It is frequently hypothesised that quantum computers will significantly impact areas like quantum chemistry, protein structure prediction, classification, and nonlinear dynamics, but it remains unclear what exact quantum computer specifications are needed for these breakthroughs. So the Defense Advanced Research Projects Agency’s (DARPA) Quantum Benchmarking program aims to create new benchmarks to quantitatively measure progress towards these computational challenges. Preliminary results for different application areas have been released.