Decarbonizing the transportation sector will require that liquid or gaseous fuels powering vehicles be produced in a low-carbon or carbon-neutral way. Low-carbon energy sources should be implemented in parallel with the deployment of zero-emissions and advanced vehicle technologies. Sustainable biofuels could play a big role in meeting 2050 targets. ICCT researchers identify those fuels that offer the greatest carbon reductions and recommend policies to encourage their production.