Quantification of scientific output is important in any area of science. In this COST VMG we jointly develop a variety of quality metrics to quantify the results and contents of the research published through the FinAI COST action. We are creating metrics that can justify and explain the action’s scientific output stratified along different features. The VMG results will give us a clear picture of the achieved publication portfolio and will thus create benefits for the FinAI dependent institutions across the EU.