We investigate the accuracies of different coupled cluster levels in a finite model solid, the 14 electron spin- non-polarised uniform electron gas. For densities between rs = 0.5 a0 and rs = 5 a0 , we calculate ground state correlation energies with stochastic coupled cluster ranging from coupled cluster singles and doubles (CCSD) to coupled cluster including all excitations up to quintuples (CCSDTQ5). We find the need to add triple excitations for an accuracy of 0.01eV/electron beyond rs = 0.5 a0 . Quadruple excitations start being significant past rs = 3 a0 . At rs = 5 a0 , CCSD gives a correlation energy with a 16% error and CCSDT is in error by 2% compared to the CCSDTQ5 result. CCSDTQ5 gives an energy in agreement with full configuration interaction quantum Monte Carlo results.