Public works budgets come from taxation, and accurate pre-predictive forecasts are important for mastery of budget execution. This study collects the published bids from the government procurement website for analysis, and conducts stepwise regression analysis with budget, construction period, project category, construction location, supervision execution mode and award category factors. The results show that only the project category, supervision execution mode and award category do affect the bid price and budget ratio. Forecasting with actual cases, the addition of supervision execution mode and award categories can reduce the error of prediction and increase the accuracy. Forecasting with actual cases, the addition of supervision execution mode and award categories can reduce the error of prediction and increase the accuracy.