Current best limits on the 21 cm signal during reionization are provided at large scales (≳100 Mpc). To model these scales, enormous simulation volumes required, which computationally expensive. We find that primary source of uncertainty is sample variance, determines minimum size simulations required to analyse current and upcoming observations. In large-scale structure simulations, method ‘fi...