes difficult to assess them due to unfounded marketing claims and their open networks, which can easily be under attack. This paper presents an initial DLT assessment framework as discussed as part of the ITU focus group on application of distributed ledger technology and how it has been applied to assess one of the major existing DLT platforms at time of writing, i.e., Ethereum.