This paper studies the pricing of green corporate bonds in the global bond market from January 2019 to July 2019 to determine the impact of pro-environmental preferences on bond prices. We employ a matching methodology in combination with regression analysis to isolate the difference in the yield that is attributable to the green label of a green corporate bond, where a negative yield difference indicates a positive green premium. We find a small green premium of -1.5 basis points, indicating a lower yield for green bond investors and a lower cost of funding for issuers than a comparative conventional bond. We find that financial green bonds and non-financial green bonds have green premia of -3.1 and 1.2 basis points, respectively. This negative green premium in non-financial green bonds is concentrated in green bonds issued by firms with high pollution, with transition bonds having a negative green premium of 2.2 basis points. These results indicate a willingness of investors to accept lower returns in exchange for the funding of environmental projects through green bonds, except when those green bonds are issued by highly environmentally damaging companies.