Embodiments of the present invention provide a computer-implemented method of real-time translation evaluation service. A plurality of text translations are received for an input text from a plurality of different machine translation servers. A similarity analyzer is executed that generates a first similarity score for each given text translation of the plurality of text translations by comparing the given text translation with others of the plurality of text translations. A translation evaluator is executed that generates a second similarity score for each given text translation by comparing similarity of the given text translation with a plurality of comparison factors that include company word/term usage guidelines and product translation consistency rules. A best translation is identified and transmitted to an integrated development environment. The identification being based at least in part on the first similarity scores and the second similarity scores.