We explore conditions under which trade agreements can provide gains by reducing trade policy uncertainty. Given the degree of income risk aversion, this is more likely when economies are more open, export supply elasticities are lower, and economies more specialized. Governments have stronger incentives to sign trade agreements when the trading environment is more uncertain. As exogenous trade costs decline, the gains from reducing tariff uncertainty become more important relative to reducing average tariff levels.