The report discusses the results of experiments on automatic generation of lexicalgrammatical tests in Russian as a foreign language for gap-filling with multiple choice on authentic texts. The proposed method is based on the use of distributional semantic models for Russian and can be expanded to other languages. The toolkit developed in course of the study was evaluated in terms of the quality of resulting tests, evaluation procedure proved their correctness and practical suitability