There are provided a method for determining a
decarburization treatment end, vacuum degassing equipment, a method for operating vacuum degassing equipment, and a method for producing
molten steel capable of estimating the carbon content in
molten steel with high accuracy by properly utilizing
exhaust gas measurement values to end the
decarburization treatment at appropriate timing. A method for determining a
decarburization treatment end for determining an end of decarburization treatment when vacuum degassing treatment including the decarburization treatment is performed by placing
molten steel in a reduced-pressure environment includes: dividing the decarburization treatment into two stages of first half decarburization treatment M1 and latter half decarburization treatment M2, and estimating the carbon contents in molten steel in the first half decarburization treatment M1 and the latter half decarburization treatment M2 using different
estimation models for the carbon content in molten steel for the first half decarburization treatment M1 and the latter half decarburization treatment M2, in the first half decarburization treatment M1, using the
estimation model constructed based on
machine learning for actual operation result data (S3), and, in the latter half decarburization treatment M2, determining the end of the decarburization treatment when an estimated value of the carbon content in molten steel has reached a target value (S7).