A crucial segment of sustainable jet fuel production is the fermentation of lignocellulosic-based sugars to acetic acid. Biomass from non-food sources such as wood, switch grass, and waste materials can be fractionated into their raw sugar components (glucose, xylose, mannose, arabinose, and galactose). These sugars can later be fermented to acetic acid, reduced to ethanol, dehydrated to ethylene, then oligomerized and hydrogenated to produce jet fuel. Moorella thermoacetica is an obligate anaerobe that exclusively ferments sugars to acetic acid. Thus far, fermentation using M. thermoacetica has been achieved with synthetic glucose and xylose. It is essential to investigate the fermentation of all five sugars in order to validate lignocellulosic biomass as a feedstock for this process. In this work five synthetic sugars were fermented in flasks at 58°C without pH adjustment. Samples were taken every 4 to 6 hours over a period of 48 hours and were analyzed offline by high performance liquid chromatography (HPLC). The trend of sugar consumption shows that M. thermoacetica has a substrate preference of xylose over glucose, and glucose over other sugars. The sugar consumption was 100% for xylose, 98% for glucose, and 30 - 40% for the rest of the sugars. Successful five sugar fermentation suggests a concrete potential to upscale the bioconversion process and build a feasible market for jet fuel produced from lignocellulosic biomass.