Real-life data on the impact of sacubitril-valsartan and sodium-glucose cotransporter type 2 (SGLT-2) inhibitors on heart failure (HF) in France is lacking. Using French health insurance databases, we examined the ten-year evolution in HF medication use, focusing on SGLT-2 inhibitors and sacubitril/valsartan, and incidence of HF hospitalizations during the same period. We conducted a repeated cross-sectional study using medical-administrative data from French health insurance databases between 2014 and 2023. These included “OpenMedic” for outpatient medication reimbursements and “ScanSanté” for annual hospitalization data. Medications were classified using ATC codes, and hospitalizations were identified using ICD-10 codes. Statistical analyses encompassed annual rates of users and boxes dispensed for HF medications, along with HF, ischemic heart disease and ischemic stroke hospitalization rates. Prevalence of SGLT-2 inhibitors and sacubitril-valsartan use was also studied regionally, with direct standardization by age and sex, with the French population as the standard population. Between 2014 and 2023, HF drug use increased significantly, with beta-blockers and ACE inhibitors/ARBs leading in prevalence of use. ARNi and SGLT-2 inhibitors, introduced later, showed remarkable rises: +506% and +3766% in users since their market introduction, respectively. Meanwhile, HF hospitalizations slightly increased by +3.6% between 2016 and 2019, followed by a notable decline of −12.5% during 2019–2023, coinciding with the introduction of SGLT-2 inhibitors. In contrast, hospitalizations for ischemic heart disease rose by 11.6% over the period 2016–2019 and by +5.2% over the period 2019–2023, and hospitalizations for ischemic stroke rose by 8.2% over the period 2016–2019 and declined by −0.6% over the period 2019–2023. We observed regional disparities in SGLT-2 inhibitors use, with prevalence ranging from 0.9% in Bretagne to 1.5% in Hauts-de-France. The data suggests a temporal correlation between the increase in SGLT-2 inhibitors use and the decline in HF hospitalizations since 2019. More studies are needed to measure real life effectiveness of SGLT-2 inhibitors in heart failure.