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Background Tyrosine kinase inhibitors (TKI) can be safely discontinued in chronic phase chronic myeloid leukemia (CP‐CML) patients who had achieved a sustained deep molecular response. Based on the results of discontinuation trials, recommendations regarding patient selection for a treatment‐free remission (TFR) attempt had been proposed. The aims of this study were to evaluate the rate of patients eligible for TKI discontinuation and molecular recurrence‐free survival (MRFS) after stop according to recommendations. Methods Over a 10‐year period, newly diagnosed CP‐CML patients and treated with first‐line TKI in the nine French participating centers were included. Eligibility to treatment discontinuation and MRFS were analyzed and compared according to selection criteria defined by recommendations and first‐line treatments. Results From January 2006 to December 2015, 398 patients were considered. Among them, 73% and 27% of patients received imatinib or either second or third generation tyrosine kinase inhibitors as frontline treatment, respectively. Considering the selection criteria defined by recommendations, up to 55% of the patients were selected as optimal candidates for treatment discontinuation. Overall 95/398 (24%) discontinued treatment. MRFS was 51.8% [95% CI 41.41–62.19] at 2 years and 43.8% [31.45–56.15] at 5 years. Patients receiving frontline second‐generation TKI and fulfilling the eligibility criteria suggested by recommendations had the lowest probability of molecular relapse after TKI stop when compare to others. Conclusion One third of CP‐CML patients treated with TKI frontline fulfilled the selection criteria suggested by European LeukemiaNet TFR recommendations. Meeting selection criteria and second‐generation TKI frontline were associated with the highest MRFS., Tyrosine kinase inhibitors (TKI) can be safely discontinued in chronic phase chronic myeloid leukemia patients who had achieved a sustained deep molecular response. Several recommendations regarding the optimal selection of the patients before stop have been proposed. Based on these recommendations, we estimate that one third of the patients treated with frontline TKI will meet these criteria. Moreover, patients treated with frontline second generation TKI and selected as optimal candidate according to these recommendations have the highest probability of molecular recurrence‐free survival when compared to others.