Many commuters face a trade-off between spending time in traffic jams or starting their journey later to avoid congestion but risk being late for work. In this project we focus on the balance between equality and efficiency in this trade-off. Through a combination of experimental analysis and a large-scale vignette study, we gather representative preferences for equality and efficiency across different travel scenarios based on the experimental data.