Amid efforts to explore quantum computers’ transformative potential, one foundational element remains missing from the discussion about quantum: What are the benchmarks that predict whether tomorrow’s quantum computers will be truly revolutionary? In 2021, DARPA’s Quantum Benchmarking program kicked off with the goal of reinventing the metrics critical to measuring quantum computing progress and applying scientific rigor to often unsubstantiated claims about quantum computing’s future promise.