Cancer prediction may afford significant approach to assess risk and prognosis. Over 2.3 million of pilgrims stay in Makkah during Hajj season creating unspecified amount of trace elements pollution in air. This study aimed to determine cancer risk (ECR) for population exposed to (Cd, Cr, As, Be) compared to short term exposure during hajj. The study was conducted in Arafat area, air samples were collected using mini volume Hi-sampler for 24 hrs once in a week through summer and autumn 2015 including Hajj season. Concentrations of PM10 trace elements (Cd, Cr, As, Be) were analysed using ICP-MS 7300 (Perkin Elmer, USA). Collected sample filters were analysed in reference to a standard solution of trace elements using a protocol certified by (US-NIST). Each filter was extracted with 7 ml of nitric acid and 2 ml of ultra-pure water. The recovery yields of trace elements were higher than 95% with detection limits ≤3 ng/m3 for all trace metals. Concentration of PM10 in Arafat during Hajj period in autumn was 786.6 mg/m3 compared to 204.7 mg/3 in summer, both showed greater values than European Commission annual standards. Atmospheric Cd, Cr and As concentrations were elevated during Hajj season comparing with summer months, The ECR during hajj season was found to be (5.08×10-4, 9.21×10-4, 7×10-6 and 7.4×10-6) for Cd, Cr, As and Be respectively, compared to (1.08×10-4, 7.21×10-4, 4×10-6 and 4.6×10-6) in summer months exceeding USEPA’s level of acceptable inhalation risk (10-6) for each element.