Quantum chemistry plays a key role in exploring the chemical properties of highly reactive chlorine polyfluorides compounds (ClFn). Here, we investigate the thermochemical properties of ClFn species (n = 2–6) by means of high‐level thermochemical procedures approximating the CCSDT(Q) and CCSDTQ5 energies at the complete basis set limit. We consider total atomization energies (TAEs), Cl–F bond dissociation energies (BDEs), F2 elimination energies (F2 elim.), ionization potentials (IPs), and electron affinities (EAs). The TAEs have significant contributions from post‐CCSD(T) correlation effects. The higher‐order triple excitations, CCSDT–CCSD(T), are negative and amount to –0.338 (ClF2), –0.727 (ClF3), –0.903 (ClF4), –1.335 (ClF5), and –1.946 (ClF6) kcal/mol. However, the contributions from quadruple (and, where available, also quintuple) excitations are much larger and positive and amount to +1.335 (ClF2), +1.387 (ClF3), +2.367 (ClF4), +2.399 (ClF5), and +3.432 (ClF6) kcal/mol. Thus, the contributions from post‐CCSD(T) excitations exceed the threshold of chemical accuracy in nearly all cases. Due to their increasing hyper‐valency and multireference character, the ClFn series provides an interesting and challenging test case for both density functional theory and low‐level composite ab initio procedures. Here, we highlight the limitations in achieving overall chemical accuracy across all DFT and most composite ab initio procedures.