The article presents briefly the complexity of the concept of “excellence” in higher education. Taking into account this reality, the fundamental question is how agencies can consider this complexity in building up criteria on excellence and the use of the concept “excellence” in their improvement strategies and accountability processes in the sector of higher education. Public-private nature of higher education and its growing internationalisation have significant impact on how excellence in education is described and promoted as a tool.