With the recent increase in wood demand, stability in the log supply and effective resource management are becoming increasingly important. However, research focusing on the domestic log purchase of major species remains limited, particularly regarding time-series forecasting based on empirical data. Therefore, this study analyzed the log purchase of two major domestic species, Korean red pine (Pinus densiflora) and Japanese larch (Larix kaempferi), based on the Market Survey of Timber Products, and forecasted their log purchase trends from 2024 to 2030 using time series analysis. The results show that the log purchase of Korean red pine is projected to be approximately 745,000 m3 in 2030, with a confidence interval ranging from 497,000 to 995,000 m3. Although the absolute interval width is about 498,000 m3, the relative variability is only 33%, suggesting a relatively stable log purchase. In contrast, Japanese larch is forecasted at about 464,000 m3, with a confidence interval of 227,000 to 700,000 m3. The interval width is 473,000 m3, but the relative variability reaches 51%, indicating greater uncertainty in log purchase. These findings imply that while the Korean red pine is likely to maintain a stable supply base, the Japanese larch requires policy measures to be enacted, such as securing alternative species and diversifying supply channels. Overall, this study provides valuable baseline data for future forest resource management and policy formulation by presenting midterm forecasts of the log purchase of key species.