Technology entrepreneurs play a critical role in modern models of economic growth. At the same time, the features and development trajectories of technological entrepreneurship and gazelle firms in Russia differ from countries with mature market economies. The purpose of the article is to assess the state of academic technology entrepreneurship in Russian universities and to develop recommendations for its development. The methods of two-dimensional classification of universities according to two indicators of technological entrepreneurship development, correlation analysis, assessment of intergroup differences according to the Mann-Whitney U-criterion, qualitative analysis of entrepreneurial ecosystems in universities, methods of constructing algorithms were used. As a result, it was found that the number of start-ups and the likelihood of receiving commercial funding are practically not correlated. There is a group of universities that are not among the largest metropolitan universities, but have a high proportion of entrepreneurial projects that have successfully passed the seed stage and received commercial funding (business angel, venture fund). These top performing universities are distinguished not only by their innovative infrastructure, but also by a wide variety of community centers. Taking into account the results obtained an algorithm for the development of academic technological entrepreneurship on the basis of the university as an innovation hub has been developed. Its important elements are: pre-active marketing of scientific research groundwork, development of the social capital of the ecosystem, and collaboration practices. The results may be of interest to technology entrepreneurs themselves, as well as to universities interested in the development of academic entrepreneurship.