An antibody specifically binding to PD-1 with high affinity. Also provided are a nucleic acid molecule for coding the antibody, an expression vector and a host cell for expressing the antibody, and a production method for the antibody. In addition, also provided are an immunoconjugate and a pharmaceutical composition comprising the antibody, and use of the antibody in preparation of drugs for treating cancers, infectious diseases, inflammatory diseases.