The study intends to investigate if the stock market in Saudi Arabia follows the weak form of market efficiency using daily data from Tadawul All Share Index (TASI). The daily data was collected from January 2012 to January 2019. The study employed different of tests types such as: autocorrelation, unit root test, runs test, and variance decomposition test that are used to assess the daily data of the Saudi stock market. The results from autocorrelation, unit root test, runs test, and variance decomposition test indicate that the Saudi stock market does not follow the weak form of market efficiency. However, future studies are required to understand variations in the Saudi stock market prices. Additionally, the results recommend conducting further studies to test the semistrong form of efficient market hypothesis in Saudi Arabia.Moreover, future studies also need to focus on the adoption of correction and regulations by the policymakers in the Saudi stock market.Contribution/ Originality: This study contributes to the existing literature on emerging stock markets in general and particularly to the Saudi market since the majority of the studies are done in developed countries with well-organized stock markets. Also, it includes a new period where new regulations were adopted by the Saudi stock market.